Talks and presentations

Njack Machine Learning Workshop 1

March 10, 2021

Talk, IIT Patna, Patna, Bihar

Research Session: Introduction to Deep Learning
Details: Introduced the concept of neurons, neural layers, and collectively the working on neural networks. Introduced concepts of gradient descent and backpropogation. Demonstrated working of simple neural networks.
Link
Co-Speakers: Akshat Porwal, Sushant Sinha

Njack Machine Learning Workshop 2

October 21, 2020

Talk, IIT Patna, Patna, Bihar

Competitive Machine Learning Session
Details: Taught students about the general pipeline of approaching and solving a typical ML problem taken from Kaggle. Introduced students to various libraries like Numpy, Pandas and Matplotlib.
Link
Co-Speakers: Akshat Porwal, Aditya Samantaroy, Gul Jain

Entrepreneurship Talks

January 18, 2020

Talks Organized, IIT Patna, Patna, Bihar

Succeeding in Building and Pursuing a Career in Startups
Date: 14th March, 2021
Speaker: Ms. Nistha Tripathi, CEO Scholar Strategy and author of bestselling entrepreneurial book “No Shortcuts”
Details: Expert Talk Series, E-Summit-2021, IIT-P
Talk on drawing inspirations from successful startups and developing an entrepreneurial mindset.

Explore ML Workshop DSC IIT-Patna

November 02, 2019

Talk, IIT Patna, Patna, Bihar

Details: Two-day workshop powered by Google AI.
* Introduced students of IIT-Patna to the basics of Machine Learning and Neural Networks.
* Initiated brainstorming activities through discussion of real-world applications of ML.
Link

Machine Learning Sessions

September 30, 2019

Talk, IIT Patna, Patna, Bihar

Date: 30th September 2019, 11th March 2020, 27th May 2020
Details: Part of DSC and NJACK Clubs -

  • Introduced various branches of ML and DL applied to NLP, Computer Vision and Reinforcement Learning.
  • Held sessions on solving a classification problem through SVM (Support Vector Machine) and a clustering problem through K-Means

Dynamic Memory Networks for NLP

August 30, 2019

Talk, IIT Patna, Patna, Bihar

Details: Spoke about the DMN architecture and its uses in general tasks in Natural Language Processing like Question Answering, Novelty Detection.