Top-down learning path: Machine Learning for Software Engineers
Each subject does not require a whole day to be able to understand it fully, and you can do multiple of these in a day. Each day I take one subject from the list below, read it cover to cover, take notes, do the exercises and write an implementation in Python or R.
Table of Contents
- What is it?
- Why use it?
- How to use it
- Don't feel you aren't smart enough
- Machine learning overview
- Machine learning mastery
- Machine learning is fun
- Inky Machine Learning
- Machine Learning: An In-Depth Guide
- Stories and experiences Machine Learning
- Algorithms
- Beginner Books
- Practical Books
- Kaggle knowledge competitions
- Video Series
- MOOC
- Resources
- Becoming an Open Source Contributor
- Games
- Podcasts
- Communities
- Conferences
- Interview Questions
Here is my post on Kaggle:
https://www.kaggle.com/getting-started/48594#post275859
https://www.kaggle.com/getting-started/48594#post275859
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