DATA SCIENCE / Machine learning Guide

1. Dataquest

Hands-on free coding courses that teach you the skills you need to become a data scientist, data analyst, or data engineer. Build projects in your browser and work on real-life data science problems.

2. Springboard

A short but intensive intro to data analysis. Learn how to manipulate and analyze data with a carefully planned out curriculum made up of free online lectures, homework assignments, projects, and more.

3. https://www.superdatascience.com/

Great for anyone serious about learning about data science with free and paid tracks

Extra. Free lectures

http://videolectures.net/deeplearning2015_montreal/

https://www.kaggle.com/learn/overview?utm_medium=partner&utm_source=google.com&utm_campaign=google+ai+hub

https://www.udacity.com/course/deep-learning--ud730

https://developers.google.com/machine-learning/crash-course/

http://course.fast.ai/

https://courses.cognitiveclass.ai/courses/course-v1:DeepLearning.TV+ML0115EN+v2.0/info

Ohter

https://www.class-central.com/subject/data-science

Books:

https://machinelearningmastery.com/deep-learning-with-python/#packages

https://www.interaction-design.org/literature/book/the-encyclopedia-of-human-computer-interaction-2nd-ed

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