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
