Practical Python AI Projects

Practical Python AI Projects

Discover the art and science of solving artificial intelligence problems with Python using optimization modeling. This book covers the practical creation and analysis of mathematical algebraic models such as linear continuous models, non-obviously linear continuous models, and pure linear integer models. Rather than focus on theory,¬†Practical Python AI…

Python Machine Learning Case Studies

Python Machine Learning Case Studies

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…

Beginning Artificial Intelligence with the Raspberry Pi

Beginning Artificial Intelligence with the Raspberry Pi

Gain a gentle introduction to the world of Artificial Intelligence (AI) using the Raspberry Pi as the computing platform. Most of the major AI topics will be explored, including expert systems, machine learning both shallow and deep, fuzzy logic control, and more! AI in action will be demonstrated…

Invent Your Own Computer Games with Python

Invent Your Own Computer Games with Python

Invent Your Own Computer Games with Python will show you how to make classic computer games in Python, even if you’ve never programmed before. Each chapter introduces a new game as well as step-by-step explanations of how the code works. As you build games like Reversi, Hangman, Tic-Tac-Toe,…

Mastering Natural Language Processing with Python

Mastering Natural Language Processing with Python

Natural Language Processing is one of the fields of computational linguistics and artificial intelligence that is concerned with human-computer interaction. It provides a seamless interaction between computers and human beings and gives computers the ability to understand human speech with the help of machine learning. This book will…

Python Game Programming By Example

Python Game Programming By Example

With a growing interest in learning to program, game development is an appealing topic for getting started with coding. From geometry to basic Artificial Intelligence algorithms, there are plenty of concepts that can be applied in almost every game. Python is a widely used general-purpose, high-level programming language….

Natural Language Processing with Python

Natural Language Processing with Python

This book offers a highly accessible introduction to Natural Language Processing, the field that underpins a variety of language technologies ranging from predictive text and email filtering to automatic summarization and translation. You’ll learn how to write Python programs to analyze the structure and meaning of texts, drawing…

Docker for Data Science

Docker for Data Science

Learn Docker “infrastructure as code” technology to define a system for performing standard but non-trivial data tasks on medium- to large-scale data sets, using Jupyter as the master controller. It is not uncommon for a real-world data set to fail to be easily managed. The set may not…

Automate it!

Automate it!

This book gives you a great selection of recipes to automate your business processes with Python, and provides a platform for you to understand how Python is useful to make time consuming and repetitive business tasks more efficient. Python is a mature high level language, has object-oriented programming…

NLTK Essentials

NLTK Essentials

Natural Language Processing (NLP) is the field of artificial intelligence and computational linguistics that deals with the interactions between computers and human languages. With the instances of human-computer interaction increasing, it’s becoming imperative for computers to comprehend all major natural languages. Natural Language Toolkit (NLTK) is one such…