Blog

Building a RAG Project using Langchain, Colab and Mistral

deep-learning
gen-ai
nlp

A code-first tutorial to get started with RAG systems.
Feb 23, 2024
Shubham Shinde

A Beginner’s Guide to Deploying Tensorflow Models on AWS Lambda (Free-Tier)

data-science
deep-learning
cloud

A from-scratch guide to deploying a tensorflow-lite model on cloud using AWS Free-tier
Oct 8, 2023
Shubham Shinde

How Uber Used GNNs to Detect Fraud

deep-learning
gnn
applied-ml

In this post, we’ll go over one of the industry’s experimentations on graph neural networks for fraud detection.
Mar 10, 2023
Shubham Shinde

Understanding the Transformer

deep-learning
nlp

The phenomenon of our age is quite simple at its heart!
Feb 3, 2023
Shubham Shinde

A Comprehensive Guide to Question-Answering in NLP

deep-learning
nlp

Using the power of transformers to unlock hidden knowledge through question-answering apps.
Jan 29, 2023
Shubham Shinde

Why Data Scientists Should Write Tests

data-science
coding

Importance of this oft-forgotten tool that is too powerful.
Jan 22, 2023
Shubham Shinde

A Roadmap for Getting into Data Science

getting-started
data-science

How should newcomers into data science and ML should navigate the waters
Jan 15, 2023
Shubham Shinde

A Friendly ☺️ Introduction to CNNs with Keras

getting-started
deep-learning

A basic intro to CNNs, a code-only tutorial using keras
Jan 15, 2023
Shubham Shinde

Creating AI Art of Myself With Stable Diffusion + Dreambooth

ai-art

I tried my hands on stable diffusion, trying to create styled images of myself. Here’s what I found.
Nov 30, 2022
Shubham Shinde

Implementing a Graph Neural Network from Scratch

deep-learning
gnn

In this notebook we’ll try to implement a simple message passing neural network (Graph Convolution Layer) from scratch, and a step-by-step introduction to the topic.
Jan 25, 2022
Shubham Shinde

A Brief Intro To Graph Neural Networks

deep-learning
gnn

A brief, very brief, introduction to the hot field of graph neural networks.
Jan 25, 2022
Shubham Shinde
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