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Cloud Academy – Using Elastic Load Balancing and Ec2 Auto Scaling to Support AWS Workloads

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Cloud Academy – Using Elastic Load Balancing and Ec2 Auto Scaling to Support AWS Workloads-STM
English | Size: 2.03 GB
Category: Tutorial


Elastic Load Balancing and EC2 Auto Scaling are widely used features within AWS to help you maintain reliability availability and reduce costs within your environment. As such, it’s fundamental that if you are designing, operating or managing services within AWS you should be familiar with ELB and auto scaling concepts and configuration. This course will explain and show you how to implement both and how they can work together [Read more…]

PluralSight – Querying Data Using T SQL

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PluralSight – Querying Data Using T SQL-BOOKWARE-KNiSO
English | Size: 176.35 MB
Category: Tutorial

SQL can seem simple enough to the unsuspecting eye, but without a solid grasp on its core concepts, you can quickly get lost In this course, Querying Data Using T-SQL, you will gain the ability to query data with T-SQL. More importantly, you will understand exactly how the database processes your queries This will allow you to write elegant queries, troubleshoot code effectively, and save you months of frustration as you advance on your SQL path. First, you will learn what SQL and T-SQL are, where they came from, and where they are heading Next, you will discover query execution processing and how everything in SQL revolves around it. Finally, you will explore how to use every clause of the SELECT query, and you will be able to quickly query data yourself, understand exactly how your queries work, and therefore be able to troubleshoot and optimize them. When you re finished with this course, you will have the skills and knowledge to query data effectively in T-SQL and feel right at home with it! [Read more…]

Packt – Mathematics for Data Science and Machine Learning using R

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Packt – Mathematics for Data Science and Machine Learning using R-XQZT
English | Size: 3.19 GB
Category: Tutorial


With data increasing every day, Data Science has become one of the most essential aspects in most fields. From healthcare to business, data is essential everywhere. However, it revolves around three major aspects: data itself, foundational concepts, and programming languages that interpret data.
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Packt – Mastering Deep Learning using Apache Spark

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Mastering Deep Learning using Apache Spark [Video]
English | Size: 579.74 MB
Category: CBTs


Deep learning has solved tons of interesting real-world problems in recent years. Apache Spark has emerged as the most important and promising machine learning tool and currently a stronger challenger of the Hadoop ecosystem.
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PluralSight – Managing Data in R Using Data Frames

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PluralSight – Managing Data in R Using Data Frames-BOOKWARE-KNiSO
English | Size: 345.64 MB
Category: Tutorial


Release Notes: Learn to work with very popular and versatile tabular data types in R. When using R, there is no way around the data frame and its alternatives. In this course, Managing Data in R Using Data Frames, you will learn that tabular data (data.frame data.table, tibble) are the standard data type in R and most of the analyses performed in R use this data format. First you will discover how to manipulate and reshape a raw data frame. Then, you will explore the common tasks such as table import, factor conversion, formatting of a table header orientation in a table, column splits, column removal and addition, fusion of multiple tables, variable transformations, query, as well as export of a table Finally, you will produce a clean data frame which can be used for detailed analysis or passed on to team members When you complete this course, you ll have the skills and knowledge to perform standard tasks on data frames and can understand the many advantages of a data frame [Read more…]

Linkedin – Learning Using Lightroom and Photoshop Together

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Linkedin – Learning Using Lightroom and Photoshop Together-ZH
English | Size: 497.50 MB
Category: Tutorial


Adobe Lightroom was designed to be used with Photoshop you can send photos from Lightroom to Photoshop in order to take advantage of the advanced editing capabilities of Photoshop, and then return to Lightroom to organize the results. In this course, Jan Kabili covers the steps and techniques involved in using both programs in tandem, from essential application settings to workflow examples. Jan shares strategies for working with photos in a variety of formats demonstrates several real-world scenarios for using Lightroom and Photoshop together, and explains how to customize Lightroom Classic preferences for Photoshop editing [Read more…]

Skillshare – Professional Python Web Development Using Flask

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Skillshare – Professional Python Web Development Using Flask
English | Size: 5.47 GB
Category: Tutorial


Learn from scratch how to build backend web applications using Python Flask, Cloud9, MySQL and Docker Containers

This course will teach you, assuming no prior coding knowledge, how to develop back end web applications the way professional coders do in the top internet startups. How do I know this? Because I’ve been leading tech teams in both large enterprise as well as startup companies in New York City for the past 15 years. [Read more…]

Skillshare – Algorithmic Trading & Quantitative Analysis Using Python

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Skillshare – Algorithmic Trading & Quantitative Analysis Using Python
English | Size: 8.06 GB
Category: Tutorial


Build a fully automated trading bot on a shoestring budget. Learn quantitative analysis of financial data using python. Automate steps like extracting data, performing technical and fundamental analysis, generating signals, backtesting, API integration etc. You will learn how to code and back test trading strategies using python. The course will also give an introduction to relevant python libraries required to perform quantitative analysis. The USP of this course is delving into API trading and familiarizing students with how to fully automate their trading strategies. [Read more…]

Cloud Academy – Using SQS SNS and SES in a Decoupled and Distributed Environment-STM

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Cloud Academy – Using SQS SNS and SES in a Decoupled and Distributed Environment-STM
English | Size: 1.09 GB
Category: Tutorial


With this course, you will be helping and enabling your development teams to architect applications that are highly scalable and resilient using best practices when working within a decoupled environment. This will lead to increased availability of operational service to their applications helping to minimize incidents that would affect the end user In this course, you will learn to design greater applications using managed services in a decoupled environment along with being able to differentiate and explain the differences between SQS, SES, and SNS Though designed as a beginners course, a basic awareness of AWS Lambda and IAM policies would give a headstart in better understanding the core principles of this course. In this course, you will find three comprehensive lectures along with further resources that can be found the description box underneath the respective lectures [Read more…]