Knowledge Graph – A Powerful Data Science Technique to Mine Information from Text (with Python code)
Overview Knowledge graphs are one of the most fascinating concepts in data science Learn how to build a knowledge graph using text from Wikipedia …
NLP
7 Amazing NLP Hack Sessions to Watch out for at DataHack Summit 2019
Picture a world where: Machines are able to have human-level conversations with us Computers understand the context of the conversation without having to be …
Demystifying BERT: A Comprehensive Guide to the Groundbreaking NLP Framework
Overview Google’s BERT has transformed the Natural Language Processing (NLP) landscape Learn what BERT is, how it works, the seismic impact it has made, …
How Search Engines like Google Retrieve Results: Introduction to Information Extraction using Python and spaCy
Overview How do search engines like Google understand our queries and provide relevant results? Learn about the concept of information extraction We will apply …
A Complete List of Important Natural Language Processing Frameworks you should Know (NLP Infographic)
Overview Here’s a list of the most important Natural Language Processing (NLP) frameworks you need to know in the last two years From Google …
Innoplexus Sentiment Analysis Hackathon: Top 3 Out-of-the-Box Winning Approaches
Overview Hackathons are a wonderful opportunity to gauge your data science knowledge and compete to win lucrative prizes and job opportunities Here are the …
A Comprehensive Guide to Build your own Language Model in Python!
Overview Language models are a crucial component in the Natural Language Processing (NLP) journey These language models power all the popular NLP applications we …
7 Innovative Machine Learning GitHub Projects you Should Try Out in Python
Overview Looking for machine learning projects to do right now? Here are 7 wide-ranging GitHub projects to try out These projects cover multiple machine …
Building a Recommendation System using Word2vec: A Unique Tutorial with Case Study in Python
Overview Recommendation engines are ubiquitous nowadays and data scientists are expected to know how to build one Word2vec is an ultra-popular word embeddings used …
OpenAI’s GPT-2: A Simple Guide to Build the World’s Most Advanced Text Generator in Python
Overview Learn how to build your own text generator in Python using OpenAI’s GPT-2 framework GPT-2 is a state-of-the-art NLP framework – a truly …
