February 24 2021

Data Engineering - ETL, Web Scraping ,Big Data,SQL,Power BI


Data Engineering - ETL, Web Scraping ,Big Data,SQL,Power BI
MP4 | h264, 1280x720 | Lang: English | Audio: aac, 44100 Hz | 12h 21m | 4.06 GB

Computer with internet access required.


What you'll learn

Install Visual Studio

Install SQL Server and attach sample databases

Install SQL Server Data Tools and Templates Designers

Create new SQL SERVER Integration Services Project

Implement ETL Process

Test SSIS Package

Interact with database using SQL

Perform various database operations with SQL including CRUD

Extract data from a website using web scraping

Understand concepts of big data

Connect to multiple data sources with Power BI

Clean and transform data with Power BI

Create visual representation of data

Data Modelling with Power BI

Requirements

Some software installation required which are covered in the course.

Description

A common problem that organizations face is how to gathering data from multiple sources, in multiple formats, and move it to one or more data stores. The destination may not be the same type of data store as the source, and often the format is different, or the data needs to be shaped or cleaned before loading it into its final destination.

Extract, transform, and load (ETL) is a data pipeline used to collect data from various sources, transform the data according to business rules, and load it into a destination data store.

SQL Server Integration Services (SSIS) is a useful and powerful Business Intelligence Tool . It is best suited to work with SQL Server Database . It is added to SQL Server Database when you install SQL Server Data Tools (SSDT)which adds the Business Intelligence Templates to Visual studio that is used to create Integration projects.

SSIS can be used for:

Data Integration

Data Transformation

Providing solutions to complex Business problems

Updating data warehouses

Cleaning data

Mining data

Managing SQL Server objects and data

Extracting data from a variety of sources

Loading data into one or several destinations

Web scraping is the process of automatically ing a web page's data and extracting specific information from it. The extracted information can be stored in a database or as various file types.

Web scraping software tools may access the World Wide Web directly using the Hypertext Transfer Protocol, or through a web browser. While web scraping can be done manually by a software user, the term typically refers to automated processes implemented using a bot or web crawler. It is a form of copying, in which specific data is gathered and copied from the web, typically into a central local database or spreadsheet, for later retrieval or analysis.

Scraping a web page involves fetching it and extracting from it. Fetching is the ing of a page (which a browser does when you view the page). to fetch pages for later processing. Once fetched, then extraction can take place. The content of a page may be parsed, searched, reformatted, its data copied into a spreadsheet, and so on. Web scrapers typically take something out of a page, to make use of it for another purpose somewhere else. An example would be to find and copy names and phone numbers, or companies and their URLs, to a list (contact scraping).

Big data can be characterised as data that has high volume, high variety and high velocity. Data includes numbers, text, images, audio, video, or any other kind of information you might store on your computer. Volume, velocity, and variety are somes called "the 3 V's of big data."

What kind of datasets are considered big data?

Examples includes social media network analysing their members' data to learn more about them and connect them with content and advertising relevant to their interests, or search ees looking at the relationship between queries and results to give better answers to users' questions.

SQL is a standard language for accessing and manipulating databases.

SQL stands for Structured Query Language

What Can SQL do?

SQL can execute queries against a database

SQL can retrieve data from a database

SQL can insert records in a database

SQL can update records in a database

SQL can delete records from a database

SQL can create new databases

SQL can create new tables in a database

SQL can create stored procedures in a database

SQL can create views in a database

SQL can set permissions on tables, procedures, and views

Power BI is a business analytics solution that lets you visualize your data and share insights across your organization, or embed them in your app or website. Connect to hundreds of data sources and bring your data to life with live dashboards and reports.

Discover how to quickly glean insights from your data using Power BI. This formidable set of business analytics tools-which includes the Power BI service, Power BI Desktop, and Power BI Mobile-can help you more effectively create and share impactful visualizations with others in your organization.

In this bners course you will learn how to get started with this powerful toolset. We will cover topics like connecting to and transfog web based data sources. You will learn how to publish and share your reports and visuals on the Power BI service.

Who this course is for:

Bners who want to learn how to interact with various types of data.




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