Thank you for coming to us in your search for "Benefit From Vpncoin" online. The physical Internet backbone that carries data between different nodes of the network has become the work of several companies called Internet service providers (ISPs), including companies that offer long-distance pipelines, sometimes at the international level, regional local conduit, which finally links in homes and businesses. The physical connection to the Internet can only happen through any of these ISPs, players like level 3, Cogent, and IBM AT&T. Each ISP operates its own network. Internet service providers Exchange IXPs, owned or private firms, and sometimes by Governments, make for each of these networks to be interconnected or to move messages across the network. Many ISPs have agreements with suppliers of physical Internet backbone providers to offer Internet service over their networks for "last mile"-consumers and businesses who want to get Internet connectivity. Internet protocols, followed by everyone in the network causes it to be possible for the info to stream without interruption, in the correct place at the right time.
While none of these organizations "owns" the Internet collectively these firms decide how it operates, and recognized rules and standards that everyone stays. Contracts and legal framework that underlies all that's occurring to discover how things work and what happens if something goes wrong. To get a domain name, for instance, one needs permission from a Registrar, which has a contract with ICANN. To connect to the Internet, your ISP must be physical contracts with providers of Internet backbone services, and suppliers have contracts with IXPs from the Internet backbone to connect to and with her. Concern over security issues? A working group is formed to work with the issue and the solution developed and deployed is in the interest of all parties. If the Internet is down, you might have someone to call to get it fixed. If the problem is from your ISP, they in turn have contracts set up and service level agreements, which govern the manner in which these problems are worked out.
The advantage of cryptocurrency is that it uses blockchain technology. The network of nodes the make up the blockchain isn't governed by any centralized business. No one can tell the miners to upgrade, speed up, slow down, stop or do anything. And that's something that as a dedicated advocate badge of honour, and is identical to the way the Internet functions. But as you understand now, public Internet governance, normalities and rules that govern how it works current inherent difficulties to the user. Blockchain technology has none of that. You've probably heard this often times where you usually spread the great word about crypto. "It is not volatile? What goes on when the value crashes? " sofar, several POS programs offers free transformation of fiat, relieving some worry, but until the volatility cryptocurrencies is resolved, many people will undoubtedly be resistant to keep any. We need to find a way to struggle the volatility that's inherent in cryptocurrencies. Ethereum is an unbelievable cryptocurrency platform, however, if growth is too quickly, there may be some problems. If the platform is adopted immediately, Ethereum requests could improve dramatically, and at a rate that exceeds the rate with which the miners can create new coins. Under a situation like this, the entire stage of Ethereum could become destabilized because of the increasing costs of running distributed programs. In turn, this could dampen interest Ethereum stage and ether. Instability of demand for ether can result in a negative change in the economical parameters of an Ethereum based company that could lead to company being unable to continue to operate or to cease operation. For most users of cryptocurrencies it is not essential to understand how the process functions in and of itself, but it is simply vital that you understand that there is a procedure for mining to create virtual money. Unlike monies as we know them now where Governments and banks can just select to print endless quantities (I am not saying they're doing so, just one point), cryptocurrencies to be managed by users using a mining application, which solves the complex algorithms to release blocks of monies that can enter into circulation. Lots of people would rather use a currency deflation, particularly people who want to save. Despite the criticism and skepticism, a cryptocurrency coin may be better suited for some uses than others. Fiscal seclusion, for example, is amazing for political activists, but more problematic when it comes to political campaign funding. We need a stable cryptocurrency for use in commerce; if you're living paycheck to paycheck, it'd happen included in your riches, with the remainder earmarked for other currencies.
It is definitely possible, but it must have the ability to recognize opportunities irrespective of market behaviour. The market moves in relation to cost BTC … So even supposing it's in a BTC trend down can make money by buying the altcoins which are altcoin oversold trading ratios-BTC. Sure, your purchasing power in DOLLARS may be lower, but as long as your purchasing power in BTC is still growing you'll be fine. It should be difficult to get more little gains (~ 10%) throughout the day. Study the way to read these Candlestick charts! And I found these two rules to be accurate: having little gains is more rewarding than attempting to resist up to the peak. Most day traders follow Candlestick, therefore it is better to have a look at publications than wait for order confirmation when you think the price is going down. Secondly, there is more volatility and compensation in currencies that never have made it to the profitability of sites like Coinwarz. Entrepreneurs in the cryptocurrency movement may be wise to investigate possibilities for making substantial ammonts of cash with various forms of online marketing.There could be a rich reward for anyone daring enough to brave the cryptocurrency markets.Bitcoin architecture provides an informative example of how one might make a lot of money in the cryptocurrency markets. Bitcoin is an outstanding intellectual and technical accomplishment, and it has generated an avalanche of editorial coverage and venture capital investment opportunities. But not many people understand that and lose out on quite successful business models made accessible as a result of growing use of blockchain technology. When searching forBenefit From Vpncoin, there are many things to think about.
Click here to visit our home page and learn more about Benefit From Vpncoin. Bitcoin is the main cryptocurrency of the internet: a digital money standard by which all other coins are compared to. Cryptocurrencies are distributed, worldwide, and decentralized. Unlike conventional fiat currencies, there is no authorities, banks, or another regulatory agencies. As such, it really is more immune to outrageous inflation and corrupt banks. The benefits of using cryptocurrencies as your method of transacting money online outweigh the security and privacy threats. Security and seclusion can readily be achieved by just being bright, and following some basic guidelines. You wouldn't put your entire bank ledger online for the word to see, but my nature, your cryptocurrency ledger is publicized. This can be secured by removing any identity of possession in the wallets and therefore keeping you anonymous. Since one of the oldest forms of earning money is in money lending, it is a fact that one can do that with cryptocurrency. Most of the lending websites currently focus on Bitcoin, several of those websites you might be demanded fill in a captcha after a particular time frame and are rewarded with a small amount of coins for seeing them. You can see the www.cryptofunds.co site to find some lists of of these websites to tap into the currency of your choice. Unlike forex, stocks and options, etc., altcoin marketplaces have quite different dynamics. New ones are always popping up which means they do not have lots of market data and historical view for you to backtest against. Most altcoins have quite poor liquidity as well and it is hard to come up with an acceptable investment strategy. Only a fraction of bitcoins issued so far can be found on the exchange markets. Bitcoin markets are competitive, meaning the price a bitcoin will rise or fall depending on supply and demand. Lots of people hoard them for long term savings and investment. This restricts the number of bitcoins that are actually circulating in the exchanges. Moreover, new bitcoins will continue to be issued for decades to come. Therefore, even the most diligent buyer couldn't purchase all present bitcoins. This situation is just not to imply that markets aren't exposed to price manipulation, yet there exists no requirement for big amounts of money to move market prices up or down. The smallest events on earth economy can affect the price of Bitcoin, This can make Bitcoin and any other cryptocurrency volatile. This mining task validates and records the trades across the whole network. So if you are trying to do something prohibited, it's not a good idea because everything is recorded in the public register for the rest of the world to see eternally. If you are looking for Benefit From Vpncoin, look no further than TAN.
Cryptocurrencies such as Bitcoin, LiteCoin, Ether, The Affluence Network, and many others have been designed as a non-fiat currency. Quite simply, its backers assert that there is "real" value, even through there is absolutely no physical representation of that value. The value climbs due to computing power, that is, is the only way to create new coins distributed by allocating CPU power via computer programs called miners. Miners create a block after a time period that is worth an ever declining amount of currency or some form of benefit in order to ensure the shortfall. Each coin includes many smaller units. For Bitcoin, each unit is called a satoshi. Operations that take place during mining are just to authenticate other trades, such that both creates and authenticates itself, a simple and elegant alternative, which can be among the appealing aspects of the coin. Once created, each Bitcoin (or 100 million satoshis) exists as a cipher, which is part of the block that gave rise to it. Anyone who has mined the coin holds the address, and transfers it into a value is provided by another address, which is a "wallet" file stored on a computer. The blockchain is where the public record of transactions lives.
The fact that there is little evidence of any increase in the utilization of virtual money as a currency may be the reason there are minimal efforts to control it. The reason behind this could be merely that the market is too small for cryptocurrencies to warrant any regulatory effort. It is also possible that the regulators simply do not understand the technology and its consequences, awaiting any developments to act. Mining cryptocurrencies is how new coins are put in circulation. Because there is no government control and crypto coins are digital, they cannot be printed or minted to create more. The mining process is what creates more of the coin. It may be useful to think about the mining as joining a lottery group, the pros and cons are just the same. Mining crypto coins means you'll really get to keep the full benefits of your efforts, but this reduces your chances of being successful. Instead, joining a pool means that, overall, members will have a higher possibility of solving a block, but the reward will be split between all members of the pool, depending on the number of "shares" won.
If you are thinking of going it alone, it is worth noting the software settings for solo mining can be more complex than with a pool, and beginners would be likely better take the latter course. This alternative also creates a steady stream of revenue, even if each payment is modest compared to fully block the wages. Here is the coolest thing about cryptocurrencies; they usually do not physically exist everywhere, not even on a hard drive. When you examine a special address for a wallet containing a cryptocurrency, there is no digital information held in it, like in exactly the same way a bank could hold dollars in a bank account. It is only a representation of value, but there is absolutely no actual tangible kind of that value. Cryptocurrency wallets may not be seized or immobilized or audited by the banks and the law. They do not have spending limits and withdrawal restrictions imposed on them. No one but the owner of the crypto wallet can determine how their wealth will be managed. The sweetness of the cryptocurrencies is the fact that fraud was proved an impossibility: because of the character of the protocol in which it's transacted. All transactions over a crypto-currency blockchain are permanent. When youare paid, you get paid. This is not anything short-term wherever your customers could dispute or require a concessions, or use dishonest sleight of palm. Used, many dealers would be a good idea to utilize a transaction processor, because of the permanent character of crypto-currency transactions, you have to ensure that stability is tough. With any type of crypto-currency whether it be a bitcoin, ether, litecoin, or some of the numerous additional altcoins, thieves and hackers might gain access to your private recommendations and so grab your money. Sadly, you most likely will never obtain it back. It is very important for you to undertake some great safe and secure practices when coping with any cryptocurrency. Doing this may guard you from all of these bad functions. In the event of the fully functioning cryptocurrency, it could perhaps be exchanged as being a thing. Proponents of cryptocurrencies proclaim that form of virtual money is not managed by way of a key bank system and it is not thus susceptible to the whims of its inflation. Because there are a limited number of goods, this coinis price is dependant on market forces, allowing homeowners to trade over cryptocurrency exchanges.


Home > Science > Health > Are We Close to Cure Type II Diabetes?
Are We Close to Cure Type II Diabetes?
Diabetes is a disease characterized by high blood sugar levels over a long period of time.
The development of medications to treat diseases is based on understanding how cells work.
It is at this cellular level that scientists at the University of California, Los Angeles and University of California, Irvine have come close to understanding why people with type 2 diabetes experience a malfunction in a process that prevents the accumulation of a toxic protein known as islet amyloid polypeptide (IAPP).
The accumulation of this protein is linked to the loss of insulin-producing pancreatic beta cells. Insulin is the hormone responsible for distributing blood sugar into cells, thus maintaining healthy sugar levels.
This research was published 18 July, 2014 in the peer-reviewed Journal of Clinical Investigation.
Diabetes is a disease characterized by high blood sugar levels over a long period of time. This is usually caused by the inability of the body to effectively utilize blood sugar.
In type 1 diabetes, the pancreas produces little or no insulin. In type 2 diabetes, which forms 90 per cent of all diabetes cases, the body's cells do not utilize insulin effectively resulting in insulin resistance. Increased body weight and prolonged lack of exercise are thought to be contributing factors to type 2 diabetes.
"Whereas the cause of type 1 diabetes is not fully understood but considered autoimmune, type 2 diabetes is one of the most challenging health problems in developed and developing countries," says Raphaela Farrenkopf, an senior administrator at Merck Serono, the biopharmaceutical division of Merck, an international pharmaceutical company.
What has always perplexed researchers is the cause behind the accumulation of IAPP in the pancreatic beta cells of people with diabetes.
"Researchers from the University of California Los Angeles (UCLA) suggest that in people who do not have type 2 diabetes, autophagy prevents the accumulation of toxic forms of IAPP," reported the Science Daily on 24 July, 2014. Autophagy is a process that clears damaged and toxic proteins from cells.
On the other hand, in people with type 2 diabetes, the process appears not to work properly, contributing to the destruction of beta cells.
"Only a few previous studies have reported that autophagy is important for beta cell function and survival," said Safia Costes, the study's co-author, to the Science Daily.
Those earlier studies, according to Costes, were not conducted to look into the role of this process in the regulation of IAPP, which is an important contributor to type 2 diabetes.
What scientists discovered from this new research is that autophagy plays a role in removing IAPP from pancreatic beta cells.
In the study, researchers found that mice that had beta cells in which autophagy didn't work properly showed elevated levels of toxic IAPP, leading to the death of other beta cells. As a result, those mice developed diabetes.
Costes emphasized that the goal of this work is to understand the cellular mechanisms responsible for beta cell destruction so that they can identify the best targets for beta cell protection.
"This would aid the development of the next generation of treatments as well as combination therapies for type 2 diabetes," she said.
A report compiled by the Baker IDI Heart and Diabetes Institute estimated that 6.4 per cent of people aged 20 to 79 had diabetes in 2010. They expect this number to increase to 7.7 per cent by 2030.
Farrenkopf explains that diabetes and the subsequent complications resulting from the disease are the fourth leading cause of death in most developed countries.
Treating type 2 diabetes is challenging because its symptoms are not clear-cut and thus the disease can go undetected for some time.
"The patient does not experience acute symptoms, and therefore the disease can go unnoticed for quite some time. It is a chronic progressive disease, and approximately 50 per cent of patients don't know that they have it," says Farrenkopf.
Type 2 diabetes can be managed by maintaining a healthy diet and weight. When diet and exercise are not enough, patients need to be treated with medications that decrease blood sugar levels or to receive insulin therapy. Type 1 diabetes always needs insulin treatment.
This article was first published in 2014 and is currently republished for its uniqueness.


Patrick has developed his own signature style and techniques which are meticulously explained and depicted in his recent book "The Power of Illusion". His experience has enabled him to understand the challenges students face in grasping a certain technique. Patrick enjoys the challenge of guiding his students' development of their work and seeing them grow in their profession, and feels privileged to have had a part in that growth.
Patrick is that rare person who can not only work artistic magic but also inspire that hidden talent in others through detailed example and clear instructions. He has the patience of a saint and clearly loves to teach. I would highly recommend for anyone to take a workshop or many from Patrick.


A water resistant, scent free sun screen that provides a high level of UVA and UVB protection for fair complexions.
Green People Scent Free Sun Lotion SPF30 is a water resistant sun screen that provides a high level of UVA and UVB protection for fair complexions. This natural sun lotion offers natural protection from UVA and UVB radiation (Titanium dioxide, natural Cinnamic acid and Edelweiss extract). Rich in antioxidants to protect against cell damage and moisture retaining for a longer lasting tan. Soothing and suitable for sensitive skins as it is fragance free.
Squeeze out two lines of Green People Scent Free Sun Lotion SPF30 along the full length of the underside of your index and middle fingers. Then apply to all skin areas every 2 hours and after swimming. If insufficient amount of sun cream is applied, it may not reach its advertised efficacy.
AQUA, ISOAMYL P-METHOXYCINNAMATE, HELIANTHUS ANNUUS (SUNFLOWER) SEED OIL*, OLEA EUROPAEA (OLIVE) FRUIT OIL*, ELAEIS GUINEENSIS (PALM) OIL*^, TITANIUM DIOXIDE [NANO], DIETHYLAMINO HYDROXYBENZOL HEXYL BENZOATE, CETEARYL ALCOHOL, GLYCERYL STEARATE, CETEARYL GLUCOSIDE, CERA ALBA (BEESWAX)*, ALOE BARBADENSIS (ALOE VERA) LEAF JUICE POWDER*, PERSEA GRATISSIMA (AVOCADO) OIL*, CHAMOMILLA RECUTITA (CHAMOMILE) FLOWER EXTRACT*, ALTHAEA OFFICINALIS (MARSHMALLOW) ROOT EXTRACT*, CAMELLIA SINENSIS (GREEN TEA) LEAF EXTRACT*, lEONTOPODIUM ALPINUM LEAF EXTRACT, COMMIPHORA MYRRHA (MYRRH) OIL^, ROSMARINUS OFFICINALIS (ROSEMARY) LEAF EXTRACT*,SODIUM STEAROYL GLUTAMATE. GLUCONOLACTONE, SODIUM BENZOATE, SODIUM DEHYDROACETATE, PHYTIC ACID.
- Formula: 100% natural. 78.6% organic. Vegetarian (beeswax). Free from parabens, sulphates, alcohol, methylisothiazolinone, methylchloroisothiazolinone, lanolin, propylene glycol, silicone, synthetic perfume, petrochemicals, colourants, DEA, TEA, PEGs.
I have used it a few times & like that it is unscented and does the job with no nasty ingredients, but it is quite expensive and I found it very hard to rub in, it leaves a white residue unless you rub quite a bit. Samantha, Surrey, U.K.
A natural & cruelty-free sunscreen that works!
The BEST sunfactor I ever used!


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Why Physicians May Not Protect Patients in the Hospital
Lawrence R. Huntoon, MD, PhD
In years past, you could count on your independent physician to look out for you both inside and outside the hospital. Times change and, today, things are quite different.
Thanks to Obamacare, and the accompanying expansion of Accountable Care Organizations (ACOs), independent physicians are being squeezed out and, in some cases, deliberately driven out of business nationwide.
Hospitals and large physician groups are combining to form ACOs, designed to cut health care spending. In some cases, hospitals are combining with insurance companies to form Exclusive Provider Organizations (EPOs) that limit choice to a small panel of physicians. Hospitals are also employing more physicians as hospitalists in an effort to maximize profits by controlling the care hospitalists provide.
Some physicians, beleaguered with increasing and costly administrative burdens imposed by government and insurers, have sought refuge in these new care models, perhaps not fully realizing what loss of autonomy means for their patients. The developing culture in these ACO, EPO and employed physician models is that physicians quickly learn to do as they are told and not criticize or speak out when the system is not working for their patients.
For example, physicians who previously referred patients to specific specialists based on years of trust and experience in the specialist's skills and abilities are increasingly being told to stop referring to those doctors and to refer patients only to physicians employed by the hospital or who are in the ACO or EPO.
Physicians who disregard such warnings and who choose to act in the best interest of their patients are at risk of being terminated from hospital employment or deselected from the ACO or EPO. If the hospital, ACO or EPO has monopolized the market, the physician may be unable to sustain an independent practice. Physicians soon learn to "cooperate."
Physicians who refuse to become employed and controlled by a hospital, or who refuse to refer patients requiring hospitalization to hospital-employed hospitalists, may lose their hospital privileges because of a hospital's abuse of the credentialing or peer review process, known as sham peer review. Trumped-up and/or false charges are frequently used in a kangaroo court peer review process in the hospital. If the attack is successful, it not only eliminates the physician victim from the hospital, but often ends his career as well.
In some cases, physicians who oppose a hospital's agenda are labeled "disruptive physicians" and are sent — at enormous cost, all paid out of pocket by the physician — to distant re-training centers that specialize in treating "disruptive physicians."
As part of the "treatment," physicians are frequently coerced to take psychoactive medications under threat of loss of their livelihood.
Some treatment centers also use lie detectors if they think the subject physician is not being forthright in his responses. One physician, who was interviewed under condition of anonymity, described the process as "brain scrubbing," similar to "Soviet-style punitive psychiatry."
Another physician, a whistleblower who was a strong advocate for patients, learned the hard way what can happen to a physician who criticizes the way a hospital is being run. According to sworn testimony, a hospital chief executive officer hired an operative who was allegedly connected with the Mafia to set up the physician by planting a gun in the physician's car. Based on an untraceable "911" call about a fabricated incident of road rage, the whistleblower physician was arrested in the hospital parking lot and taken to the police station, where he was strip-searched, booked, and thrown into a cell for five hours. Tires on two of the physician's cars were also mysteriously slashed, an action that placed his daughter's life at risk when one of the tires blew and the car flipped on the freeway.
If hospitals, ACOs and EPOs succeed in eliminating independent physicians from the hospital, who will be left to protect the interests of patients? And what kind of treatment can patients expect from organizations that abuse physicians in these ways?
Article provided by the Association of American Physicians and Surgeons.
Lawrence Huntoon, M.D., Ph.D. (from the Buffalo, NY area)is a board-certified neurologist who runs a third-party-free practice in Derby, New York. Dr. Huntoon earned his M.D. and Ph.D. degrees from Louisiana State University Medical Center in New Orleans. In 1980, he received the highest award offered to LSU graduates, the Chancellor's Award for scholarship, leadership and professional excellence. He completed his internship and residency training at the Dent Neurologic Institute at Millard Fillmore Hospital in Buffalo, New York.
Dr. Huntoon is a past president of the Association of American Physicians and Surgeons (AAPS), and is currently serving his fourth term on the AAPS board of directors. Dr. Huntoon is also editor-in-chief of the Journal of American Physicians and Surgeons, a position he has held since 2003. Dr. Huntoon has written and lectured extensively on medical care issues and the importance of the patient-physician relationship.

redpajama_set_name: RedPajamaCommonCrawl


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The New Normal in Ecommerce after COVID-19
Apr 21, 2020 • 3 min
Many retailers are focused on their immediate needs right now as the coronavirus stresses supply chains through extreme demand change and inventory scarcity. We've been happy to hear from many of our customers in essential retail sectors that, while the short-term impact of COVID-19 was extreme, they were able to weather the storm better than they had anticipated.
While that's of course excellent news, retailers should be wary of false confidence. In a crisis like this, we typically over-estimate the short-term implications while dramatically under-estimating the long-term ones. Now that we're several weeks into the crisis, retailers must plan for the future to ensure their long-term health.
With a surge of shoppers forced to adopt ecommerce in the wake of store closures, we hope retailers are thinking carefully about their online strategies going forward. These are our top three predictions for what the "new normal" will look like in ecommerce.
Increased Online Sales
Locally mandated store closures have forced many new customer segments to adopt ecommerce — even for items like fresh groceries, which many consumers prefer to shop in person. Though customers will assuredly return to brick and mortar stores when they reopen, there's still a significant demographic that has been pushed over the learning threshold for online shopping. The convenience of omnichannel purchases will likely remain attractive to them going forward. Though online sales will certainly dip after stores reopen, it's unlikely they will return to pre-coronavirus levels.
Most Retailers Must Improve Online Fulfilment Capability
Grocers in particular have seen booming sales from high demand, but they're still losing margin due to costly and inefficient home delivery. Many specialty retailers, while not experiencing demand surges, have also been pushed to ramp up their curbside and home delivery capabilities and are facing the same challenges.
With the amount of third-party delivery partnerships available these days, finding vehicles and drivers isn't terribly difficult, but it's not terribly efficient at the moment either. As these partnerships grow in importance, there will be an increased focus on improving efficiency and reducing costs. Most retailers we've spoken with have actually identified online picking as their primary bottleneck because it can't be outsourced as easily as delivery can. You might consider how to effectively pick out of your own stores, which already have a large network in place as a strong asset.
Ultimately, businesses should closely inspect the lessons they're learning right now about their own ecommerce fulfilment abilities and consider how to apply those lessons to future operations. Continue building out your fulfilment capabilities, and make sure your business has reliable underlying systems for managing inventory by channel.
New Partnerships to Improve Fulfilment
We've already seen some innovative partnerships emerge as retailers find creative ways to fulfil their online demand. Many of these partnerships focus on leveraging existing fulfilment operations — for example, meal delivery companies expanding their services to bringing groceries or even home repair items directly to consumers. In Finland, leading pet supplies and accessories retailer Musti Group has partnered with the meal service company Wolt to get pet food and supplies into the hands of their shoppers.
Of course, not all of these partnerships will survive in the long-term, especially once brick-and-mortar channels are able to reopen. We still suspect that these partnerships may be the first step toward a model that prioritizes quick delivery for any and all products. This would allow smaller retailers to challenge Amazon's ecommerce supremacy without having to operate an enormous logistical infrastructure of their own.
These are the three primary ecommerce trends we expect to see as the retail world settles into its new post-coronavirus reality — but there will be more change, both expected and completely unexpected. Assortment rationalization, for example, will likely become a far more urgent initiative as demand settles into new levels — both by category and by channel. We're also interested to see whether there will be a rise in microfulfilment centers to alleviate the strain retailers experienced when struggling to pick orders.
Our most important message to retailers today is this: the understanding you had in March of how your company operates best — it's already outdated. Have sharp eyes and an open mind as you go forward. Make sure your business processes and the technology solutions that support them are flexible enough to help you adapt to the new normal, whatever form it takes.
Johanna Småros
Co-founder, PhD in Supply Chain Management
Michael Falck
4 Key Trends and Technology Impacting Grocery Retail
RELEX CEO Mikko Kärkkäinen recently spoke with Total Retail about what he sees as the top four trends impacting grocery retail this year.
This blog provides a look back on the events of 2022 with perspective on what is to come in 2023 and how RELEX is well-positioned to meet the needs of retailers and CPG companies.
3 major causes of waste in the food supply chain
This blog discusses the top causes of waste across the food supply chain and how technology can help grocery stores meet customer needs while reducing food waste and ultimately cutting their footprint.


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Q: ignore all changes to dir We have a git submodule, it's in a folder called 'config' in several repos.
I am getting this when doing a merge:
On branch oleg/feature/1537299444
Your branch is up to date with 'origin/oleg/feature/1537299444'.

Changes not staged for commit:
        modified:   config (modified content)

no changes added to commit

and it exits with 1.
How can I ignore all changes to the 'config' folder, which is a gitsubmodule?
I tried:
git checkout config

but that didn't do anything

A: Try first to check what kind of of diff/new element you see in the submodule.
cd config
git status
git diff

If you can, do a git reset --hard in that config folder (if you don't need any local modification done in config)
Then go back to the parent repo, and retry your git merge.

redpajama_set_name: RedPajamaStackExchange


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Formed in Orlando, Florida in 1993, the Backstreet Boys have since gone down in history as one of the most successful music groups of the boy band era. Made up of Nick Carter, Brian Littrell, AJ McLean, Kevin Richardson, and Howie D., the band has released a total of 8 studio albums, been nominated for 7 Grammy Awards, and sold more than 130 million records, making them the best-selling American boy band of all time. With poppy hits such as "Quit Playin' Games With My Heart," "As Long As You Love Me," "I Want It That Way," and "Shape of My Heart," BSB has maintained a loyal fan base who flock to their concerts today just as enthusiastically as they did in the 1990s. Through 2018, you can see the band perform live with tickets to their Larger Than Life residency at the Planet Hollywood Resort in Las Vegas.
Backstreet Boys History & Performances
The Backstreet Boys first rose to international fame in 1996 with the release of their self-titled debut album. It quickly climbed up the worldwide charts and became one of the most successful debut albums of all time. They released their third album, Millennium, in 1999, which entered the Billboard 200 at No. 1 and catapulted them into absolute superstardom. Following 2000's Black & Blue, the Backstreet Boys took a 2-year hiatus before coming back together to work on Never Gone, a comeback album released in 2005. After the Never Gone Tour, Kevin Richardson opted to leave the group to pursue other interests, but BSB continued to release 2 more records as a quartet. Richardson rejoined the group in 2012, just in time to celebrate the band's 20th anniversary. Since then, they have put out their eighth studio album, In a World Like This, released the documentary Show 'Em What You're Made Of, and received a star on the Hollywood Walk of Fame. Catch them in 2018 during their Las Vegas Residency or grab tickets to see the group perform at the iHeartRadio Music Awards in Los Angeles.


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Audeze interviews bassist, composer and arranger Chuck Israels
Chuck Israels has been a musician/bassist/composer/arranger and audiophile since his days building Williamson circuit amplifiers, assembling DynaKits and working at The Listening Post in Boston and later at Acoustic Research testing and building loudspeakers (1957-60). As a bassist, he's best known for his work with pianist Bill Evans, but Chuck has played on dozens of records and is still going strong.
"I use my LCD-1s when I need to hear deeply into editing or mixing... Every incremental improvement removes a veil and gets me a step closer to 'in the room' nirvana." - Chuck Israels
Here's our chat with Chuck:
I'm happy with almost all the work I did with Bill Evans — particularly a concert at the ORTF in Paris in 1965 that's been poorly distributed on pirate labels but may soon become more widely available, and the work with Bill's trio and Swedish singer, Monica Zetterlund. There were many performances with the National Jazz Ensemble in the 1970s that remain memorable. Like many musicians, I live in the present. So my favorite things are often those I'm working on at the moment. I have a fine nonet here in Portland, and as soon as we can get back to performing and recording, that will occupy my attention and dispel nostalgia. A lot of the band's music can be found on the website.
How would you define your main role on most of the projects you work on?
I worked for some years as a freelance jazz bassist. Most of what I do now is as bassist/leader/composer/arranger. I won a Grammy last year for my work on a project with mezzo soprano, Joyce DiDonato.
How did you get started in music/audio production?
I've played music almost as long as I can remember, from playing the guitar and cello starting around 10 years old. My stepfather was a fine classical baritone, and there were musicians and music in the house all the time. Paul Robeson was my kid brother's godfather, and you don't forget that voice, or that level of integrity and commitment. And that was only one of many impressive people to whom my parents provided access. I've always been interested in audio and recording and have followed that ancillary interest as long as I've been a musician.
The bassist Oscar Pettiford was an early influence, and when I first heard Bill Evans, before I had the opportunity to work with him, his music represented an ideal balance of aesthetic principles for me.
I used to avoid frustration, although I can certainly attest to a life that hasn't been free of it. It took a long time, and some maturity, to realize frustration is simply the resistance you feel when you're moving forward, so my attitude towards it has changed. I make an effort to treat it as a friendly confrontation and try to deal with it as a normal sensation on the path to achievement. I'm not always successful in maintaining that attitude, but it's my intention, and it does help to think of difficulties that way rather than as unusual obstacles. At least those over which one can exert some control.
I have a favorite bass — a Glaesel from 1894 that's recently been restored, and it's a particularly satisfying instrument.
Besides that, I work daily writing music using Finale (on a Mac) in a comfortable small studio with good playback equipment, including Audeze LCD-1s. A most useful piece of equipment is an X Keys keyboard I use with Keyboard Maestro software to control many time and irritation saving macros.
Do you have any words of wisdom for people who might aspire to get where you are in their own careers?
That's a tough one. Where I am is, in many ways, no longer available. Wherever one is headed, there are multiple paths. The circumstances most helpful to me were not strictly academic. I learned more, and more quickly, in apprenticeship situations where I was surrounded by those with greater age and experience and had to struggle to keep up. Most academic educations situations, while they are far from useless, have the disadvantage of being ghettos of like age and experience where one is more powerfully influenced by one's contemporaries than one's teachers.
I've had to use them in recording studios off and on for many years, though I much prefer simply listening to the acoustic balance among the instruments in the room, whenever that's possible. The headphones provided by most recording studios are generally less than "audiophile" quality, and even if they were, I'm pretty happy with the sounds in the room. My old friend, Jerry Rosen, former associate concertmaster of the Boston Symphony, said, "Listening to music on records is like being kissed over the telephone." When I told that to pianist/composer, Bill Dobbins, he'd said, "No, it's like eating a picture of food."
Nevertheless, we want the phone kisses of recorded music to be as close as possible to the real thing, so good recordings and playback occupy a lot of my attention. And the ability to hear a particular performance on demand is a tremendous convenience.
I use my LCD-1s when I need to hear deeply into editing or mixing, and when I don't want to disturb other people in the house. I use the LCDi3s on trains and while walking for exercise. There's a large and beautiful park directly across the street from our home, and I walk a couple of miles in it daily. That's a rare chance for me to listen to music I'm not working on, and it engages my mind so that I don't notice the effort it takes to climb the hills! That may not be the most "audiophile" or romantic reason I love the Audeze in-ears, but it's the truth, and it's compelling enough for me to want the best I can afford. Every incremental improvement removes a veil and gets me a step closer to "in the room" nirvana.


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text:
Gronks solid performance is something to take away from loss in Miami
(usatoday.com)
Although he will be remembered as the guy that missed the final tackle in the miracle in Miami, Rob Gronkowski appears to be getting back into the form that we know and love.
Statistically speaking, Gronk had his most productive game of the season, hauling in 8 catches for 107 yards and a touchdown. After hearing all season long that Gronk is no longer a difference-maker on the field and that his career is behind him, it was a welcoming sight to see him be back to his old self.
I felt good out there, definitely," Gronk said. "I'm making plays, blocking, getting some chemistry built back up. I wish we could have put up more points in the red zone, but as a unit we were playing well, moving the ball, and we've just got to continue that positive streak going of moving the ball on the offensive side."
Gronk has battled injuries throughout his entire career and this season is no different. He has been dealing with back and ankle issues this season but has taken a different approach in terms of dealing with them. While in years prior, Gronk would often be playing not at 100%, but he now seems to be taking his health more seriously and will only play if he feels physically fit. The offense has been grooving of late so hopefully everyone can remain healthy and have a strong finish to the season.
Follow Tommy on Twitter-@Tommy_Quigley
Tommy Quigley 12/12/2018 10:02:00 AM Tweet Edit


i watched one episode the other night where Nick was engaged to be married, but the woman he was in love with, fell in love with Heath! I don't about you, but that sounds to me like Melinda Banning all over again.
littlejoenice wrote: i watched one episode the other night where Nick was engaged to be married, but the woman he was in love with fell in love with Heath! I don't about you, but that sounds to me like Melinda Banning all over again.
Sounds like an interesting episode. Do you happen to remember the title? I'd like to find it on-line somewhere and watch it.
I always watched The Big Valley with my mom. But it's been years since I've seen most of the episodes. As far as romance, I don't think the Barkley brothers had as many women die on them as the Cartwrights did!
Some similarities though, Jarrod was the oldest and very cerebral. He had a law practicein Stockton. Adam was the college graduate.
I think if they had wanted to keep Pernell Roberts on the show, they should have had him open his own architectural firm in Virginia City, buy a house there and stop worrying that his character would have to call Ben "Pa" all the time. I think that was one of PR's big problems with the way Adam had to behave. On the Big Valley everyone called Victoria "Mother". No one called her Ma or Mommy. Maybe if Adam was allowed to call Ben "Father" he would've been happier.
The episode was called, "By Fires Unseen."
littlejoenice wrote: The episode was called, "By Fires Unseen."
Thanks for posting that! I found the episode on youtube. As soon as I saw that it was a first season episode, I realized that was why I didn't recall it. The youngest son Eugene was in it. I didn't remember him at all.
I was reading about Big Valley (a few years ago) and someone wondered what happened to the youngest Barkley, Eugene. I wondered, Who is Eugene? LOL I haven't seen those episodes in many years. The article said that the actor who played him, Charles Briles, was drafted and was in the Army . He just disappeared from the show with no explanation, just like Chuck, Ritchie Cunningham's older brother on Happy Days.
When I saw that Diane Baker was the guest star, I recalled that I did see it. I had the vaguest recollection of her appearance on the show and that she broke up with Nick. I always thought she was one of the prettiest actresses on television.
Last edited by PJudith on Mon Jan 30, 2017 2:13 am, edited 1 time in total.
I know they had to "speed things up" for story telling, but maybe they could indicate that HunkyMale had been courting BlueDressCladFemale for a few months before he popped the question . Just seems that one of the brothers could ask, "Are you sure about this? You've only known her for ______ ."
When Jarrod married, I believe he'd only known her for a week or so. He just showed up back home married.
Tracy wrote: When Jarrod married, I believe he'd only known her for a week or so. He just showed up back home married.
Didn't they meet on a train and when I came time for her (for him) to debark, they decided to marry?
Yeah, they couldn't SHOW that a long stretch of time had passed. But they could indicate it with dialogue.
A month would be a whirlwind courtship, a few days is just nuts!
After watching this episode, there seemed to be a lot of elements from "She Walks in Beauty". First Jarrod recognizes Hester from a trip to San Francisco. She was the belle of the ball with men swarming around her. I don't think she had the same emotional baggage as Regan Miller. No scandals. But she was young and immature and just liked the attention of men.
At the end of the episode she tells Nick that she wanted Heath's attention and if the situation was reversed and she was engaged to Heath, she would've tried to get Nick's attention. I don't think she was in love with either man. She was just in love with men being attracted to her and falling all over her. At least she knew that much about herself.
Other things reminded me of BZ. Like, how could those woman look so well groomed on the trail? Hester fell in the water and her hair got soaking wet. A few hours later she was sporting a very elaborate hairstyle. Did they have hair salons in the woods? LOL How did she accomplish that hair-do without a blowdryer? And where did all the women pack those elaborate dresses for the dance? In their saddle bags?
Not too realistic, but it was the 1960's version of life in the old west. Honestly, if I take a five hour car trip I look more bedraggled than those women looked after sleeping out in the woods for three nights! If I had to sleep in the woods for three nights, even the bears would avoid me!
Last edited by PJudith on Tue Jan 31, 2017 12:49 am, edited 1 time in total.
PJudith wrote: ... Other things reminded me of BZ. Like, how could those woman look so well groomed on the trail? Hester fell in the water and her hair got soaking wet. A few hours later she was sporting a very elaborate hairstyle. Did they have hair salons in the woods? LOL How did she accomplish that hair-do without a blowdryer? And where did all the women pack those elaborate dresses for the dance? In their saddle bags?
that's my story and I'm stickin' to it!
Lol ellie, You had me going there! For a second I thought that they really had those vans on wheels in the old west and I just never heard of them.
The Barkleys did lead charmed lives though. Like at the end of the episode, they managed to get a doctor to make a housecall up the side of a mountain to see Nick! Most people can't get a doctor to drive two blocks to their house.
Not trying to be too critical, I did like The Big Valley a lot. It's just funny how the characters led such twentieth century lives in the 1870's.


Network connectivity is a vital part of every organization's network infrastructure. Cables can be viewed as the veins through which connectivity is established and through which the world's data, information, and communications flow. Your ability to communicate in your organization is dependent on the quality of your cabling infrastructure. Without an effective system, you'll suffer slow speeds, unreliability, and down-time.
Data cabling and network cabling.
Moving of existing network cabling or voice ports, Data Cable testing and repair of faulty network points.
Horizontal, offsite, vertical and multi-floor/under-floor / raised-floor cabling.


text:
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    parse (text) {
      return text.trim()
    },

    // Abuse the autofill feature to rewrite the `item.context`
    autofill (item) {
      if (item.name) {
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        // Cleanup
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  }
}

redpajama_set_name: RedPajamaGithub


text:
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A Totem for Hull – new sculpture for university campus
by editor 15th May 2019 No Comments
Artist Jason Wilsher-Mills. Photo: Jerome Whittingham.
Disabled artist Jason Wilsher-Mills works with disability groups in Hull to develop a new sculpture with digital interactivity for the University of Hull campus, which will be unveiled on 28th June by Reece Shearsmith of The League of Gentlemen.
Jason spent the first part of 2019 working with disabled people from a range of groups and organisations in Hull. This has informed his final design of a sculpture exploring the representation of disability in the city. Hull born actor and League of Gentlemen member, Reece Shearsmith will unveil the sculpture outside the Brynmor Jones Library at the University of Hull at 2pm on Friday 28th June 2019. The sculpture is interactive, utilising augmented reality apps to unlock animations, text & audio.
Born in Wakefield and based in Sleaford, Lincolnshire, Jason is pleased to be working in Hull again after being part of its UK City of Culture year through his Square Peg residency at Artlink Hull in 2017. A Totem for Hull is a legacy of his work in the city and will be delivered in partnership with Artlink Hull, the University of Hull, Hot Knife Media and a range of disability focused organisations.
A Totem for Hull is supported by Arts Council England, Hull City Council Arts and the University of Hull.
Jason says of the project: "Being commissioned to create a new sculpture, for such an illustrious venue as the University of Hull, developed with some of the disabled communities of Hull is an absolute honour. To have a sculpture, at such a high profile venue, which celebrates disability, is a great honour also. I have really bonded with some of the people I have worked with and feel that there is even more stories out there in Hull to be explored."
Jason (right) at one of the project's engaging public workshops.
Jason trained at The Cardiff Institute of Higher Education, where he attained a B.A. (Hons) in Fine Art. In recent years Jason has been exhibited at and commissioned by The National Centre for Craft and Design, the V&A, Tate Modern, Eureka!, The Museum of Islamic Art in Doha and the Houses of Parliament among other international venues.
After initially specialising in traditional painting techniques, Jason has in recent years focused on digital work using technology such as iPad and Wacom tablets. The use of these technologies in place of the more traditional artistic mediums came about through the convenience and accessibility of tablets which allow him to produce large scale, detailed paintings despite the physical challenges presented by his disability.
Major themes that consistently run throughout Jason's work include his experience as a disabled person and the struggles he has endured through illness since childhood up until the present day, trying to translate his daily experiences and challenges to the audience. A major aspect of his work also focuses on the treatment and perception of disability and disabled people in society, as well as social history and the democratic process.
Website – A Totem for Hull, Artlink
[Artlink]
Local housebuilder creates an un-bee-lievable buzz this Spring Bank Holiday
Get your skates on for Fruit Market half-term fun
Temporary goodbye to some of Hull's fine collection of maritime paintings
15th January 2021 editor
Forecourt retailer helps to keep air ambulances flying
Hull Together survey: Uniting communities by listening to all residents' views on the issues that matter
Digital downloads soar, events go virtual and libraries welcome new account sign ups as residents turn to books and stories for escape
9th January 2021 editor
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As a Former Insurance Adjuster, I Understand the Tactics that Insurance Companies Use to Minimize Liability
Delay. Denial. Minimize injuries. Blame others. Blame the injured.
Every dollar that insurance companies can save stays in their pocket.
Before I became a lawyer I was an insurance adjuster. Insurance adjusters are carefully trained to meticulously analyze claims, and if there is any reasonable basis for denying a claim, they do so.
In many cases, especially those in which significant damages are involved, adjusters will scrutinize claims even more carefully. Key areas in worker's compensation claims often include the following matters:
Ongoing treatment. Injured workers are entitled to further medical treatment only if such treatment will help improve their condition. Insurance companies will often argue that further medical treatment will not, in fact, help an injured worker.
With the help of medical experts, I make the case for injured workers as to how a particular course of treatment is beneficial to the recovery of the injured worker, and oppose efforts to discontinue necessary treatment.
Specific types of treatment. The goal of the worker's compensation system is to provide injured workers with treatment and income while they cannot work, and to help them regain employment as quickly as possible after an injury.
While the insurance company will naturally be interested in seeing injured employees return to work quickly, this does not always mean that they will be willing to pay for the treatments necessary to do so.
I fight for injured workers and retain medical experts when necessary to show why a particular course of treatment is necessary.
Pre-existing conditions. A particular sticking point in worker's compensation claims is determining whether a workplace injury caused a new injury, or aggravated a previous condition, or whether a worker's condition is solely due to a prior condition. For an example, if a worker has a chronic bad back, but then further injures his back (perhaps a herniated disc) from lifting a heavy box, the worker will likely be entitled to temporary worker's compensation benefits.
Beyond the initial injury, and as the worker's back begins to heal, insurance companies will often try to make the argument that the worker's back has recovered to the point where it was prior to the injury (which was still bad) in an effort to discontinue worker's compensation benefits.
Claims that an injury didn't actually happen on the job. They may assert that a back injury occurred over the weekend, rather than at work on a Monday morning.
I will challenge any assertions made by the insurance company that an injury is not job-related.
Claims that the injury is not as severe as it is. They may recognize that an injury occurred, but it wasn't as severe as claimed by the injured person. In particular, a key aspect for many injuries concerns the degree of impairment.
I rely upon physicians and other evidence to prove the severity and limitations of a client's injuries.
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The ANZANG nature phtoography competition has announced its people's choice award.
A FINALIST IN THE 2013 Australian Geographic ANZANG Nature Photographer of the Year awards, David Stowe's image 'Little Egret (Egretta garzetta), little fish' was named People's Choice winner this week.
In partnership with the South Australian Museum, the Australian Geographic ANZANG (Australia, New Zealand, Antarctica and New Guinea) Nature Photographer of the Year competition highlighted some of the best nature photography of the year.
The winning photograph was taken at dusk at Chili Beach, Cape York, Queensland.
David says he is "absolutely stoked" to win the People's Choice vote and $500 prize.
David says Australian photographers feel extremely passionate about the ANZANG competition because it focuses on local biodiversity.
The competition winners and finalists are on display at the South Australian Museum. Visitors have until 24 November to catch the exhibition before it tours to Western Australia and Tasmania.


MY HERO ACADEMIA. MY ABSOLUTE FAVORITE ANIME.
Dungeon since that's the one I've heard of.
Mob Psycho 100 or One Punch Man?
@GyroZeppeli Aight I'm gonna convince you to watch this anime with one 19 second clip.
Generally speaking: Sub or Dub?
@AlternateButtons Don't know what to say, I'm not really into that kind of humor.
DBZ but only because there's no way I can watch 1000+ episodes of one anime.
Steven Universe or Adventure Time?
Wait until an anime is finished and binge watch it, or watch each episode each week?
anime when it's finished. I do not like anime. but the series I've been introduced to by others have been complete series.
bar trivia night or bar karaoke night?
Thick Pizza or Thin Pizza ?
Video Game: The Noid or Cool Spot?
Cool Spot! I really liked that one when I was a kid.
New York style pizza or Chicago deep dish style pizza?
Maybelline fits my budget, and they have some outstanding age concealing foundation.
The Last of Us or Telltale's The Walking Dead?
(The Last of Us) was totally awesome imo.
Burgers: Single or Double or Triple?
Triple is always better even if it's unhealthy.
Siouxie and the Banshees or The Cure?
The Banshees. always. every single time. ah, be still my high school goth heart.
Out Run or Horizon Chase Turbo?
Escape for New York or Big Trouble in Little China.
Escape from New York is where it's at.


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Employers / GCHQ
My software engineering career at GCHQ
GCHQ menu
Some days, Alex feels like the GCHQ office is pretty normal. Until, that is, something exciting happens and then it feels like they're in a film.
2014–2017 Completed a degree in English at a Russell Group university.
2017 Applied to GCHQ.
2018 Started at GCHQ.
I've used my tech knowledge to help protect children online.
I did an English degree at university, as I thought I'd stick to what I'd been good at in school. It wasn't until I saw a GCHQ stand at a university careers fair that I had a real 'that's what I want to do with my life' moment. I applied to a GCHQ training scheme designed for people without STEM degrees but who had a passion for technology.
Living GCHQ's values
The recruitment process included online tests, a phone interview and an assessment centre. I'd never thought before about how you could apply for jobs with the security services in the same way as you'd apply for jobs elsewhere; it felt amazingly normal, although it was a bit weird not telling people that I'd applied.
My advice for the recruitment process is to look at GCHQ's core values. One of them is teamwork and, in my interview, I talked about working with a big team behind a bar at university; even though the two jobs appeared worlds apart, the skills were transferable. Integrity and innovation are also core values.
So, it would be great if you could demonstrate ways that you've improved how you do your own work or challenged existing processes to make things better. Especially for those wanting to work in tech, showing that you've got a desire to learn new things and, ideally, a proven track record of having done so is important.
Feeling like I'm in a film
I had to undergo a lot of security checks before I started. Working at GCHQ, right alongside MI5 and MI6, you learn a lot of highly classified information and the organisation needs to know it can trust you to keep that information safe.
I expected GCHQ to be a lot like what you see on TV: big screens with maps on them, people hurrying back and forth. In a lot of ways, it is exactly like that and sometimes I do have to remind myself that this is my real job, not something in a film. Because of how closely we work with MI5, MI6 and the wider government, things move at a rapid pace, so there's always something exciting going on.
But then in a lot of ways it's just like a regular office – sometimes the photocopier doesn't work and I have to time my lunch break right to avoid queues in the canteen. Flexible working patterns mean that I can choose my own working hours to avoid the rush hour traffic (or have a lie in), while some of my colleagues use it to manage their childcare.
Everyone at GCHQ is helping to keep the people of the UK safe and I'm proud to play my part in that. While my main job title is 'software engineer', that's only part of what I get involved in and I move teams a lot.
Currently, I'm working on a few projects that contribute to GCHQ's core mission, using a wide range of technologies and agile processes. I recently led a small team that worked with other government departments on new laws to help protect children using the internet. I used my knowledge of technology to ensure that proposed measures were secure, effective and safe. Most of what happens at GCHQ the general public don't know about and I've had to get used to not talking about my workday, but actually it's become a great way to switch off.
GCHQ thrives from being a culture where people learn from one another and it has really struck me how people at higher grades will always make time to hear what you have to say. On a personal level, everyone I've worked with has been keen to help me learn new things. GCHQ's focus on learning on the job (alongside more formal training, both classroom and virtual) has really worked for me.
My advice to all new starters is to take the opportunities given to you. That could be helping out with a new project or with running a diversity event. It's a good way to make friends and professional contacts. I've ended up doing a lot of stuff that I never would have anticipated and most of that has come – at least partly – from having a network of people I can draw on. Being asked 'Can I have your help with something?' always seems to lead to something interesting. One thing it led to was becoming a diversity champion within GCHQ and it's definitely been a highlight of my job.
I share GCHQ's belief that people are the best version of themselves if they can bring their whole selves to work. We all take diversity and inclusion really seriously and I'm proud of how we celebrate all of the different ways in which we are unique.
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5 things you should know before getting a degree in data science
Data scientist is one of the fastest-growing and highest paid jobs in tech. Dr. Tara Sinclair, Indeed.com's chief economist, said the number of job postings for "data scientist" grew 57% year-over-year in Q1 of 2015. Yet, in spite of the incredibly high demand, it's not entirely clear what education someone needs to land one of these coveted roles. Should you major in data science, or get a degree in it? Attend a bootcamp? Take a few Udemy courses and jump in?
I caught up with four experts in this area to find out if someone can teach themselves data science or if it's better to get a degree. The general consensus? A degree won't hurt, but not all programs are created equal, and there are other equally valid paths toward this career. So, if you're thinking about getting a degree in data science, here's what the experts want you to know.
The panel of experts:
Randy Bartlett, Ph.D. Bartlett has held analyst roles at Citibank, WellsFargo, PWC, and AstraZeneca; authored A Practitioner's Guide to Business Analytics; and holds two patents for predictive modeling.
Edwin Chen. Chen has worked on ads quality at Twitter, quantitative analysis at Google, and data science at dropbox. His blog is a must-read among data enthusiasts.
Rob Hyndman. Hyndman is currently the Editor-in-Chief of the International Journal of Forecasting. He has written more than 100 research papers and 5 books.
Mark Madsen. Madsen's Twitter bio reads "The Jon Stewart of data (according to the Strata and OScon events)." He's the President at Third Nature Inc., and has received numerous information management awards including the Smithsonian/Computerworld award for innovative use of information technology.
1. You may not really need a degree in data science
More in support of self-learning than the damning of education, Edwin Chen explained how individuals enter data science from a number of angles:
"Just as people can teach themselves to be software engineers or mathematicians, a lot of people can teach themselves to be data scientists. After all, 'data science' still isn't really something you learn in school, though more and more schools are offering data science programs. A lot of the best data scientists I know come from fields that aren't the fields normally associated with data science like machine learning, statistics, and computer science."
Chen went on to back up his claim with examples from his own experience learning data science:
"I studied math, computer science, and linguistics in school, and did a lot of research in natural language processing, so I had some background from there. But in terms of most of the stuff I apply day to day — machine learning, ads, recommendations, data munging, statistical analysis, etc. — I picked those skills up while I was working."
2. Data science involves multiple disciplines
The reason that you may not need a degree in data science, and why data scientists are so highly sought after, is because the job is really a mashup of different skill sets rarely found together. Rob Hyndman offered a little background about how data scientists have traditionally been trained:
"Data scientists have tended to come from two different disciplines, computer science and statistics, but the best data science involves both disciplines. One of the dangers is statisticians not picking up on some of the new ideas that are coming out of machine learning, or computer scientists just not knowing enough classical statistics to know the pitfalls."
3. Beware of programs that are only repackaging material from other courses
Because data science involves a mixture of skills — skills that many universities already teach — there's a tendency toward just repackaging existing courses into a coveted "data science" degree. Madsen captured the skepticism I heard from several interviewees:
"I have mixed feelings about the university programs. It seems to me that they're more designed to capitalize on the fact that the demand is out there than they are in producing good data scientists. Often, they're doing it by creating programs that emulate what they think people need to learn. And if you think about the early people who were doing this, they had a weird combination of math and programming and business problems. They all came from different areas. They grew themselves. The universities didn't grow them."
Madsen believes much of a program's value comes from who is creating and choosing its courses:
"I've seen some decent course guides in the past from some universities; it's all about who designs the program and whether they put thought into it, or whether they just think of data science as exactly the same as the old sort of data mining."
So, how is a would-be data scientist supposed to sort out the duds from a program that will teach them what they need to know? Mirko Krivanek, addressed this topic recently on Data Science Central outlining the indicators that can tip you off to a shoddy program.
4. There are different theories on theory
A recurring theme throughout my conversations was the role of theory. Randy Bartlett's recommendation to aspiring data scientists is to find a university that offers a bachelor's degree in statistics. Learn it at the bachelor's level and avoid getting mired in theory:
"You'd think the master's degree would be better, but I don't think so. The BS in statistics is more methodological. By the time you get to the MS you're working with the professors and they want to teach you a lot of theory. You're going to learn things from a very academic point of view, which will help you, but only if you want to publish theoretical papers."
While a theoretical approach was a negative for Bartlett, Chen offered the other side of the argument, claiming that you need a certain amount of theoretical structure to grasp certain concepts:
"It's important to learn theory of course. I know too many 'data scientists' even at places like Google who wouldn't be able to tell you what Bayes' Theorem or conditional independence is, and I think data science unfortunately suffers from a lack of rigor at many companies."
5. Degree or no degree, don't forget about the soft skills
In an article titled The Hard and Soft Skills of a Data Scientist, Todd Nevins provides a list of soft skills becoming more common in data scientist job requirements, including
Manage teams and projects across multiple departments on and offshore.
Consult with clients and assist in business development.
Take abstract business issues and derive an analytical solution.
Randy Bartlett also emphasizes the importance of these skills, and criticizes university programs for often leaving these skills out all together: "There's no real training about how to talk to clients, how to organize teams, or how to lead an analytics group."
Data science is still a rapidly evolving field and until the norms are more established, it's unlikely every data scientist will be following the same path. A degree in data science won't make or break your career. What will? Madsen thinks it's something much more foundational:
"The part that really separates people who are successful from those that are not is just a core curiosity and desire to answer questions that people have — to solve problems. Don't do it because you think you can make a lot of money, chances are by the time you're trained, you either don't know the right stuff or there's a hundred other people competing for the same position, so the only thing that's going to stand out is whether you really like what you're doing."
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How many data scientists are there?
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Q: how to parse json inside a json in angular2 I am trying to parse the JSON file in angular2 but do not know how.
user.service.ts
getInfo(): Observable<any>{
  let url= 'example.json';
  return this.http.get(url, options)
                  .map((res:Response) => res.json())
                  .catch((error:any) => Observable.throw(error.json().error || 'retriving data failed'));
}

user.component.ts
template: `<p>{{userInfoes.user_info.user_id}}</p>`

export class USER{
 getInfo(): void{

    this.userService.getInfo().subscribe(userInfoes =>this.userInfoes= userInfoes);
}}

example.json
{
  "task": "angular2",
  "user_info": {"user_id": "yeehaah", "user_location": "canada"}
}

So in the example json file. the property is another json. When we use map to parse the json file, it only parse once and leave user_info property a string (json). The parsed example.json explains what I meant by leaving another json.
parsed example.json
{
  task: "angular2",
  user_info: {"user_id": "yeehaah", "user_location": "canada"}
}

If I want to display user_id inside the user_info property in the example.json file, what should I do ?

A: There shouldn't be quotes around the properties: user_id, user_location. If you fix this, the json should parse correctly so that user_info.user_id=="yeehaah".


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Лиле́йник, или красодне́в 'Baby Red Eyes' (Hemerocallis 'Baby Red Eyes') — сорт многолетних травянистых растений рода Лилейник ().

Используется, как декоративное садовое растение, а также как модельное в биологических исследованиях.

Характеристика сорта
Диплоид.

Высота куста 45—60 см, ширина 45—60 см.

Корни мясистые.

Листья многочисленные, линейные. Тип листвы вечнозелёный.

Цветки диаметром около 10 см. Аромат отсутствует.

Лепестки розовые, в средней части клюквенно-красные, у основания жёлто-зелёные.

В культуре
Рекомендуется высаживать в местах освещённых солнцем или в полутени.

Почва: хорошо дренированная, умеренно влажная, плодородная. Кислотность почвы от 6,1 до 7,8 pH.

Зоны морозостойкости (USDA-зоны): от 5a до 10b.

Ранне-среднего срока цветения.

Примечания

Baby Red Eyes

redpajama_set_name: RedPajamaWikipedia


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text:
AUA, Kenya
AU, Michigan, US
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Ellen G. White Estate: From the Vault
The Present Truth
On November 18, 1848, Ellen White was shown in vision that her husband, James, should start a little paper. Like "streams of light," it would eventually go "clear round the world." That was quite a challenge considering he had no money, and there were fewer than 200 Sabbath keepers.
The next year, 1849, despite such unpromising conditions, James White determined to begin publishing that little paper. To raise money, he decided to find work such as farm labor, which he had done successfully in the recent past. But in vision Mrs. White was shown that he was not to do this now. Rather, "he must write, write, write, and walk out by faith" (Life Sketches, 1880 ed., p. 260). James began to write, and soon he had the articles for the first issue of The Present Truth. What he didn't have was the money.
While he was still preparing the copy, James White walked about eight miles (13 km) to Middletown, Connecticut, to find a printer. He presented his case to Charles H. Pelton, asking if Pelton would be willing to print the paper and be paid when funds came in. Pelton agreed, and in July of 1849 the first issue of The Present Truth came from the press. Its subject was the Sabbath, and James White invited its readers to support the paper with their funds. A thousand copies were printed. (Click here for a larger picture of it [87Kb]; this may take some time to load.)
The Whites and the few other Advent believers in that region gathered around the copies and prayed that God would "let His blessing rest upon the feeble effort of His servant" (ibid.) They addressed the papers to people they thought might be interested and sent them out.
Two more issues followed in August, and by the time another issue had been published in early September, Mr. Pelton wrote a receipt to James White for $64.50, "being in payment in full of all demands to this date." The Lord had rewarded their faith. (Click here to see the handwritten receipt.)
After publishing eleven issues of The Present Truth, and five issues, plus two "extras" of The Advent Review in 1849 and 1850, James White decided to combine the two publications. He named his new publication the Second Advent Review and Sabbath Herald. Both its name and place of publication have changed several times since the Review and Herald, now the Adventist Review, was first printed in Paris, Maine. The paper now circles the globe both in printed and electronic form. And the publishing work which had such a humble beginning now encompasses 56 publishing houses around the globe, printing and distributing Bible-based literature in more than 300 languages. The "streams of light" have indeed gone "clear round the world" (Life Sketches of Ellen G. White, p. 125).
Images from the church record books where the Harmons had their membership in Portland, Maine, before being excluded because of their Millerite views.
Many of Ellen White's articles and letters were first written in large blank diary/journals. This is an image of a page from one of those journals.
A fascinating account by Otis Nichols, an eyewitness of some early experiences of Ellen Harmon, before her marriage to James White. Besides a transcript of Nichols's account, graphical images of the pages of his handwritten manuscript are also available for viewing here.
James White's Paper The Present Truth. On November 18, 1848, Ellen White was shown in vision that her husband, James, should start a little paper. Like "streams of light," it would eventually go "clear round the world."
The exercise that teaches the hands to be useful and trains the young to bear their share of life's burdens gives physical strength, and develops every faculty. All should find something to do that will be beneficial to themselves and helpful to others. Desire of Ages, p. 72.
©1999-2023 Ellen G. White® Estate. All Rights Reserved.
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