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    3. Snowflake cloud database with ELT(Airflow+Python+Talend)

    Snowflake cloud database with ELT(Airflow+Python+Talend)

    Posted By: lucky_aut
    Date: 26 Jul 2024 09:40:19
    Snowflake cloud database with ELT(Airflow+Python+Talend)

    Snowflake cloud database with ELT(Airflow+Python+Talend)
    Last updated 10/2023
    Duration: 8h50m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 5.6 GB
    Genre: eLearning | Language: English

    Learn to integrate ETL tools with Snowflake and leverage Airflow for ELT with snowflake.Process 250+ GB data.ELT flow.


    What you'll learn
    Leveraging snowflake cloud data warehouse using Talend.
    Talend basics.
    Airflow basics.
    Building airflow Dags.
    Connect snowflake with python.
    Auditing snowflake commands.
    Capturing cost and performance metrics.
    Virtual machine with preconfigured airflow.
    End to End project to load Nyc traffic data(250 + GB ).

    Requirements
    This course will use virtual box software.
    Disk space of ~30 Gb is required to run the virtual machine.

    Description
    In our previous course
    Snowflake Masterclass [Real time demos+Best practices+Labs]
    we deep-dived and understood the fundamentals of snowflake, solved lot of assignments, and understood best practices to load data and unload data.
    Also, we closely evaluated most of the snowflake features understanding how they work under the hood. Through these discussions, you realized how to use
    Snowflake
    efficiently.
    There was one missing piece, How to build and orchestrate ETL workflows on Snowflake. This course is just about that.
    In this course, we are going to learn,
    Build workflows in
    Airflow
    .
    We will leverage
    Talend
    capabilities to build generic code to ingest data and process data in snowflake.
    We will build audit tables and record every command we fire on the snowflake. We will record the time consumed for each task and capture snowflake credits.
    Once we build the framework we will build a workflow to process and transform 250 + GB volume of NYC traffic data.
    At last, we will connect the
    Snowflake
    with
    python
    and write code to capture stats of data we loaded to the snowflake.
    you will also get access to preconfigured
    Jupyter notebook
    to run your python code on the
    Snowflake
    .
    If you have previously not worked with Talend, Airflow and Python don't worry they are very simple tools I will provide the necessary introduction.
    I am sure you will learn a lot from this journey. See you in the course!!
    Who this course is for:
    Developers interested to know how to build workflows for snowflake.

    More Info
    UPWARDS