Ben Rogojan shows how to set up Apache Airflow tasks to connect a Postgres database with AWS S3.
Data engineering projects can be a great way to show off your skills.
But they can be hard to put together.
The purpose of this series is to help you put together a data engineering project.
For this video you will need to have an EC2 instance set up as well as an RDS Postgres instance and S3 on AWS.
In addition we will use Airflow for managing our tasks.
For the commands to set-up a connection between Postgres and S3.
gist.github.com/bAcheron/e5def0429d79c9312fd1806912b3cbcc
Video Breakdown
Intro
Setting Up Postgres to S3 Connection
Airflow Set Up
Airflow - Writing Your First Pipeline
Airflow - Setting Up A Postgres Connection
If you enjoyed this video, check out some of my other top videos.
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I have spent my career focused on all forms of data. I have focused on developing algorithms to detect fraud, reduce patient readmission and redesign insurance provider policy to help reduce the overall cost of healthcare. I have also helped develop analytics for marketing and IT operations in order to optimize limited resources such as employees and budget. I privately consults on data science and engineering problems both solo as well as with a company called Acheron Analytics. I have experience both working hands-on with technical problems as well as helping leadership teams develop strategies to maximize their data.
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Why it's here
1 person recommends this
What people say. Recommended as a helpful resource for learning Airflow basics while building a data engineering portfolio project.
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https://preview.redd.it/dhy74eykhp091.png?width=1039&format=png&auto=webp&s=cbed0caf7e89198aa0d68a96a254fc846ba13212
# Data Dashboard
https://preview.redd.it/896bizwnhp091.png?width=627&format=png&auto=webp&s=86cadc6e6ab8fa594e49e0a3fca56df2d9c72740
# Learning Resources
Airflow Basics:
\Airflow DAG: Coding your first DAG for Beginners\([video
\Running Airflow 2.0 with Docker in 5 mins\([video
S3 Basics:
\Setting Up Airflow Tasks To Connect Postgres And S3\([video
\How to Upload files to AWS S3 using Python and Boto3\([video
\Download files from S3\(https://www.stackvidhya.com/download-files-from-s3-using-boto3/)
Docker Basics:
\[Docker Tutorial for Beginners…