2020 Machine Learning Roadmap
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
Namely:
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🤔 Machine Learning Problems - what does a machine learning problem look like? -
♻️ Machine Learning Process - once you’ve found a problem, what steps might you take to solve it? -
🛠 Machine Learning Tools - what should you use to build your solution? -
🧮 Machine Learning Mathematics - what exactly is happening under the hood of all the machine learning code you're writing? -
📚 Machines Learning Resources - okay, this is cool, how can I learn all of this?
See the full interactive version.