Preface

In Mastering Predictive Analytics with Python, you will work through a step-by-step process to turn raw data into powerful insights. Power-packed with case studies and code examples using popular open source Python libraries, this volume illustrates the complete development process for analytic applications. The detailed examples illustrate robust and scalable applications for common use cases. You will learn to quickly apply these methods to your own data.

What this book covers

Chapter 1, From Data to Decisions – Getting Started with Analytic Applications, teaches you to describe the core components of an analytic pipeline and the ways in which they interact. We also examine the differences between batch and streaming processes, and some ...

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