Learn IT - Books tags agent-based

Good Habits for Great Coding: Improving Programming Skills with Examples in Python

Apress, 2018

Improve your coding skills and learn how to write readable code. Rather than teach basic programming, this book presumes that readers understand the fundamentals, and offers time-honed best practices for style, design, documenting, testing, refactoring, and more.

Taking an informal, conversational tone,...

Expert Twisted: Event-Driven and Asynchronous Programming with Python

Apress, 2018

Explore Twisted, the Python-based event-driven networking engine, and review several of its most popular application projects. It is written by community leaders who have contributed to many of the projects covered, and share their hard-won insights and experience.

Expert Twisted starts with an introduction...

Deep Learning with TensorFlow: Explore neural networks and build intelligent systems with Python, 2nd Edition

Packt Publishing, 2018

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of TensorFlow.

Key Features

Learn how to implement advanced techniques in deep learning with Google's brainchild, TensorFlow

Explore deep neural...

Python Crash Course: A Hands-On, Project-Based Introduction to Programming

No Starch Press, 2015

Python Crash Course is a fast-paced, thorough introduction to Python that will have you writing programs, solving problems, and making things that work in no time.

In the first half of the book, you’ll learn about basic programming concepts, such as lists, dictionaries, classes, and loops, and practice writing...

Building Chatbots with Python: Using Natural Language Processing and Machine Learning

Apress, 2018

Build your own chatbot using Python and open source tools. This book begins with an introduction to chatbots where you will gain vital information on their architecture. You will then dive straight into natural language processing with the natural language toolkit (NLTK) for building a custom language processing platform for...

Linear Algebra and Probability for Computer Science Applications

CRC Press, 2012

Based on the author’s course at NYU, Linear Algebra and Probability for Computer Science Applications gives an introduction to two mathematical fields that are fundamental in many areas of computer science. The course and the text are addressed to students with a very weak mathematical background. Most of the...

Machine Learning Using R: With Time Series and Industry-Based Use Cases in R

Apress, 2018

Examine the latest technological advancements in building a scalable machine-learning model with big data using R. This second edition shows you how to work with a machine-learning algorithm and use it to build a ML model from raw data. You will see how to use R programming with TensorFlow, thus avoiding the effort of learning Python...

Test-Driven Java Development - Second Edition: Invoke TDD principles for end-to-end application development

Packt Publishing, 2018

This book will teach the concepts of test driven development in Java so you can build clean, maintainable and robust code

Key Features

Explore the most popular TDD tools and frameworks and become more proficient in building applications

Create applications with better code...

Natural Language Processing and Computational Linguistics: A practical guide to text analysis with Python, Gensim, spaCy, and Keras

Packt Publishing, 2018

Work with Python and powerful open source tools such as Gensim and spaCy to perform modern text analysis, natural language processing, and computational linguistics algorithms.

Key Features

Discover the open source Python text analysis ecosystem, using spaCy, Gensim, scikit-learn, and...

Practical Convolutional Neural Networks: Implement advanced deep learning models using Python

Packt Publishing, 2018

One stop guide to implementing award-winning, and cutting-edge CNN architectures

Key Features

Fast-paced guide with use cases and real-world examples to get well versed with CNN techniques

Implement CNN models on image classification, transfer learning, Object Detection,...

Begin to Code with Python

Microsoft Press, 2017

Become a Python programmer–and have fun doing it!

Start writing software that solves real problems, even if you have absolutely no programming experience! This friendly, easy, full-color book puts you in total control of your own learning, empowering you to build...

Service-Oriented Crowdsourcing: Architecture, Protocols and Algorithms (SpringerBriefs in Computer Science)

Springer, 2012

At a fundamental level, service-oriented crowdsourcing applies the principles of service-oriented architecture (SOA) to the discovery, composition and selection of a scalable human workforce. Service-Oriented Crowdsourcing: Architecture, Protocols and Algorithms provides both an analysis of contemporary crowdsourcing systems, such as Amazon...

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