This repository contains the resources that are discussed during the weekly meetings of IITG.ai - the study group in IIT Guwahati focused on Machine learning and Artificial intelligence - presently working to build a community of AI enthusiasts in IIT Guwahati. Resources include course/blog/tutorial/research paper links as well as details regarding graded assignments as well as prospective project ideas.
- CS229 by Stanford University
- Siraj Raval's Webpage
- Basic Information about Deep Learning
- Important blogs
- Deep Learning cheat sheet
- Pioneers in the Field - People you need to follow
- Python Implementation of Andrew Ng’s Machine Learning Course
- Andrew Ng’s Machine Learning Course
- Python Numpy Tutorial
- Matplotlib Crash Course Python Tutorial - sentdex
- Pandas Tutorial Introduction - sentdex
- Deep Learning Specialization
| Week | Start Date | Content | End Date |
|---|---|---|---|
| 1 | 12th Jan 2019 | use of matplotlib,numpy and pandas | 19th Jan 2019 |
| 2 | 20th Jan 2019 | ML Coursera Week 1 and 2 | 26th Jan 2019 |
| 3 | 28th jan 2019 | ML Coursera Week 3 | 2nd feb 2019 |
| 4 | 3rd Feb 2019 | ML Coursera Week 4 | 9th Feb 2019 |
| 5 | 10th Feb 2019 | ML Coursera Week 4 | 16th Feb 2019 |
| 6 | 1st March 2019 | ML Coursera Week 5 and 6 | 9th March 2019 |
| 7 | 10st March 2019 | ML Coursera Week 7 | 16th March 2019 |
| 8 | 17st March 2019 | ML Coursera Week 8 | 23rd March 2019 |
| 9 | 24th March 2019 | ML Coursera Week 9 | 30th March 2019 |
| 10 | 31st March 2019 | ML Coursera Week 10 | 6th April 2019 |
| 11 | 7th April 2019 | ML Coursera Week 11 | 13th April 2019 |
| 12 | 14th April 2019 | Kaggle competition | 24th April 2019 |
| 13 | 12th May 2019 | Starting of DeepLearning.ai | --- |
- Girija Prasanna
- Ayush Jain
- Siddhartha Jain
- Animesh Tiwari
- JATIN KODALI
- Suyash Baghel
- Abhilash Reddy
- Touquir Ahmad
- Rahat Reza
- Ashutosh Kumar Mandal
- Mendu Sai Krishna
- Adepu Vishalvardhan
- Sai Dhanush
- Krishna Kaushik Kolluri
- SWAYAM BUKHARIA
- Eshwar Nukala
- ARPIT KUMAR JAIN
| Week | Start Date | Content | End Date |
|---|---|---|---|
| 0 | 22nd March 2018 | use of matplotlib and numpy | 4th April 2018 |
| 1 | 5th April 2018 | CS229- Week 1 to 5 | 13th April 2018 |
| 2 | 11th May 2018 | CS229- Week 1 to 10 | 17th May 2018 |
| 3 | 18th May 2018 | CS229- Week 1 to 15 | 24th May 2018 |
| 4 | 25th May 2018 | CS229- Week 1 to 20 | 31st May 2018 |
| 5 | 1st June 2018 | Starting of DeepLearning.ai | -- |
- Konark Jain
- Apoorva Kumar
- Aman Dalmia
- Manideep Kolla
- Arighna Chakrabarty
- Abhinav Hinger
- Ripunjoy Medhi
- Shivam Bansal
- Kartik Gupta
- Vivek kumar
- Addrish Roy
- Sayani Kundu
- Rhythm Kanchugantla
- Akul Agrawal
- Mukul Ranjan
- Trikay Nalamada
- Anupam Khandelwal
- Aniket
- Apurva N. Saraogi
- Ayush Sharma
- Divy Ranjan
- Vikrant Prasad
- Abhishek Tiwari
- Mihir Yadav
- Aditya Mehndiratta
- Amit Kumar
- Vishal Kumar Jamuar
- Priyanshu Barnwal
- Aayush
- Satish Agrahari
- Anurag Kumar
- Kartikay Goel