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Advanced Data Engineering

Master advanced data engineering concepts and tools through hands-on experience with industry-standard technologies. This comprehensive course covers message queues with RabbitMQ, workflow orchestration using Apache Airflow, database management with MySQL, and modern data solutions including vector and graph databases. Learn to design, implement, and optimize data pipelines while gaining practical experience with AWS services and scalable architectures.

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Trusted by 1M+ Learners

Our university-grade curriculum has helped professionals worldwide transform their careers in AI, Data Science, Cloud Computing, and programming..

Same curriculum taught at Duke, Northwestern, and UC Davis

Practical, hands-on projects that mirror real-world challenges

Industry-recognized certification upon completion

4 weeks, 124 lessons total which includes hands-on labs, quizzes, and a certification.

Learn from top university instructors

The curated content for the bootcamp is based on the same material we use at top universities like Duke University, Northwestern, and UC Davis.

Practical and hands on

The material and content goes beyond the basic theory and is meant for you to practice, enhancing your learning.

Get access to high-quality, curated content

All exercises, readings, examples, and video content is of extremely high quality and you will get access to all of it in this bootcamp.

Join half a million learners

We've specialized in teaching based on our vast experience in tech. Be part of half a million learners who have used our courses!

Syllabus

This course is packed with useful content, curated from our experience working with top-tier universities and learners all around the world. Get certified at the end of this course with a shareable digital badge.

Week 1

  • Meet your instructor Alfredo DEZA
  • Meet your instructor NOAH gift
  • About this course
  • Key terms
  • Overview of Queues
  • What is Celery
  • Key terms
  • Configuring Celery with Flask
  • Build a web APP by using python and Flask
  • Key terms
  • Getting started with mysql
  • Mysql from terminal
  • Quiz

Week 2

  • Key terms
  • What is apache Airflow
  • What is apache Airflow
  • Key terms
  • External lab create a DAG
  • Creating a DAG
  • Key terms
  • External lab build a data pipeline for census data
  • Build data Pipelines with apache Airflow
  • Quiz

Week 3

  • Key terms
  • What are vector databases and how they work
  • Implementing Semantic search
  • Key terms
  • Graph data models and database concepts
  • Graph algorithms UFC graph Centrality in RUST
  • Quiz

Week 4

  • Key terms
  • Learn AWS Cloudshell for Dynamo development
  • Learn AWS Codecatalyst for Dynamo development
  • Key terms
  • Overview of a pipeline requirements
  • Using Sqlalchemy with Pandas
  • Quiz

Custom training for your company

We are ready to deliver this and other training to your group. We can usually accommodate different requirements and are flexible with the number of seats. Reach out to us at contact@paiml.com

  • Bulk pricing available
  • Customizable content
  • Ready to start on your schedule