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    Torrent Details For "Udemy - Essential Data Science Database and ETL With Python"

    Udemy - Essential Data Science Database and ETL With Python

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    Last Checked: 08-05-2021 19:09:26

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    Details
    Name:Udemy - Essential Data Science Database and ETL With Python
    Description:

    Description

    Extract, Transform, Load (ETL) is a process to process various data sources to be targeted data sources. ETL is one of required skill in data science to implement pre-processing and/or post-processing. This workshop is designed for anyone who wants to improve ETL skills.

    The workshop will focus on the following data sources

       Files
       RDBMS databases
       NoSQL databases

    We start to learn for basic I/O files and directories. We can copy and delete files or directories. Next, we explore how to access various file types such as Text, CSV, JSON, and XML. In addition, we access remote data source over website and server-based S3 protocol.

    We learn how to work with RDBMS database with Python. We use RBDMS database engines such as SQLite, MySQL, SQL Server and PostgreSQL. We perform CRUD (Create, Read, Update, Delete). We also access database table from Python Pandas. Then, we can convert Python Pandas Dataframe into database table.

    We can leverage ETL with NoSQL database engines. We will work with MongoDB, Redis and Apache Cassandra. We perform CRUD (Create, Read, Update, Delete) on these NoSQL database engines. We also access NoSQL database from Python Pandas. Then, we can convert Python Pandas Dataframe into NoSQL database.

    Last, we implement ETL Python program. We have three case studies to show how ETL work with Python.

    This workshop needs a basic Python programming to follow all hands-on-labs. Internet access is needed when we’re installing additional Python libraries.
    Who this course is for:

       Student and professional developers
       Any developer who wants to learn Python and database
       Any developer who wants to learn ETL with Database

    Requirements

       Having a basic knowledge of Python programming
       A computer with internet accesses

    Last Updated 4/2021
    YouTube Video:
    Category:Tutorials
    Language:English  English
    Total Size:820.10 MB
    Info Hash:16C1A35F82E236A1550BA2FC407A7A2BB7DA1BB4
    Added By:tutsnode Verified UploaderVIP
    Date Added:2021-05-01 12:47:31
    Torrent Status:Torrent Verified


    Ratings:Not Yet Rated (Log in to rate it)


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