Python Machine Learning Case Studies: Five Case Studies for the Data Scientist

Python Machine Learning Case Studies: Five Case Studies for the Data Scientist, 9781484228227 (1484228227), Apress, 2017

Embrace machine learning approaches and Python to enable automatic rendering of rich insights and solve business problems. The book uses a hands-on case study-based approach to crack real-world applications to which machine learning concepts can be applied. These smarter machines will enable your business processes to achieve efficiencies on minimal time and resources.

Python Machine Learning Case Studies takes you through the steps to improve business processes and determine the pivotal points that frame strategies. You’ll see machine learning techniques that you can use to support your products and services. Moreover you’ll learn the pros and cons of each of the machine learning concepts to help you decide which one best suits your needs.

By taking a step-by-step approach to coding in Python you’ll be able to understand

the rationale behind model selection and decisions within the machine learning process. The book is equipped with practical examples along with code snippets to ensure that you understand the data science approach to solving real-world problems.

What You Will Learn

Gain insights into machine learning concepts
Work on real-world applications of machine learning
Learn concepts of model selection and optimization
Get a hands-on overview of Python from a machine learning point of view

Who This Book Is For

Data scientists, data analysts, artificial intelligence engineers, big data enthusiasts, computer scientists, computer sciences students, and capital market analysts.

Comments

Amazing Books

Learn Python Visually

CreateSpace Independent Publishing Platform, 2015

Learn Python Visually is a modern breakthrough that makes learning programming more intuitive, easier, and fun. Using the most basic approach to learning that we all inherently know from childhood, "Learn Python VISUALLY" solves the comprehension problem that so many other books cannot seem to bridge. Visual learners retain...

Pro Python Best Practices: Debugging, Testing and Maintenance

Apress, 2017

Learn software engineering and coding best practices to write Python code right and error free. In this book you’ll see how to properly debug, organize, test, and maintain your code, all of which leads to better, more efficient coding.

Software engineering is difficult. Programs of any substantial length are...

Professional Python

Wrox Press, 2015

Master the secret tools every Python programmer needs to know

Professional Python goes beyond the basics to teach beginner- and intermediate-level Python programmers the little-known tools and constructs that build concise, maintainable code. Design better architecture and write easy-to-understand code using highly...

Mastering Python Scientific Computing

Packt Publishing, 2015

A complete guide for Python programmers to master scientific computing using Python APIs and tools

About This Book

The basics of scientific computing to advanced concepts involving parallel and large scale computation are all covered.

Most of the Python APIs and tools used in scientific...

Python GUI Programming Cookbook

Packt Publishing, 2015

Over 80 object-oriented recipes to help you create mind-blowing GUIs in Python

About This Book

Use object-oriented programming to develop amazing GUIs in Python

Create a working GUI project as a central resource for developing your Python GUIs

Packed with easy-to-follow...

Deep Learning with Python: A Hands-on Introduction

Apress, 2017

Discover the practical aspects of implementing deep-learning solutions using the rich Python ecosystem. This book bridges the gap between the academic state-of-the-art and the industry state-of-the-practice by introducing you to deep learning frameworks such as Keras, Theano, and Caffe. The practicalities of these frameworks is often...