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
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