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IITGuwahati-AI
Resources for the study group in IIT Guwahati focused on learning Artificial Intelligence.
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IITG.ai
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.
Important Links
- Applying for financial aid on Coursera
- Some of the great resources for learning statistics and machine learning
- CS229 by Stanford University
- 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
Phase 2 - 2019
Timeline
| 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 | 3rd March 2019 | ML Coursera Week 5 and 6 | 19st March 2019 |
| 6 | 19st March 2019 | ML Coursera Week 7 | 25st March 2019 |
| 7 | 25th March 2019 | ML Coursera Week 8 | 1th April 2019 |
| 8 | 1th April 2019 | ML Coursera Week 9 | 7th April 2019 |
| 9 | 7th April 2019 | ML Coursera Week 10 and 11 | 14th April 2019 |
| 10 | 14th April 2019 | Session on Important ML Algorithms | 14th April 2019 |
| 11 | 15th April 2019 | Kaggle competition | 24th April 2019 |
| 12 | 12th May 2019 | Starting of DeepLearning.ai |
Members
- Girija Prasanna
- Ayush Jain
- Siddhartha Jain
- Animesh Tiwari
- JATIN KODALI
- Suyash Baghel
- Abhilash Reddy
- Touquir Ahmad
- Rahat Reza
- Ashutosh Kumar Mandal
- Mendu Sai Krishna
- Gaurav Agarwal
- Adepu Vishalvardhan
- Sai Dhanush
- Krishna Kaushik Kolluri
- SWAYAM BUKHARIA
- Eshwar Nukala
- ARPIT KUMAR JAIN
- Vishisht Priyadarshi
- Rohit Nandwani
- Arnav Mathur
- Kousik Rajesh
- Bharath Thakkalapally
- Abhinav Anand
- Shreyas S.K
- Khagesh Kumar
- Ahemad Khan
- Suraj Raj
- Modabbir Tarique
- Shubham Singh
- Ashish Dukare
- Akshi Mittal
- Mohan Kumar
- Gaddam Nikhil
- ADITYA PRATAP SINGH
- V Anirudh
- Aniket Vinchurkar
- AMIT RAI
- Joseph spourgeon
- HUMAM KHAN
- Naresh Bharasagar
- vikyath
- YASHWANTH M
- Jeet Patel
- Kartikay Goel
- sanskar7447
- Nishu Ranjan
- Aarya Shrivastava
- Shalin Jain
- Kartikaeya Kumar
- Smita Saxena
- Sanskar Kumar
- Anand
- Rahul D
Leader-Board
| Rank | Name | Points(After week7) |
|---|---|---|
| 1 | Abhilash Reddy | 680 |
| 2 | Adepu Vishalvardhan | 680 |
| 3 | Khagesh Kumar | 630 |
| 4 | Kousik Rajesh | 630 |
| 5 | Bharath Thakkalapally | 630 |
| 6 | Ashutosh Kumar Mandal | 180 |
| 7 | Shreyas S.K | 180 |
| 8 | Rahat Reza | 130 |
| 9 | Suyash Baghel | 130 |
| 10 | Girija Prasanna | 80 |
| 11 | Touquir Ahmad | 30 |
| 12 | Rohit Nandwani | 30 |
| 13 | Mendu Sai Krishna | 30 |
Leader-Board 2 (Summer)
| Rank | Name | Points(After week1) |
|---|---|---|
| 1 | Yash | 80 |
| 2 | Ahemad Khan | 80 |
| 3 | Kartikaeya Kumar | 30 |
| 4 | Rahul D | 30 |
| 5 | Sanskar Kumar | 30 |
| 6 | AMIT RAI | 30 |
| 7 | Shubham Singh | 30 |
| 8 | Sai Dhanush | 30 |
| 9 | Eshwar Nukala | 30 |
| 10 | Parth | 30 |
| 11 | Tarunasaireddy | 30 |
| 12 | Manoj | 30 |
| 13 | Abhishek | 30 |
| 14 | Naresh Bharasagar | 30 |
| 15 | vikyath | 30 |
| 16 | Anirudh | 15 |
Phase 1 - 2018
Timeline
| 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 | -- |
Members
- 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
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Resources for the study group in IIT Guwahati focused on learning Artificial Intelligence.