Sougata Pramanik's Projects
Content for Udacity's Machine Learning curriculum
A complete daily plan for studying to become a machine learning engineer.
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
machine learning and deep learning tutorials, articles and other resources
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
A collection of machine learning examples and tutorials.
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
matplotlib: plotting with Python
Sample of Python codes from mathematical problems
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Bare bones Python implementations of Machine Learning models and algorithms. Aims to cover everything from Data Mining techniques to Deep Learning.
This repository contains all the material for the MLTrain NIPS workshop
Models built with TensorFlow
Modern Computer Vision with PyTorch, published by Packt
A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017
Gathers machine learning and Tensorflow deep learning models for NLP problems
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction, knowledge graph, text generation, network embedding
NLP in Python with Deep Learning
Natural Language Processing Tutorial for Deep Learning Researchers
YSDA course in Natural Language Processing
Natural Language Processing Tasks and References
Notebooks using the Hugging Face libraries š¤
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Ouzor homepage
Recipes for using Python's pandas library