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Lynda – SQL Server Machine Learning Services R

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Lynda – SQL Server Machine Learning Services R-APoLLo
English | Size: 266.61 MB
Category: CBTs

SQL Server now includes support for direct execution of R code. This integration allows complex data science analyses to be performed quickly in a secure environment, without having to export data sets first. In this course, database expert Adam Wilbert walks through the steps of enabling the required components-including Machine Learning Services for R-and writing basic R scripts. He also shows how to retrieve and work with data stored in SQL Server tables, create data visualizations with external R libraries, and package scripts as stored procedures. At the end of the course, traditional SQL Server users will be able to dive deeper into using R and traditional R developers will be able to take advantage of using SQL Server as the source of data to create higher-performing analyses. [Read more…]

Cloud Academy – Amazon DynamoDB High Availability

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Cloud Academy – Amazon DynamoDB High Availability-STM
English | Size: 368.90 MB
Category: CBTs

This course explores Amazon Web Service’s DynamoDB and teaches you how to architect DynamoDB setups-with an emphasis on high availability-ensuring that your internet-scale applications are always available. The course begins by looking at the various option offered by DynamoDB, before moving onto on-demand backup and restore, and rounding off by looking at point in time recovery. In each section, there is a real-world demonstration from the AWS platform which walks you through the topics covered. [Read more…]

Linux Academy – Amazon DynamoDB Data Modeling

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Linux Academy – Amazon DynamoDB Data Modeling-APoLLo
English | Size: 1.49 GB
Category: Tutorial


In this course, you will learn:
NoSQL concepts and DynamoDB’s features How to optimize DynamoDB for: Runtime performance Cost DynamoDB data modeling patterns 1:N, N:M, hierarchical, GSI overloading, and more Write sharding, sparse indexes, and materialized aggregations Strategies to migrate data from RDBMS to DynamoDB [Read more…]

Linux Academy – Amazon DynamoDB Deep Dive

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Linux Academy – Amazon DynamoDB Deep Dive
English | Size: 3.08 GB
Category: Tutorial


Welcome to the Linux Academy Amazon DynamoDB Deep Dive course. This course will help you master DynamoDB!
In this course, you will learn the basics of DynamoDB, and how it differs from traditional relational database management systems. A real-world scenario project will help guide you through each of the concepts presented. [Read more…]

PluralSight – SQLAlchemy Core In Python Getting Started

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PluralSight – SQLAlchemy Core In Python Getting Started-REBAR
English | Size: 119.87 MB
Category: Tutorial


As a Python data professional, integrating databases into a Python application has traditionally been a tedious and challenging task. In this course, SQLAlchemy Core in Python: Getting Started, you will learn foundational knowledge to query data from a database using SQLAlchemy Core. First, you will learn the core principles of SQLAlchemy Core. Next, you will discover the advantages of SQLAlchemy Core. Finally, you will explore how to effectively and meaningfully query data leveraging SQLAlchemy Core, and that will eventually lead you to solve a fun challenge on your own. When you are finished with this course, you will have the skills and knowledge of SQLAlchemy Core needed to integrate a database into your next Python application. [Read more…]

Linux Academy – Microsoft SQL Server on Linux in Azure

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Linux Academy – Microsoft SQL Server on Linux in Azure-BiFiSO
English | Size: 1.18 GB
Category: Tutorial


Microsoft SQL Server is a robust relational database management system with a number of intriguing features. Starting with SQL Server 2017, it is now available on many people’s favorite operating system, Linux! In this course, we go over how to install, configure, and manage SQL Server on Linux. We do this within Azure and highlight some of the key benefits that Azure brings to the table for our SQL Server strategy. [Read more…]

Linux Academy – AmAZon Aurora Cloud SQL DB Essentials

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Linux Academy – Amazon Aurora Cloud SQL DB Essentials-APoLLo
English | Size: 2.40 GB
Category: Tutorial


Hi, and welcome to this course on Amazon Aurora! In this course we will be covering all of the essentials that you need to know for Amazon Aurora with some deeper dives into Aurora’s features, management, security, storage, and reliability, data management, performance, and also troubleshooting topics. [Read more…]