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Udemy – Complete Data Science Training with Python for Data Analysis

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Udemy – Complete Data Science Training with Python for Data Analysis
English | Size: 2.21 GB
Category: Tutorial


THIS IS A COMPLETE DATA SCIENCE TRAINING WITH PYTHON FOR DATA ANALYSIS:

It’s A Full 12-Hour Python Data Science BootCamp To Help You Learn Statistical Modelling, Data Visualization, Machine Learning & Basic Deep Learning In Python!

HERE IS WHY YOU SHOULD TAKE THIS COURSE:

First of all, this course a complete guide to practical data science using Python…
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Udemy – Alteryx Self-Service Data Analytics – A Beginner’s Course

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Udemy – Alteryx Self-Service Data Analytics – A Beginner’s Course
English | Size: 2.07 GB
Category: Tutorial


This is specially crafted course that provides in-depth knowledge of Data Preparation fundamentals.
Data preparation is an integral step to generate insights. It is one of the most time-consuming and crucial processes in data mining. In simple words, data preparation is the method of collecting, cleaning, processing and consolidating the data for use in analysis. It enriches the data, transforms it and improves the accuracy of the outcome. Some of the key challenges faced by analysts and data scientists in dealing with data preparation include: [Read more…]

PluralSight – Mining Data from Text-ViGOROUS

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PluralSight – Mining Data from Text-ViGOROUS
English | Size: 388.62 MB
Category: Tutorial


A large part of the appeal of deep learning models is their ability to work with unstructured data types such as text, images, and video. However such models are only as good as the feature vectors that they operate on. In this course, Mining Data from Text, you will gain the ability to build highly optimized and efficient feature vectors from textual and document data. First, you will learn how to represent documents as numeric data using simple numeric identifiers for individual words as well as more elegant methods such as term frequency and inverse document frequency. Next, you will discover how to perform topic modeling using techniques such as latent semantic analysis, latent Dirichlet allocation, and non-negative matrix factorization. Finally, you will explore how to implement keyword extraction using a popular algorithm – RAKE. When you’re finished with this course, you will have the skills and knowledge to move on to build efficient and optimized feature vectors from a large document corpus and use those feature vectors in building powerful machine learning models. [Read more…]

Udemy – PHP & MySQL – Certification Course for Beginners [FTU]

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Udemy – PHP & MySQL – Certification Course for Beginners [FTU]
English | Size: 1.43 GB
Category: Udemy


Welcome to the PHP & MySQL Certification Course for Beginners.

This course offers a comprehensive guide to learning how to code in PHP. We also explore integrating MySQL Databases into your PHP Projects for dynamic, user driven functionality.

We start with PHP basics, including variable declaration and data output. The lessons then transition into working with objects, conditional statements, loops, functions, arrays, form validation, sorting, and much more.
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PluralSight – Loading and Preparing Data for Analysis in Qlik Sense

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PluralSight – Loading and Preparing Data for Analysis in Qlik Sense
English | Size: 346.83 MB
Category: Pluralsight


Loading and Preparing Data for Analysis in Qlik Sense
By Dixit Patel
In this course, you will learn how to use Data Manager to extract, transform and load data into Qlik Sense for analysis. By the end of the course, you will be able to execute self-service analytics without being dependent on a BI or IT developer. [Read more…]

Pluralsight Programming SQL Server Database Triggers and Functions

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Pluralsight Programming SQL Server Database Triggers and Functions
English | Size: 442.50 MB
Category: Tutorial


As a SQL Server Database Developer, it is often necessary to have business-layer logic that exists within the database to ensure clean, consistent data. Although constraints and foreign key relationships can go a long way to provide the essential relational guarantees, Triggers provide the ability to validate and act on data at the time of modification, while Functions help you provide consistent methods for accessing the data across applications. In this course, Programming SQL Server Triggers and Functions, you will learn foundational knowledge to better administer and develop efficient, high-performing Triggers and Functions. First, you will learn how to develop DML, DDL, and LOGON Triggers, and how to avoid common mistakes. Next, you will discover the differences between Multi-Statement and Single-Statement functions and how to write the most efficient functions possible. Finally, you will explore some lesser-known features and upcoming improvements in newer versions of SQL Server that can improve your overall experience with Triggers and Functions. When you are finished with this course you will have the skills and knowledge needed to administer and develop efficient, high-performing Triggers and Functions. [Read more…]

Pluralsight – Combining and Shaping Data

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Pluralsight – Combining and Shaping Data-BOOKWARE-KNiSO
English | Size: 470.23 MB
Category: Tutorial


Release Notes: Connecting the dots between data from different sources is becoming the most sought-after skill these days for everyone ranging from business professionals to data scientists. In this course, Combining and Shaping Data, you will gain the ability to connect the dots by pulling together data from disparate sources and shaping it so that extracting connections and relationships becomes relatively easy [Read more…]

Linkedin Learning Powershell for Sql Server Administration Update 20190621

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Linkedin Learning Powershell for Sql Server Administration Update 20190621-BiFiSO
English | Size: 246.65 MB
Category: Tutorial


Since SQL Server database administrators are typically charged with managing multiple machines, PowerShell-which enables administrators to manage large numbers of servers-is an especially valuable tool to master. In this course, instructor Denny Cherry shows SQL Server administrators how to use PowerShell to automate server management. Discover how to work with PowerShell to create objects, populate and delete data from tables, and remote to other servers. Plus, see how to loop constructs in PowerShell and make data available for transfer to third-party platforms. [Read more…]

Technics Publications R Shiny More Advanced Functionality

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Technics Publications R Shiny More Advanced Functionality-RiDWARE
English | Size: 636.04 MB
Category: Tutorial


Know the basics of R Shiny and want to further sharpen your skills? Then follow along with R Shiny expert Hassan Khan and further sharpen your R Shiny skills.

This hands-on series covers these seven topics:

R Shiny Refresher. This first topic gets you up and running in R Shiny. Install the software and necessary libraries and build your dashboard, which will be used to demonstrate advanced functionality. [Read more…]

Pluralsight – Microsoft Azure Database Monitoring Playbook by John Savill

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Pluralsight – Microsoft Azure Database Monitoring Playbook by John Savill
English | Size: 217.66 MB
Category: Tutorial


This course explores the key monitoring capabilities that can be used to gain insight and actionable steps for Azure SQL Database, Azure SQL Datawarehouse, and Azure Cosmos DB. [Read more…]