Packt Publishing – Networking and Security Best Practices on AWS

Packt Publishing – Networking and Security Best Practices on AWS
English | Size: 330.11 MB
Category: Tutorial

Build secure web facing applications by learning the fundamental technologies required to secure your applications from the beginning of the architecture/development process.

This course will show you how to get started with the fundamental technologies required to secure your applications from the beginning of the architecture/development process: Identity Access Management (IAM) and Virtual Private Clouds (VPCs). Combined, these two technologies give you the essential capability you will need to create a secure and isolated virtual datacenter in the cloud, complete with fine-grained user access controls and activity monitoring. [Read more…]

Packt Publishing – Speaking ‘R’ – The Language of Data Science

Packt Publishing – Speaking ‘R’ – The Language of Data Science
English | Size: 625.57 MB
Category: CBTs

In this video course, we start by focusing on R’s similarities with programming languages such as basic/C/C# with loops and conditional tests like if, so that you can feel at home and be productive straight away.

We begin by introducing R and setting things up so that you are ready to go using Rstudio, the associated IDE. Then we look at R as a programming language and see how the standard things are done in it, so you can see that it’s not that different from other programming languages. Next, we introduce some R commands, which are very useful and not as common in traditional languages since manipulating data is more important in R. [Read more…]

Packt Publishing – Sharepoint – Powershell, Automation And Provider-Hosted Add-Ins

Packt Publishing – Sharepoint – Powershell, Automation And Provider-Hosted Add-Ins
English | Size: 1.12 GB
Category: CBTs

In the second volume, we will first cover the PowerShell command pack from the PnP repository, exploring the various capabilities it offers. We will focus on site modification, site collection, and site provisioning techniques. Next we will cover provider-hosted add-ins and take a look at what they have to offer on top of SP-hosted add-ins. We’ll convert a project from an SP-hosted one into a provider-hosted one and set up sample event reactive code using the WebHooks SDK.
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Packt Publishing – SQL Server 2016 – Maintenance and Automation

Packt Publishing – SQL Server 2016 – Maintenance and Automation
English | Size: 608.02 MB
Category: CBTs

Microsoft SQL Server 2016 is considered the biggest leap in the data platform history of the Microsoft, in the ongoing era of Big Data and data science. Compared to its predecessors, SQL Server 2016 offers developers a unique opportunity to leverage the advanced features and build applications that are robust, scalable, and easy to administer.
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Packt Publishing – Real Time Streaming using Apache Spark Streaming

Packt Publishing – Real Time Streaming using Apache Spark Streaming
English | Size: 208.13 MB
Category: CBTs

Spark is the technology that allows us to perform big data processing in the MapReduce paradigm very rapidly, due to performing the processing in memory without the need for extensive I/O operations.

Recently, the streaming approach to processing events in near real time became more widely adopted and more necessary. In this course, you will learn how to handle big amount of unbounded infinite streams of data. You will analyze data and draw conclusions from it. Furthermore, we will look at common problems when processing event streams: sorting, watermarks, deduplication, and keeping state (for example, user sessions). You will also implement streaming processing using Spark Streaming and analyze traffic on a web page in real time. [Read more…]

Packt Publishing – R and Machine Learning Fundamentals

Packt Publishing – R and Machine Learning Fundamentals
English | Size: 285.55 MB
Category: CBTs

R is one of the most popular languages used for machine learning and arguably, the best entry point to the fascinating world of machine learning (ML). If you’re interested to explore both the programming and machine learning world with R, then go for this course.

This course is a blend of text, videos, code examples, assessments, case studies, and a mini project which together makes your learning journey all the more exciting and truly rewarding. It is meticulously designed and developed in order to empower you with all the right and relevant information on R. [Read more…]

Packt Publishing – Elasticsearch 5.x Solutions – Mastering Elasticsearch Operations

Packt Publishing – Elasticsearch 5.x Solutions – Mastering Elasticsearch Operations
English | Size: 510.95 MB
Category: CBTs

Spanning around 4 hours, this course dives straight into the core capabilities of Elasticsearch. It contains practical recipes on the major operations such as searching, working with text, numeric and geo queries, performing aggregations and scripting.
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Packt Publishing – Django Projects – E-Learning Portal

Packt Publishing – Django Projects – E-Learning Portal
English | Size: 767.21 MB
Category: CBTS

This course demonstrates how to build a modern web application using Django. We start by setting up a best-practices development environment and then quickly move to writing a simple e-learning system, showcasing the key features of Django and its ecosystem. Following Django’s philosophy of being the framework for perfectionists with deadlines, we will take a pragmatic getting-things-done approach, while avoiding decisions that would hurt us in later stages of development. By the end of the course, we will have built a simple e-learning platform, including content management, student registration, and a restful API.
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Packt Publishing – Deploying Cloud-Native AWS components

Packt Publishing – Deploying Cloud-Native AWS components
English | Size: 589.26 MB
Category: CBTS

Amazon Web Services(AWS) is a secure cloud services platform, offering compute power, database storage, content delivery and other functionality to help business scale and grow. AWS cloud products and solutions are used to build sophisticated applications with increased flexibility, scalability and reliability. Cloud-native components provide great value with minimal effort.
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Packt Publishing – Deep Dive into Statistical Modeling with R

Packt Publishing – Deep Dive into Statistical Modeling with R
English | Size: 421.50 MB
Category: CBTs

R is a data analysis tool, graphical environment, and programming language. Without any prior experience in programming or statistical software, this video tutorial will help you quickly become a knowledgeable user of R. Now is the time to take control of your data and start producing superior statistical analysis with R.
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