Table of Contents

The Big Data Ecosystem

Setting up a Local Development Environment

Artificial Intelligence and Machine Learning

Supervised Learning Using Apache Spark

Unsupervised Learning using Apache Spark

Natural Language Processing using Apache Spark

Deep Learning Using Apache Spark

Real-Time Machine Learning Using Apache Spark

About the Author

Jillur Quddus is a lead technical architect, polyglot software engineer and data scientist with over 10 years of hands-on experience in architecting and engineering distributed, scalable, high-performance, and secure solutions used to combat serious organized crime, cybercrime, and fraud. Jillur has extensive experience of working within central government, intelligence, law enforcement, and banking, and has worked across the world including in Japan, Singapore, Malaysia, Hong Kong, and New Zealand. Jillur is both the founder of Keisan, a UK-based company specializing in open source distributed technologies and machine learning, and the lead technical architect at Methods, the leading digital transformation partner for the UK public sector.