Machine Learning Roadmap. There are so many algorithms theories techniques and classes of problems to learn about that it does feel overwhelming. Of course it doesnt cover everything multiple textbooks would be required for that but its more than enough to get started and keep going for a long-time.
The roadmap comprises four stages. Machine Learning Problems - what does a machine learning problem look like. Machine Learning Roadmap Phase 1 - Learning the Python programming language.
The roadmap for machine learning activities at ECMWF provides a framework to help channel the many activities in machine learning for weather and climate predictions into a coordinated effort.
Beginning Python From Novice To Professional - Magnus Lie Hetland. Machine learning is a huge field of study. Machine learning refers to the development of computer algorithms that improve automatically by learning from data. A roadmap connecting many of the most important concepts in machine learning how to learn them and what tools to use to perform them.
