Chirag B's Projects
Public material for CS109
π A ranked list of awesome machine learning Python libraries. Updated weekly.
A Jekyll version of the Clean Blog theme by Start Bootstrap
:pushpin: :books: Solution of competitive programming problems, code templates, Data Structures and Algorithms, hackathons, interviews and much more.
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;
Deepmind Educational Resource
Generative AI on AWS
leaked prompts of GPTs
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Lab Materials for MIT 6.S191: Introduction to Deep Learning
π
Collection of Kaggle Solutions and Ideas π
This project Lip Syncs video to any audio using the Wav2Lip model
Coursera Lesson 2: Mapping Data to Python
McLaren Maze Race
π Sharing course notes on all topics related to machine learning, NLP, and AI.
Used TensorFlow's Keras API to create a convolutional neural network which was trained to classify as well as localize emojis in images.
All of my projects are available here
Curated list of project-based tutorials
A curated list of applied machine learning and data science notebooks and libraries across different industries.
Kaggle Spaceship Titanic Problem
Used pre-trained models from TensorFlow Hub and compared their performance for an NLP problem
Feature Selection: From ~600 to 17 features