Email the Author
You can use this page to email kieran keene about Data Badass.
About the Book
This book covers many of the concepts that you will need to succeed as a data scientist. It covers everything from basic data structures through to platforms & software (e.g. Hadoop) and machine learning theory (without too much math!).
The book should give you a good understanding of the ways you can:
- Prepare your data for modelling
- Model your data
- Measure model accuracy
- Improve model accuracy
In addition to:
- What Hadoop is & the components of its ecosystem
- The tools we use to ingest data into Hadoop
- The storage options within Hadoop
- The analytics tools for Hadoop
I hope you enjoy this book!
Contents
- Data basics
- Data structures
- Types of data
- Structured data modelling
- Hadoop (including ingestion, storage and analytics)
- Key statistics for data science
- Machine learning data preparation
- Popular Machine Learning Models
- Enhancing Machine Learning model accuracy
About the Author
