Our aim in writing this book is to write down all of the unwritten tips, tricks, and common practices that we’ve learned over the years while working with Django.
While writing, we’ve thought of ourselves as scribes, taking the various things...
Spark for Python Developers aims to combine the elegance and flexibility of Python with the power and versatility of Apache Spark. Spark is written in Scala and runs on the Java virtual machine. It is nevertheless polyglot and offers bindings and...
This book is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. My goal is to offer a guide to the parts of the Python programming language and its data-oriented library ecosystem and tools that...
A knowledge of data structures and the algorithms that bring them to life is the key to building successful data applications. With this knowledge, we have a powerful way to unlock the secrets buried in large amounts of data. This skill is becoming...
Distributed with every copy of Python, the standard library contains hundreds of modules that provide tools for interacting with the operating system, interpreter, and Internet—all of them tested and ready to be used to jump-start the development...
Data is the new oil and unstructured data—especially text, images, and videos—contains a wealth of information. However, due to the inherent complexity in processing and analyzing this data, people often refrain from spending extra time and...
Artificial intelligence, or AI, is an exciting field and my purpose in writing this book is to convey some of that excitement to you. I will be using the Raspberry Pi single-board computer as the primary tool through which you can explore how AI...
Is the term “marketing analytics” unclear to you? Do you want to discover methodologies that will help maximize your marketing efforts? Are you familiar with marketing analytics methodologies but don’t know R, Python, or SQL? If so, then this...
This eagerly anticipated second edition of the popular Python Machine Learning Cookbook, Second Edition, will enable you to adopt a fresh approach to dealing with real-world machine learning and deep learning tasks.
With the help of over 100...
The internet is powered by RESTful APIs. Behind the scenes even the simplest online task involves multiple computers interacting with one another.
AnAPI(ApplicationProgrammingInterface)isaformalwaytodescribetwocomputers communicating directly with...