Agentic AI
Agentic AI is the talk of the town and every company wants a piece of it. Here’s my understanding of the topic and how it can be useful to you. What is Agentic AI? In short, Agentic AIs are …
Deep Learning
Named Entity Recognition for Impact Evaluation
The original article on named entity recognition was first published on Substack. This is a somewhat modified version of the same article. **Imagine unlocking the power to extract crucial insights …
RNNs: Why Not Standard Networks?
In this article, I discuss the motivations behind the requirement of Recurrent Neural Networks outlining why we need them in the first place. This article is the second in the Sequence Models series. …
Sequence Models
Sequence models are a class of machine learning models designed for the tasks that involve sequential data, where the order of elements in the input is important. There are many kinds of sequential …
Generative AI: The Magic of AI
Imagine being able to create realistic images of people who don’t exist, catchy headlines for any topic, or original music in any style. Sounds like science fiction, right? Well, not anymore. …
Callbacks: How to stop training a model?
A big question while training a neural network model is to figure out when to stop training it. We can achieve this using callbacks. But why would you stop training your model before all the epochs …