Talks and presentations

Hands-on Machine Learning

February 06, 2021

Talk, VIT Mathematical Chapter, Vellore Institute of Technology, Ahmedabad, India(Virtual)

Lab sessions on various machine learning and data science algorithms and prepared tutorials in python for giving hands-on experience to attendees.
I conducted theory sessions on ML paradigms and introduction to clustering.
In-depth detail of K Means clustering algorithm with smart Initialization
Implementing K means from scratch and visualization of step by step process in ipython notebook.
You can find ipython notebook [Here]

Hands-on Machine Learning

February 06, 2020

Talk, Programming CLub, Ahmedabad University , Ahmedabad, India(Virtual)

Lab sessions on various machine learning and data science algorithms and prepared tutorials in python for giving hands-on experience to attendees.
I conducted theory sessions on ML paradigms and applied Logistic Regression and Decision Tree on real world datasets.
Importance of data pre-processing and data wrangling to evaluation metric.
You can find ipython notebook [Here]

Introduction to Machine Learning

July 26, 2017

Talk, Summer School titled Learning in Data Science:Models, Algorithms and Tools , Ahmedabad, India

Lab sessions on various machine learning and data science algorithms and prepared tutorials in python for giving hands-on experience to attendees.
I conducted theory sessions on basic ML algorithms like Stochastic gradient descent, Multivariate linear regression, Logstic regression and Kth nearest neighbour.
More about summer school, you can find [Here]