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Mastering Machine Learning Algorithms: Expert techniques to implement popular machine learning algorithms and fine-tune your models
Mastering Machine Learning Algorithms: Expert techniques to implement popular machine learning algorithms and fine-tune your models

Explore and master the most important algorithms for solving complex machine learning problems.

Key Features

  • Discover high-performing machine learning algorithms and understand how they work in depth
  • One-stop solution to mastering supervised, unsupervised, and...
Beginning Application Development with TensorFlow and Keras: Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications
Beginning Application Development with TensorFlow and Keras: Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications

You need much more than imagination to predict earthquakes and detect brain cancer cells. Become an expert in designing and deploying TensorFlow and Keras models, and generate insightful predictions with the power of deep learning.

Key Features

  • Cover the basics of neural networks and...
Hands-On Data Science with Anaconda: Utilize the right mix of tools to create high-performance data science applications
Hands-On Data Science with Anaconda: Utilize the right mix of tools to create high-performance data science applications

Develop, deploy, and streamline your data science projects with the most popular end-to-end platform, Anaconda

Key Features

  • Use Anaconda to find solutions for clustering, classification, and linear regression
  • Analyze your data efficiently with the most powerful data...
Hands-On Reinforcement Learning with Python: Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow
Hands-On Reinforcement Learning with Python: Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow

A hands-on guide enriched with examples to master deep reinforcement learning algorithms with Python

Key Features

  • Enter the world of artificial intelligence using the power of Python
  • An example-rich guide to master various RL and DRL algorithms
  • Explore...
Mastering Game Development with Unreal  Engine 4: Build high-performance AAA games with UE 4, 2nd Edition
Mastering Game Development with Unreal Engine 4: Build high-performance AAA games with UE 4, 2nd Edition

A comprehensive guide with coverage on AudioFX, Particle system, shaders, sequencers, and the latest features of Unreal 4.19 that will take your game development skills to the next level

Key Features

  • Create a high-performance Combat game using the essential features of Unreal Engine...
Cloud Native Architectures: Design high-availability and cost-effective applications for the cloud
Cloud Native Architectures: Design high-availability and cost-effective applications for the cloud

Learn and understand the need to architect cloud applications and migrate your business to cloud efficiently

Key Features

  • Understand the core design elements required to build scalable systems
  • Plan resources and technology stacks effectively for high security and fault...
MySQL 8 Administrator's Guide: Effective guide to administering high-performance MySQL 8 solutions
MySQL 8 Administrator's Guide: Effective guide to administering high-performance MySQL 8 solutions

Step by step guide to monitor, manage, and secure your database engine

Key Features

  • Your companion to master all the administration-related tasks in MySQL 8
  • Ensure high performance and high availability of your MySQL solution using effective replication and backup...
Hands-On Functional Programming in Rust: Build modular and reactive applications with functional programming techniques in Rust 2018
Hands-On Functional Programming in Rust: Build modular and reactive applications with functional programming techniques in Rust 2018

Explore the support Rust offers for creating functional applications in Rust. Learn about various design patterns, implementing concurrency, metaprogramming, and so on in the process

Key Features

  • Learn generics, organization, and design patterns in functional programming
  • ...
Applied Deep Learning with Python: Use scikit-learn, TensorFlow, and Keras to create intelligent systems and machine learning solutions
Applied Deep Learning with Python: Use scikit-learn, TensorFlow, and Keras to create intelligent systems and machine learning solutions

A hands-on guide to deep learning that's filled with intuitive explanations and engaging practical examples

Key Features

  • Designed to iteratively develop the skills of Python users who don't have a data science background
  • Covers the key foundational concepts...
Professional Azure SQL Database Administration: Equip yourself with the skills you need to manage and maintain your SQL databases on the Microsoft cloud
Professional Azure SQL Database Administration: Equip yourself with the skills you need to manage and maintain your SQL databases on the Microsoft cloud

Discover how you can migrate a traditional on-premise SQL server database to a cloud-based solution with Microsoft Azure. Built with database administrators in mind, this book emulates different scenarios you might come across while working with large, complex SQL database migrations and provides solutions for effectively managing...

Mastering Magento Theme Design
Mastering Magento Theme Design

Create responsive themes using Bootstrap, the most widely used frontend framework

About This Book

  • Create an advanced responsive Magento theme based on the Bootstrap 3 framework
  • Configure your custom theme with the Magento Admin Panel
  • Create your theme from scratch using...
C++ High Performance: Boost and optimize the performance of your C++17 code
C++ High Performance: Boost and optimize the performance of your C++17 code

Write code that scales across CPU registers, multi-core, and machine clusters

Key Features

  • Explore concurrent programming in C++
  • Identify memory management problems
  • Use SIMD and STL containers for performance improvement

Book...

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