Learn IT - Books tags own

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,...

Software Development From A to Z: A Deep Dive into all the Roles Involved in the Creation of Software

Apress, 2018

Understand the big picture of the software development process. We use software every day – operating systems, applications, document editing programs, home banking – but have you ever wondered who creates software and how it’s created? This book guides you through the entire process, from conception to the finished...

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...

Hands-On Automated Machine Learning: A beginner's guide to building automated machine learning systems using AutoML and Python

Packt Publishing, 2018

Automate data and model pipelines for faster machine learning applications

Key Features

Build automated modules for different machine learning components

Understand each component of a machine learning pipeline in depth

Learn to use different open source...

Big Data Analysis with Python: Combine Spark and Python to unlock the powers of parallel computing and machine learning

Packt Publishing, 2019

Get to grips with processing large volumes of data and presenting it as engaging, interactive insights using Spark and Python.

Key Features

Get a hands-on, fast-paced introduction to the Python data science stack

Explore ways to create useful metrics and statistics from...

Beginning Data Science with Python and Jupyter: Use powerful tools to unlock actionable insights from data

Packt Publishing, 2018

Getting started with data science doesn't have to be an uphill battle. This step-by-step guide is ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction.

Key Features

Get up and running with the Jupyter ecosystem and some example datasets

...

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...

Beginning API Development with Node.js: Build highly scalable, developer-friendly APIs for the modern web with JavaScript and Node.js

Packt Publishing, 2018

Learn everything you need to get up and running with cutting-edge API development using JavaScript and Node.js; ideal for data-intensive real-time applications that run across multiple platforms.

Key Features

Build web APIs from start to finish using JavaScript across the development...

Applied Natural Language Processing with Python: Implementing Machine Learning and Deep Learning Algorithms for Natural Language Processing

Apress, 2018

Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you will learn the skills to implement these methods in larger infrastructures to replace existing code or create new...

Reinforcement Learning with TensorFlow: A beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym

Packt Publishing, 2018

Leverage the power of reinforcement learning techniques to develop self-learning systems using TensorFlow

Key Features

Explore reinforcement learning concepts and their implementation using TensorFlow

Discover different problem-solving methods for reinforcement...

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...

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