Machine learning is a rapidly-growing field within Artificial Intelligence, which allows machines to learn from data and self-improve. In this course, we introduce the field of machine learning and describe the well-known processes, algorithms, and tools for one to be a successful machine learning practitioner. This course will help to build skills in data acquisition and modeling, classification, and regression. In addition, one will also get to explore very important tasks such as model validation, optimization, scalability, and real-time streaming.
Course objectives include: (1) Introducing the basic concepts and practical applications of Machine Learning algorithms; (2) Providing students with the capability to identify the long-term impact of machine learning to businesses; and (3) Helping students apply machine learning algorithms to their own real-world problems.
WHAT YOU’LL LEARN: DAILY SCHEDULE
Day 1 - Part I: The Machine Learning Workflow
Day 2 - Part II: Practical Applications
YOUR QUESTIONS, ANSWERED.
You bet it is! Our Certification Body for this course is iTrain Asia Pte Ltd, the region’s top Certifications Tech Provider headquartered in Singapore, with branch offices in Malaysia and Indonesia.
Upon completion of this course, you will be able to:
- Explain machine learning concepts and describe applications of well-known machine learning algorithms
- Apply machine learning techniques to a list of practical problems
This is a 2-day course at an instructor-led training centre.
Mac machines are provided for iTrain students. However participants can also use their own computers if they wish to.