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Thoughtful Data Science: A Programmer's Toolset for Data Analysis and Artificial Intelligence with Python, Jupyter Notebook, and PixieDust
Thoughtful Data Science: A Programmer's Toolset for Data Analysis and Artificial Intelligence with Python, Jupyter Notebook, and PixieDust

Bridge the gap between developer and data scientist by creating a modern open-source, Python-based toolset that works with Jupyter Notebook, and PixieDust.

Key Features

  • Think deeply as a developer about your strategy and toolset in data science
  • Discover the best tools that...
Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition
Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition

An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithms

Key Features

  • Explore statistics and complex mathematics for data-intensive applications
  • Discover new developments in EM algorithm, PCA, and bayesian...
Data Analysis with Python: A Modern Approach
Data Analysis with Python: A Modern Approach

Learn a modern approach to data analysis using Python to harness the power of programming and AI across your data. Detailed case studies bring this modern approach to life across visual data, social media, graph algorithms, and time series analysis.

Key Features

  • Bridge your data analysis...
Python Reinforcement Learning Projects: Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow
Python Reinforcement Learning Projects: Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow

Implement state-of-the-art deep reinforcement learning algorithms using Python and its powerful libraries

Key Features

  • Implement Q-learning and Markov models with Python and OpenAI
  • Explore the power of TensorFlow to build self-learning models
  • Eight AI...
Beginning Java Data Structures and Algorithms: Sharpen your problem solving skills by learning core computer science concepts in a pain-free manner
Beginning Java Data Structures and Algorithms: Sharpen your problem solving skills by learning core computer science concepts in a pain-free manner

Though your application serves its purpose, it might not be a high performer. Learn techniques to accurately predict code efficiency, easily dismiss inefficient solutions, and improve the performance of your application.

Key Features

  • Explains in detail different algorithms and data...
Become a Python Data Analyst: Perform exploratory data analysis and gain insight into scientific computing using Python
Become a Python Data Analyst: Perform exploratory data analysis and gain insight into scientific computing using Python

Enhance your data analysis and predictive modeling skills using popular Python tools

Key Features

  • Cover all fundamental libraries for operation and manipulation of Python for data analysis
  • Implement real-world datasets to perform predictive analytics with Python
  • ...
Hands-On System Programming with Linux: Explore Linux system programming interfaces, theory, and practice
Hands-On System Programming with Linux: Explore Linux system programming interfaces, theory, and practice

Get up and running with system programming concepts in Linux

Key Features

  • Acquire insight on Linux system architecture and its programming interfaces
  • Get to grips with core concepts such as process management, signalling and pthreads
  • Packed with industry...
Mastering ROS for Robotics Programming - Second Edition: Design, build, and simulate complex robots using the Robot Operating System
Mastering ROS for Robotics Programming - Second Edition: Design, build, and simulate complex robots using the Robot Operating System

Discover best practices and troubleshooting solutions when working on ROS

Key Features

  • Develop complex robotic applications using ROS to interface robot manipulators and mobile robots
  • Gain insight into autonomous navigation in mobile robots and motion planning in robot...
TensorFlow Machine Learning Cookbook: Over 60 recipes to build intelligent machine learning systems with the power of Python, 2nd Edition
TensorFlow Machine Learning Cookbook: Over 60 recipes to build intelligent machine learning systems with the power of Python, 2nd Edition

Skip the theory and get the most out of Tensorflow to build production-ready machine learning models

Key Features

  • Exploit the features of Tensorflow to build and deploy machine learning models
  • Train neural networks to tackle real-world problems in Computer Vision and...
Learn Bitcoin and Blockchain: Understanding blockchain and Bitcoin architecture to build decentralized applications
Learn Bitcoin and Blockchain: Understanding blockchain and Bitcoin architecture to build decentralized applications

Get up and running with the fundamentals of Bitcoin and blockchain

Key Features

  • Learn quick, effective, and easy ways to master blockchain and Bitcoin
  • Understand the impact of decentralization and discover ways to tackle it
  • Explore the future of Bitcoin...
Program the Internet of Things with Swift for iOS: Learn How to Program Apps for the Internet of Things
Program the Internet of Things with Swift for iOS: Learn How to Program Apps for the Internet of Things

With this book, you will learn how to build apps and hardware for the Internet of Things, using Apple's native APIs and industry standard protocols like Bluetooth and HTTPS. You'll start out learning how to access the sensors on the iPhone, move on to building your own accessories using the Arduino and Raspberry
...
Scala Machine Learning Projects: Build real-world machine learning and deep learning projects with Scala
Scala Machine Learning Projects: Build real-world machine learning and deep learning projects with Scala

Powerful smart applications using deep learning algorithms to dominate numerical computing, deep learning, and functional programming.

Key Features

  • Explore machine learning techniques with prominent open source Scala libraries such as Spark ML, H2O, MXNet, Zeppelin, and DeepLearning4j
  • ...
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