Learn how to design, develop, deploy and iterate on production-grade ML applications.

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

TensorFlow code and pre-trained models for BERT

💬 Python scripts to parse Messenger, Hangouts, WhatsApp and Telegram chat logs into DataFrames.

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.