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Data Science Algorithms in a Week: Top 7 algorithms for scientific computing, data analysis, and machine learning, 2nd Edition
Data Science Algorithms in a Week: Top 7 algorithms for scientific computing, data analysis, and machine learning, 2nd Edition

Build a strong foundation of machine learning algorithms in 7 days

Key Features

  • Use Python and its wide array of machine learning libraries to build predictive models
  • Learn the basics of the 7 most widely used machine learning algorithms within a week
  • Know...
Getting Started with Containerization: Reduce the operational burden on your system by automating and managing your containers
Getting Started with Containerization: Reduce the operational burden on your system by automating and managing your containers

Choose the smarter way to learn about containerizing your applications and running them in production.

Key Features

  • Deploy and manage highly scalable, containerized applications with Kubernetes
  • Build high-availability Kubernetes clusters
  • Secure your...
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...
Hands-On Kubernetes on Azure: Run your applications securely and at scale on the most widely adopted orchestration platform
Hands-On Kubernetes on Azure: Run your applications securely and at scale on the most widely adopted orchestration platform

Efficiently deploy and manage Kubernetes clusters on a cloud

Key Features

  • Deploy highly scalable applications with Kubernetes on Azure
  • Leverage AKS to deploy, manage, and operations of Kubernetes
  • Gain best practices from this guide to increase efficiency...
Big Data Analysis with Python: Combine Spark and Python to unlock the powers of parallel computing and machine learning
Big Data Analysis with Python: Combine Spark and Python to unlock the powers of parallel computing and machine learning

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...
VMware vSphere 6.5 Cookbook - Third Edition: Over 140 task-oriented recipes to install, configure, manage, and orchestrate various VMware vSphere 6.5 components
VMware vSphere 6.5 Cookbook - Third Edition: Over 140 task-oriented recipes to install, configure, manage, and orchestrate various VMware vSphere 6.5 components

Deploy and manage VMware vSphere 6.5 components with ease

Key Features

  • Simplified and to-the-point theory and practical recipes to deploy and manage vSphere 6.5
  • Discover the best ways to deploy stateless and stateful ESXi hosts and upgrade them
  • Storage and...
Python Data Science Essentials: A practitioner's guide covering essential data science principles, tools, and techniques, 3rd Edition
Python Data Science Essentials: A practitioner's guide covering essential data science principles, tools, and techniques, 3rd Edition

Gain useful insights from your data using popular data science tools

Key Features

  • A one-stop guide to Python libraries such as pandas and NumPy
  • Comprehensive coverage of data science operations such as data cleaning and data manipulation
  • Choose scalable...
Hands-On Computer Vision with Julia: Build complex applications with advanced Julia packages for image processing, neural networks, and Artificial Intelligence
Hands-On Computer Vision with Julia: Build complex applications with advanced Julia packages for image processing, neural networks, and Artificial Intelligence

Explore the various packages in Julia that support image processing and build neural networks for video processing and object tracking.

Key Features

  • Build a full-fledged image processing application using JuliaImages
  • Perform basic to advanced image and video stream...
Using Docker: Developing and Deploying Software with Containers
Using Docker: Developing and Deploying Software with Containers

Docker containers offer simpler, faster, and more robust methods for developing, distributing, and running software than previously available. With this hands-on guide, you’ll learn why containers are so important, what you’ll gain by adopting Docker, and how to make it part of your development...

Docker Cookbook: Solutions and Examples for Building Distributed Applications
Docker Cookbook: Solutions and Examples for Building Distributed Applications

Whether you’re deploying applications on premise or in the cloud, this cookbook provides developers, operators, and IT professionals with more than 130 proven recipes for working with Docker.

With these practical solutions, experienced developers with no previous knowledge of Docker will be able to package and...

Docker Orchestration
Docker Orchestration

Key Features

  • Explore the new features added to the core Docker Engine to make multi-container orchestration easy
  • Leverage tools such as Docker Machine, Swarm, Compose, and third-party tools such as Kubernetes, Mesosphere, and CoreOS to orchestrate containers
  • Use Docker Compose with Swarm and...
Docker Bootcamp
Docker Bootcamp

Fast, intensive, and effective Docker learning

About This Book

  • Get well-versed with Docker in 7 days
  • Identify and resolve common problems faced by users while working with Docker
  • A fast-paced guide that will focus on all the core Docker functionalities

...

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