Who should attend & recommended skills
- Data Scientists and Software Engineers
- R, Python or Apache Spark: Basic (1-2 years’ experience)
- Programming: Basic (1-2 years’ experience)
- Machine Learning: Basic (1-2 years’ experience)
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Course Skill Level:
Course Delivery Format:
Big Data & Data Science
Who should attend & recommended skills:
Data Scientists and Software Engineers with basic programming, machine learning, and R, Python or Apache Spark skills
This course introduces popular Machine Learning techniques. We teach popular Machine Learning algorithms from scratch.
For each machine learning concept, we first discuss the foundations, its applicability and limitations. Then we explain the implementation and use, and specific use cases. This is achieved through a combination of about 50% lecture, 50% lab work. Please note that this course does not cover in-depth coverage of the Math / Stats behind Machine Learning.