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Python Data Analytics: With Pandas, NumPy, and Matplotlib

Apress, 2018

Explore the latest Python tools and techniques to help you tackle the world of data acquisition and analysis. You'll review scientific computing with NumPy, visualization with matplotlib, and machine learning with scikit-learn.

This revision is fully updated with new content on social media data analysis, image...

fastText Quick Start Guide: Get started with Facebook's library for text representation and classification

Packt Publishing, 2018

Perform efficient fast text representation and classification with Facebook's fastText library

Key Features

Introduction to Facebook's fastText library for NLP

Perform efficient word representations, sentence classification, vector representation

Mastering OpenCV 4 with Python: A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7

Packt Publishing, 2019

Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web computing and augmented reality.

Key Features

Develop your computer vision skills by mastering algorithms in Open Source Computer Vision 4 (OpenCV 4)and...

Reinventing ITIL® in the Age of DevOps: Innovative Techniques to Make Processes Agile and Relevant

Apress, 2018

Delve into the principles of ITIL® and DevOps and examine the similarities and differences. This book re-engineers the ITIL framework to work in DevOps projects without changing its meaning and its original objectives, making it fit for purpose for use in DevOps...

Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python

Packt Publishing, 2018

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras

Key Features

Implement machine learning algorithms to build, train, and validate algorithmic models

Create your own algorithmic design process to apply...

Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more

Packt Publishing, 2018

This practical guide will teach you how deep learning (DL) can be used to solve complex real-world problems.

Key Features

Explore deep reinforcement learning (RL), from the first principles to the latest algorithms

Evaluate high-profile RL methods, including value...

Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition

John Wiley & Sons, 2011

Now updated—the systematic introductory guide to modern analysis of large data sets

As data sets continue to grow in size and complexity, there has been an inevitable move towards indirect, automatic, and intelligent data analysis in which the analyst works via more complex and sophisticated software tools. This book...

Sams Teach Yourself JavaScript in 21 Days

Sams Publishing, 2002

The aim of Sams Teach Yourself JavaScript in 21 Days is to tutor the Web-literate novice JavaScripter through to a high level of competency in applying JavaScript to Web pages.

In addition to core uses of client-side JavaScript, Sams Teach Yourself JavaScript in 21 Days also covers emerging topics such as...

New Perspectives HTML5 and CSS3: Comprehensive

Cengage Learning, 2017

Now you can master Web page design as you learn from the unique, hands-on approach found in NEW PERSPECTIVES HTML5 AND CSS3: COMPREHENSIVE, 7E. Each tutorial in this complete book challenges you to put into practice the concepts you have just learned. Every tutorial includes a basic statement of the problem, the goals you should achieve, and a...

Practical Data Wrangling: Expert techniques for transforming your raw data into a valuable source for analytics

Packt Publishing, 2017

Key Features

This easy-to-follow guide takes you through every step of the data wrangling process in the best possible way

Work with different types of datasets, and reshape the layout of your data to make it easier for analysis

Get simple examples and real-life data...

Scratch by Example: Programming for All Ages

Apress, 2016

This is a book about learning the Scratch language so that you can use it in teaching and other instructional situations. The book explains the visual nature of the language, showing you how to write programs by dragging and dropping visual blocks representing common compute operations.

Scratch is visual...

Learning jQuery, Third Edition

Packt Publishing, 2011

Step through each of the core concepts of the jQuery library, building an overall picture of its capabilities. Once you have thoroughly covered the basics, the book returns to each concept to cover more advanced examples and techniques. This book is for web designers who want to create interactive elements for their designs, and for...

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