Day 28 Resources
1. https://www.analyticsvidhya.com/blog/2017/06/a-comprehensive-guide-for-linear-ridge-and-lasso-regression/
2. https://towardsdatascience.com/ridge-and-lasso-regression-a-complete-guide-with-python-scikit-learn-e20e34bcbf0b
3. https://www.youtube.com/watch?v=Q81RR3yKn30
4. https://www.youtube.com/watch?v=NGf0voTMlcs
5. https://www.datacamp.com/community/tutorials/tutorial-ridge-lasso-elastic-net
1. https://www.analyticsvidhya.com/blog/2017/06/a-comprehensive-guide-for-linear-ridge-and-lasso-regression/
2. https://towardsdatascience.com/ridge-and-lasso-regression-a-complete-guide-with-python-scikit-learn-e20e34bcbf0b
3. https://www.youtube.com/watch?v=Q81RR3yKn30
4. https://www.youtube.com/watch?v=NGf0voTMlcs
5. https://www.datacamp.com/community/tutorials/tutorial-ridge-lasso-elastic-net
0.pdf
391.5 KB
This is a curated list of tutorials, projects, libraries, videos, papers, books, and anything related to the incredible PyTorch.
Day 30 resources
1. https://www.youtube.com/watch?v=Q81RR3yKn30
2. https://www.youtube.com/watch?v=NGf0voTMlcs
3. https://towardsdatascience.com/intuitions-on-l1-and-l2-regularisation-235f2db4c261
4. http://enhancedatascience.com/2017/07/04/machine-learning-explained-regularization/
5. https://medium.com/datadriveninvestor/l1-l2-regularization-7f1b4fe948f2
6.https://medium.com/datadriveninvestor/l1-l2-regularization-7f1b4fe948f2
7.https://developers.google.com/machine-learning/crash-course/regularization-for-simplicity/l2-regularization
1. https://www.youtube.com/watch?v=Q81RR3yKn30
2. https://www.youtube.com/watch?v=NGf0voTMlcs
3. https://towardsdatascience.com/intuitions-on-l1-and-l2-regularisation-235f2db4c261
4. http://enhancedatascience.com/2017/07/04/machine-learning-explained-regularization/
5. https://medium.com/datadriveninvestor/l1-l2-regularization-7f1b4fe948f2
6.https://medium.com/datadriveninvestor/l1-l2-regularization-7f1b4fe948f2
7.https://developers.google.com/machine-learning/crash-course/regularization-for-simplicity/l2-regularization
2009_Book_TheElementsOfStatisticalLearni.pdf
15.2 MB
The Best book to learn machine learning in depth
Day 31 resources -
1. https://towardsdatascience.com/understanding-logistic-regression-9b02c2aec102
2. https://www.youtube.com/watch?v=yIYKR4sgzI8
3. https://www.youtube.com/watch?v=vN5cNN2-HWE
4. https://www.youtube.com/watch?v=BfKanl1aSG0
5. https://www.youtube.com/watch?v=xxFYro8QuXA
6. https://www.datacamp.com/community/tutorials/understanding-logistic-regression-python
1. https://towardsdatascience.com/understanding-logistic-regression-9b02c2aec102
2. https://www.youtube.com/watch?v=yIYKR4sgzI8
3. https://www.youtube.com/watch?v=vN5cNN2-HWE
4. https://www.youtube.com/watch?v=BfKanl1aSG0
5. https://www.youtube.com/watch?v=xxFYro8QuXA
6. https://www.datacamp.com/community/tutorials/understanding-logistic-regression-python
List of Awesome Open Source Machine Learning Repos
https://towardsdatascience.com/list-of-awesome-open-source-machine-learning-repos-537fdc08ad4d
https://towardsdatascience.com/list-of-awesome-open-source-machine-learning-repos-537fdc08ad4d
Medium
List of Awesome Open Source Machine Learning Project Repos
Try this list of open-source project repositories to make your machine learning experience awesome
IIT Kharagpur Offers Free Online Course on Deep Learning for Engineers through NPTEL
https://www.dqindia.com/iit-kharagpur-offers-free-online-course-deep-learning-engineers-nptel/
https://www.dqindia.com/iit-kharagpur-offers-free-online-course-deep-learning-engineers-nptel/