Packt Hands-on GraphQL for Better RESTful Web Services

Packt Hands-on GraphQL for Better RESTful Web Services
English | Size: 3.49 GB
Category: Tutorial

GraphQL is an API standard that provides a more efficient, powerful and flexible alternative to REST. One of the most common problems with REST is over and under fetching of data. GraphQL gives you the flexibility to think of the APIs as a graph and not as endpoints. Hence the execution becomes easier and quicker. [Read more…]

Packt – Hands-On Infrastructure Automation with Ansible

Packt – Hands-On Infrastructure Automation with Ansible
English | Size: 797.95 MB
Category: CBTs

Ansible is an infrastructure automation framework; other examples include Chef, Puppet, and SaltStack. While each framework offers its own unique features, Ansible has an advantage: simplicity. Ansible configuration uses simple, compact, and clean YAML files that are easy to understand and maintain. Ansible is agentless, which means Ansible itself doesn’t need to be installed on target machines. At the same time, while Ansible is simple to learn, it is powerful and extensible, making it the perfect choice even for demanding tasks such as configuring an entire OpenStack cluster. [Read more…]

Machine Learning A-Z Hands-On Python & R In Data Science

Machine Learning A-Z Hands-On Python & R In Data Science
English | Size: 5.48 GB
Category: CBTs

Welcome to the course!
——————– Part 1: Data Preprocessing ——————–
——————– Part 2: Regression ——————–
Simple Linear Regression
Multiple Linear Regression
Polynomial Regression
Support Vector Regression (SVR)
Decision Tree Regression
Random Forest Regression
Evaluating Regression Models Performance
[Read more…]

Packt Publishing – Java for beginners. Step-by-step hands-on guide to Java

Packt Publishing – Java for beginners. Step-by-step hands-on guide to Java
English | Size: 1.78 GB
Category: Tutorial

We are a group of coders and programmers ourselves. So we understand the importance of learning by doing. This course is jam-packed with practical demos, homework assignments and a lot of live coding which will help you immensely in grasping these complex topics. We begin by downloading and installing a free programming editor also known as an integrated development environment (IDE). The IDE is called Eclipse and is pretty popular amongst Java programmers. Then we will go through some basic and foundational concepts of the Java programming language. Many of these concepts also apply to other programming languages. After these core concepts – we will put things into high gear and talk about control flow statements which can help you write dynamic programs. We will discuss object-oriented programming and its various pillars. We will introduce you to important OOP concepts like objects, classes, inheritance, interfaces, and packages. Each discussion will focus on how these concepts relate to the real world, while simultaneously providing an introduction to the syntax of the Java programming language. The added power of OO programming which Java provides gives programmers a huge edge over the relative simplicity of procedural programming. OOP concepts make it easier for programmers to relate the code to the real world objects we see around us. Generally speaking, learning OOP could be very simple and complex at the same time. We strive to explain these essential concepts with the help of simple real world scenarios and exercises. [Read more…]

Packt Publishing – Elasticsearch 5 and Elastic Stack – In Depth and Hands On

Packt Publishing – Elasticsearch 5 and Elastic Stack – In Depth and Hands On
English | Size: 2.01 GB
Category: CBTs

This comprehensive course covers it all, from installation to operations, with 60 lectures including 8 hours of video.

Elasticsearch is a powerful tool not only for powering search on big websites, but also for analyzing big data sets in a matter of milliseconds! It’s an increasingly popular technology, and a valuable skill to have in today’s job market. We’ll cover setting up search indices on an Elasticsearch cluster, and querying that data in many different ways. Fuzzy searches, partial matches, search-as-you-type, pagination, sorting – you name it. And it’s not just theory, every lesson has hands-on examples where you’ll practice each skill using a virtual machine running Elasticsearch on your own PC. [Read more…]

Deep Learning A-Z™ Hands-On Artificial Neural Networks

Deep Learning A-Z™ Hands-On Artificial Neural Networks
English | Size: 3.15 GB
Category: CBTs

Artificial intelligence is growing exponentially. There is no doubt about that. Self-driving cars are clocking up millions of miles, IBM Watson is diagnosing patients better than armies of doctors and Google Deepmind’s AlphaGo beat the World champion at Go – a game where intuition plays a key role.
[Read more…]

Pluralsight – Hands-on Responsive Web Design 2 Responsive Images and Sliders

Pluralsight – Hands-on Responsive Web Design 2: Responsive Images and Sliders
English | Size: 453.96 MB
Category: Tutorial

At the heart of developing any responsive website is a thorough knowledge of how to use HTML5, CSS3, and SASS. In this course, Hands-on Responsive Web Design 2: Responsive Images and Sliders, you’ll learn the skills you need to implement responsive images using source set (srcset), and change images based on device pixel density and image width. First, you’ll explore how to use the picture tag to target images based on media queries. Next, you’ll dive into how to automate the creation of multiple sized images using Photoshop. Finally, you’ll discover under what circumstances you should implement them. When you’re finished with this course, you’ll have built several functioning examples, which you can use in your next project. Software required: Brackets, Koala.app, and Photoshop.
[Read more…]

Pluralsight – Hands-on Responsive Web Design 1 Media Queries & CSS Preprocessing

Pluralsight – Hands-on Responsive Web Design 1: Media Queries & CSS Preprocessing
English | Size: 387.07 MB
Category: Tutorial

At the heart of developing any responsive website is a thorough knowledge of how to use HTML5, CSS3, and SASS. In this course, Responsive Web Design 1: Media Queries and CSS Preprocessing, you’ll learn the skills you need to create a mobile first, responsive web page template that can be used as a basis for an entire site or even a CMS. [Read more…]

Packt Publishing – The Ultimate Hands-on Hadoop

Packt Publishing – The Ultimate Hands-on Hadoop
English | Size: 2.79 GB
Category: CBTs

The world of Hadoop and "Big Data" can be intimidating – hundreds of different technologies with cryptic names form the Hadoop ecosystem. With this course, you’ll not only understand what those systems are and how they fit together – but you’ll go hands-on and learn how to use them to solve real business problems!This course is comprehensive, covering over 25 different technologies in over 14 hours of video lectures. It’s filled with hands-on activities and exercises, so you get some real experience in using Hadoop – it’s not just theory.You’ll find a range of activities in this course for people at every level. If you’re a project manager who just wants to learn the buzzwords, there are web UI’s for many of the activities in the course that require no programming knowledge. If you’re comfortable with command lines, we’ll show you how to work with them too. And if you’re a programmer, I’ll challenge you with writing real scripts on a Hadoop system using Scala, Pig Latin, and Python. [Read more…]

Pluralsight – Hands-On Incident Response Fundamentals

Pluralsight – Hands-On Incident Response Fundamentals
English | Size: 481.38 MB
Category: Tutorial

Companies around the world are in dire need of qualified IR analysts. Whether you work in security now or intend to transition to the field, this course will teach you the fundamental skills you’ll need to thrive in the world of hands-on security.
Most companies have a difficult time finding and hiring qualified Incident Response (IR) analysts. For that matter, many whom make their way into this hands-on security profession lack a solid foundation. In this course, Hands-On Incident Response Fundamentals, you’ll be prepared to take on the task of IR by being presented with the core principles associated with the field. [Read more…]