Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

A repository containing solutions for programming assignments for the course Natural Language Processing (CS60075) at IIT Kharagpur

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.

NLP in Python with Deep Learning

NLTK Source

TensorFlow Neural Machine Translation Tutorial

PyTorch Tutorials from my YouTube channel

Companion webpage to the book "Mathematics For Machine Learning"

📖 A curated list of resources dedicated to Natural Language Processing (NLP)

A collection of libraries to optimise AI model performances

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

Fruits-360: A dataset of images containing fruits and vegetables

📊 Path to a free self-taught education in Data Science!

Python Data Science Handbook: full text in Jupyter Notebooks

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Complete-Life-Cycle-of-a-Data-Science-Project

machine learning and deep learning tutorials, articles and other resources

use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.