All Data Engineering Courses

Data Engineering Basics

Introduction to Data Engineering

Introduction to Data Engineering with over 1 hour of videos including my journey here.

Andreas Kretz

Data Engineering Fundamentals

A complete guide of topics and resources you should know as a Data Engineer.

Andreas Kretz

Introduction to Python

Learn all the fundamentals of Python to start coding quick

Amit Jain

Platform & Pipeline Design Fundamentals

Data Platform And Pipeline Design

Learn how to build data pipelines with templates and examples for Azure, GCP and Hadoop.

Andreas Kretz

Platform & Pipelines Security

Learn the important security fundamentals for Data Engineering

Andreas Kretz

Choosing Data Stores

Learn the different types of data stores and when to use which.

Andreas Kretz

Schema Design Data Stores

Learn to define schemas for SQL, NoSQL databases and Data Warehouses

Andreas Kretz

Basic Tool Courses

Building APIs with FastAPI

Learn the fundamentals of designing, creating and deploying APIs with FastAPI and Docker

Andreas Kretz

Apache Kafka Fundamentals

Learn the fundamentals of Apache Kafka

Andreas Kretz

Apache Spark Fundamentals

Apache Spark quick start course in Python with Jupyter notebooks, DataFrames, SparkSQL and RDDs.

Andreas Kretz

MongoDB Fundamentals

Learn how to use MongoDB

Andreas Kretz

Data Engineering with Hadoop (Part 1 & 2 available)

Hadoop tutorial with HDFS, YARN, MapReduce, Hive and Sqoop!

Suyog Nagaokar

Capstone Projects

Data Engineering on AWS

Full 5 hours course with complete example project. Building stream and batch processing pipelines on AWS.

Andreas Kretz

Data Engineering on Azure

Ingest, Store, Process, Serve and Visualize Streams of Data by Building Streaming Data Pipelines in Azure.

Kristijan

Document Streaming Capstone Project

Document Streaming with FastAPI, Kafka, Spark Streaming, MongoDB and Streamlit

Andreas Kretz