Webinar on Machine Learning and Deep Learning
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Webinar
Watch in youtube - link
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Github repo for all the resources and a blog post for future reference

Organized by:
ECE Department and Networking club, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu.
Resource Person
N Bharathi kannan, IV ECE.
Staff Cordinators
Mr. J. Dhanasekar, AP/ECE,
Mr.S. Deepak, AP/ECE.
Student Cordinators
M Anish, IV ECE,
S Mantharagiri, III ECE.
College website : sece.ac.in
Table of contents (blog)
Regression Visualization online links :
These can we viewed without installing the software
- Linear Regression and Polynomial Regression 2D - link
- Linear Regression and Polynomial Regression 3D - link
- Logistic Regression 2D - link
- Logistic Regression 3D - link
Linear Regression Code in Scikit-learn notebook + Exercise

Linear Regression Code from Scratch notebook

Important links
Try experimenting with learning rate (∝)

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Reinforcement learning
Google atari breakout youtube video
Alpha go Documentary

Multi Agent Hide and Seek game from Open AI
Tensorflow Playground


Neural Networks from scratch code (bonus)

Convolutional Neural Networks
Live demo


References
- Machine Learning course by Andrew NG (coursera)
- Deep Learning Specialization by Andrew NG (coursera)
- Machine Learning crash course from google