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The Basics (2)
Data Engineering Fundamentals (5)
DE with Kafka, Spark & MongoDB (5)
Data Engineering on AWS (1)
Data Engineering on Azure (1)
Time Series Processing (1)
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Amit Jain
Andreas Kretz
Kristijan Bakarić
Manuela Kretz
Mira Roth
Suyog Nagaokar
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Courses
Data Engineering Academy
Available until
Learn with our Academy. Access to all current and future content including Discord community and the Associate Data Engineer Certification
35 Course Bundle
%
COMPLETE
$264
Data Engineering Academy Unlimited Upgrade
Available until
If you can access this course then your upgrade worked. Use this from now on as the main "course" of the Academy.
Andreas Kretz
%
COMPLETE
Apache Spark & Kafka Bootcamp
Available until
Learn how to build an end-to-end streaming pipeline with Apache Spark, Kafka and more
Andreas Kretz
%
COMPLETE
Associate Data Engineer
Available until
Certify that you are job ready with the Associate Data Engineer exam
Andreas Kretz
%
COMPLETE
Successful Job Application
Available until
Everything you need to successfully apply for Data Engineering jobs
Andreas Kretz
%
COMPLETE
Introduction to Data Engineering
Available until
Introduction to Data Engineering with over 1 hour of videos including my journey here.
Andreas Kretz
%
COMPLETE
Computer Science Fundamentals
Available until
A complete guide of topics and resources you should know as a Data Engineer.
Andreas Kretz
%
COMPLETE
Introduction to Python
Available until
Learn all the fundamentals of Python to start coding quick
Amit Jain
%
COMPLETE
Python for Data Engineers
Available until
Learn all the Python topics a Data Engineer needs even if you don't have a coding background
Andreas Kretz
%
COMPLETE
Data Platform And Pipeline Design
Available until
Learn how to build data pipelines with templates and examples for Azure, GCP and Hadoop.
Andreas Kretz
%
COMPLETE
Platform & Pipelines Security
Available until
Learn the important security fundamentals for Data Engineering
Andreas Kretz
%
COMPLETE
Choosing Data Stores
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Learn the different types of data stores and when to use which.
Andreas Kretz
%
COMPLETE
Data Modeling 1
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Learn to create the data models for SQL, NoSQL databases and Data Warehouses
Andreas Kretz
%
COMPLETE
Data Modeling 2 - Relational Data Modeling
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Learn how to model your data for relational databases
Andreas Kretz
%
COMPLETE
Data Modeling 3 - Dimensional Data Modeling
Available until
Learn how to model your data for analytical data stores with dimensional modeling
Andreas Kretz
%
COMPLETE
Building a Lakehouse on AWS and GCP
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How to integrate a Data Lake with a Data Warehouse and query data directly from files
Andreas Kretz
%
COMPLETE
Docker Fundamentals
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Learn all the fundamental Docker concepts with hands-on examples
Andreas Kretz
%
COMPLETE
Airflow Workflow Orchestration
Available until
Learn how to orchestrate your data pipelines with Apache Airflow
Andreas Kretz
%
COMPLETE
Building APIs with FastAPI
Available until
Learn the fundamentals of designing, creating and deploying APIs with FastAPI and Docker
Andreas Kretz
%
COMPLETE
Apache Kafka Fundamentals
Available until
Learn the fundamentals of Apache Kafka
Andreas Kretz
%
COMPLETE
Apache Spark Fundamentals
Available until
Apache Spark quick start course in Python with Jupyter notebooks, DataFrames, SparkSQL and RDDs.
Andreas Kretz
%
COMPLETE
Data Engineering on Databricks
Available until
Everything you need to get started with Databricks. From setup to building ETL pipelines & warehousing.
Andreas Kretz
%
COMPLETE
Snowflake for Data Engineers
Available until
Everything you need to get started with Snowflake
Andreas Kretz
%
COMPLETE
dbt for Data Engineers
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Everything you need to transform data with dbt and Snowflake
Andreas Kretz
%
COMPLETE
MongoDB Fundamentals
Available until
Learn how to use MongoDB
Andreas Kretz
%
COMPLETE
Log Analysis with Elasticsearch
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Learn how to use Elasticsearch to monitor and debug your pipelines through log indexing
Andreas Kretz
%
COMPLETE
Data Engineering on AWS
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Full 5 hours course with complete example project. Building stream and batch processing pipelines on AWS.
Andreas Kretz
%
COMPLETE
Machine Learning & Containerization On AWS
Available until
Build a app that analyzes the sentiment of tweets and visualizing them on a user interface hosted as container
Andreas Kretz
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COMPLETE
Data Engineering on Azure
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Ingest, Store, Process, Serve and Visualize Streams of Data by Building Streaming Data Pipelines in Azure.
Kristijan Bakarić
%
COMPLETE
Document Streaming Project
Available until
Document Streaming with FastAPI, Kafka, Spark Streaming, MongoDB and Streamlit
Andreas Kretz
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COMPLETE
Contact Tracing with Elasticsearch
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Track 100,000 users in San Francisco using Elasticsearch and an interactive Streamlit user interface
Andreas Kretz
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COMPLETE
Storing & Visualizing Time Series Data with InfluxDB and Grafana
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Learn how to use InfluxDB to store time series data and visualize interactive dashboards with Grafana
Andreas Kretz
%
COMPLETE
Dockerized ETL With AWS, TDengine & Grafana
Available until
Everything you need to find your dream job
Andreas Kretz
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COMPLETE
Data Engineering with Hadoop
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Hadoop Project with HDFS, YARN, MapReduce, Hive and Sqoop!
Suyog Nagaokar
%
COMPLETE
Data Preparation & Cleaning for Machine Learning
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All you need for preparing data to enable Machine Learning
Andreas Kretz
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COMPLETE
Data Engineering on GCP
Available until
Build a full end-to-end project will all important GCP tools.
Andreas Kretz
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COMPLETE
