NLP in Action
Hybrid Approach to Text Classification
In this session, I shared my approach of building a hybrid LLM combining Unsupervised Topic Modeling and Supervised BERT classification to classify news articles into relevant domain specific categories and discussed how to address the problem of lack of labelled data.
Navigating Data Careers
Building a Career in Data and AI
In this session, I share my experience and career journey from a Developer to a Data Scientist and what I learnt along the way.
Machine Learning
Ever wondered what machines can and cannot do?
In the first session of this 3-part series, we will focus on what exactly is Machine Learning, what is the scope of its application and whether machines will really take our jobs in the future.
​
Machine Learning
How do Machines "learn"?
In the second session of this 3-part series, we will focus on the fundamental mathematics behind training a machine learning model and understand how a machine actually learns.
Machine Learning
What Machines tell us about ourselves?
In the third session of this 3-part series, we will talk about how ML models are picking up human biases through our data and what we can do to minimize these biases.
​