In this one-day beginners-level course, you will be introduced to a range of fundamental data science concepts. You will discover how to interrogate data, choose a which learning methods suit your problems and how to achieve results quickly.
Throughout the day theory will be complemented by “peer-instruction”; a teaching method that improves your learning experience by asking you to solve examples. This will provide you with valuable experience that you can apply to your own problems.
This course is aimed towards developers, in which we will delve into the mathematics behind the code as well as developing real life algorithms in Python. One-to-one help will be provided for developers new to Python and all algorithms, frameworks and libraries used will be demonstrated by the instructor.
This is an introductory course, which is suitible for most users with limited development experience. Some experience of Python is helpful, but not necessary. No data science experience is expected.
The day will comprise of a series of sub-hour theoretical sessions separated by practical exercises. It will cover a range of topics, but it is expected that you will be able to: