Intro to ML with DSC NSEC

The Intro to ML with DSC NSEC program is a series of YouTube Live sessions conducted over a period of 2 months by students, freelancers, professionals and everyone who has a knack for machine learning!

Check out the YouTube Series PLaylist

DSC NSEC YouTube channel at - https://youtube.com/dscnsec

To join in on the fun,

• Forum: https://dscnsec.com
• WhatsApp: https://tiny.cc/intro2ml
• Slack: https://tiny.cc/dscnsec-slack

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SL	Title	Author	Slides
1	Unit One: Chapter 1 - The Myths and Truths of AI	Ritwik Raha	PPT
2	Unit One: Chapter 2 - Understanding Data	Anurag Singh	PPT
3	Unit One: Chapter 3 - A Peek Into the Future	Anubhav Singh	PPT
4	Unit Two: Chapter 4 - Setting up your Python environment for ML	Ayush Thakur	PPT
5	Guest Session - Exploring Machine Learning	Nikita Gandhi
6	Unit Two: Chapter 5 - A Quick Introduction to Python for Data Science	Shashwat Sinha	Colab
7	Unit Two: Chapter 6 - Why is Maths Important?	Ankita Prakash	PPT
8	Unit Two: Chapter 7 - Magic With Linear Algebra	Sunita Sen	PPT, Colab
9	Unit Three: Chapter 8 - Neural Network: A Mathematical Model(Peekaboo)	Ayush Thakur	PPT
10	Unit Three: Chapter 9 - Probability Theory and Statistics	Rajwrita Nath	PPT
11	Unit Three: Chapter 10 - Optimizations, Cost Functions and Errors	Snehangshu Bhattacharya	PPT, Colab
12	Unit Three: Chapter 11 - Validating Learning and Bias	Zaid Alam	PPT