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Free Deep Learning Mini-Course
I recently finished writing a course-like article series based on 'Grokking Deep Learning'. I tried to explain the main ideas in the most straightforward way I could and also provide code samples to illustrate every scenario. The series has 11 articles in total:
https://www.brainstobytes.com/deep-learning-basics-introduction/
https://www.brainstobytes.com/deep-learning-basics-estimation/
https://www.brainstobytes.com/deep-learning-basics-hot-cold-learning/
https://www.brainstobytes.com/deep-learning-basics-gradient-descent/
https://www.brainstobytes.com/deep-learning-basics-generalized-gradient-descent-i/
https://www.brainstobytes.com/deep-learning-basics-generalized-gradient-descent-ii/
https://www.brainstobytes.com/deep-learning-basics-correlation/
https://www.brainstobytes.com/deep-learning-basics-intermediate-layers-and-backpropagation/
https://www.brainstobytes.com/deep-learning-basics-keras-tutorial/
https://www.brainstobytes.com/deep-learning-basics-regularization/
https://www.brainstobytes.com/deep-learning-basics-moving-forward/
I thought it could help motivate someone to get started with deep learning or revisit some of the basic ideas, so I'll leave them here hoping it will help someone.
Thank you!
- juanorozcov 6y agoI will leave the links for clicking here: https://www.brainstobytes.com/deep-learning-basics-introduction/ https://www.brainstobytes.com/deep-learning-basics-introduct... https://www.brainstobytes.com/deep-learning-basics-estimation/ https://www.brainstobytes.com/deep-learning-basics-estimatio... https://www.brainstobytes.com/deep-learning-basics-hot-cold-learning/ https://www.brainstobytes.com/deep-learning-basics-hot-cold-... https://www.brainstobytes.com/deep-learning-basics-gradient-descent/ https://www.brainstobytes.com/deep-learning-basics-gradient-... https://www.brainstobytes.com/deep-learning-basics-generalized-gradient-descent-i/ https://www.brainstobytes.com/deep-learning-basics-generaliz... https://www.brainstobytes.com/deep-learning-basics-generalized-gradient-descent-ii/ https://www.brainstobytes.com/deep-learning-basics-generaliz... https://www.brainstobytes.com/deep-learning-basics-correlation/ https://www.brainstobytes.com/deep-learning-basics-correlati... https://www.brainstobytes.com/deep-learning-basics-intermediate-layers-and-backpropagation/ https://www.brainstobytes.com/deep-learning-basics-intermedi... https://www.brainstobytes.com/deep-learning-basics-keras-tutorial/ https://www.brainstobytes.com/deep-learning-basics-keras-tut... https://www.brainstobytes.com/deep-learning-basics-moving-forward/ https://www.brainstobytes.com/deep-learning-basics-moving-fo... https://www.brainstobytes.com/deep-learning-basics-regularization/ https://www.brainstobytes.com/deep-learning-basics-regulariz...