17 open source projects by dipanjanS

Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone

A quick crash course in understanding the essentials of TensorFlow 2 and the integrated Keras API

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

The art of effective visualization of multi-dimensional data

Essential and Fundametal aspects of Natural Language Processing with hands-on examples and case-studies

This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt

Contains the code and deck for the presentation on Applying Deep Transfer Learning for NLP in Analytics Vidhya's DataHack Summit 2019

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

This repository contains code files specifically IPython notebooks for the assignments in the course "Scalable Machine Learning" by UC Berkeley and Databricks on edX

Contains all tutorials and hands-on examples for the ODSC 2019 Workshop

Contains code and presentation for my interactive hack session, 'Effective Feature Engineering: A Structured Approach to Building Better Machine Learning Models' where we look at two interesting case studies on how to effectively leverage feature engineering and use a structured approach to build good machine learning models. This is created for…

Contains relevant notebooks for the hands-on NLP workshop for the GIDS AIML Conference -2020 Edition

Contains presentation deck and notebooks showcasing fundamental concepts and hands-on examples for Convolutional Neural Networks

Contains code and presentation for our full day workshop, 'Getting Started with Natural Language Processing'. This is created for the purpose of being presented in Analytics Vidhya's DataHack Summit 2018. Authors: Dipanjan Sarkar & Raghav Bali

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and T…

Hands-on examples showcasing popular NLP applications