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Data Engineering Fundamentals (5)
DE with Kafka, Spark & MongoDB (5)
Data Engineering on AWS (1)
Time Series Processing (1)
Bootcamps (1)
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Andreas Kretz
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Amit Jain
Andreas Kretz
Kristijan Bakarić
Manuela Kretz
Mira Roth
Suyog Nagaokar
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Andreas Kretz
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
43 Course Bundle
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COMPLETE
$264
Data Engineering Academy Unlimited Upgrade
Available until
If you upgraded to unlimited access and the "Academy" course is gone the use this from now on as the main "course" of the Academy.
Andreas Kretz
%
COMPLETE
Roadmap Data Analyst
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Our 10 Week Data Engineering Roadmap for Data Analysts
Andreas Kretz
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COMPLETE
Roadmap Data Scientist
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Our 14 Week Data Engineering Roadmap for Data Scientists
Andreas Kretz
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COMPLETE
Roadmap Software Developer
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Our 12 Week Data Engineering Roadmap for Software Developers
Andreas Kretz
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COMPLETE
Roadmap Beginners
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Our 11 Week Data Engineering Roadmap for Beginners and Graduates
Andreas Kretz
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COMPLETE
Apache Spark & Kafka Bootcamp
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Learn how to build an end-to-end streaming pipeline with Apache Spark, Kafka and more
Andreas Kretz
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COMPLETE
AI Engineering Track
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Everything you need to become an AI Engineer
Andreas Kretz
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COMPLETE
Associate Data Engineer
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Certify that you are job ready with the Associate Data Engineer exam
Andreas Kretz
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COMPLETE
Successful Job Application
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Everything you need to successfully apply for Data Engineering jobs
Andreas Kretz
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COMPLETE
Introduction to Data Engineering
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Introduction to Data Engineering with over 1 hour of videos including my journey here.
Andreas Kretz
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COMPLETE
Computer Science Fundamentals
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A complete guide of topics and resources you should know as a Data Engineer.
Andreas Kretz
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COMPLETE
Python for Data Engineers
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Learn all the Python topics a Data Engineer needs even if you don't have a coding background
Andreas Kretz
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COMPLETE
SQL for Data Engineers
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Learn fundamentals and advanced techniques for real-world data challenges
Andreas Kretz
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COMPLETE
Data Platform And Pipeline Design
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Learn how to build data pipelines with templates and examples for Azure, GCP and Hadoop.
Andreas Kretz
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COMPLETE
Platform & Pipelines Security
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Learn the important security fundamentals for Data Engineering
Andreas Kretz
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COMPLETE
Choosing Data Stores
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Learn the different types of data stores and when to use which.
Andreas Kretz
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COMPLETE
Data Modeling 1
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Learn to create the data models for SQL, NoSQL databases and Data Warehouses
Andreas Kretz
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COMPLETE
Data Modeling 2 - Relational Data Modeling
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Learn how to model your data for relational databases
Andreas Kretz
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COMPLETE
Data Modeling 3 - Dimensional Data Modeling
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Learn how to model your data for analytical data stores with dimensional modeling
Andreas Kretz
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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
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COMPLETE
Docker Fundamentals
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Learn all the fundamental Docker concepts with hands-on examples
Andreas Kretz
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COMPLETE
Airflow Workflow Orchestration
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Learn how to orchestrate your data pipelines with Apache Airflow
Andreas Kretz
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COMPLETE
Building APIs with FastAPI
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Learn the fundamentals of designing, creating and deploying APIs with FastAPI and Docker
Andreas Kretz
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COMPLETE
Apache Kafka Fundamentals
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Learn the fundamentals of Apache Kafka
Andreas Kretz
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COMPLETE
Apache Spark Fundamentals
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Apache Spark quick start course in Python with Jupyter notebooks, DataFrames, SparkSQL and RDDs.
Andreas Kretz
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COMPLETE
Data Engineering on Databricks
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Everything you need to get started with Databricks. From setup to building ETL pipelines & warehousing.
Andreas Kretz
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COMPLETE
Snowflake for Data Engineers
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Everything you need to get started with Snowflake
Andreas Kretz
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COMPLETE
dbt for Data Engineers
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Everything you need to transform data with dbt and Snowflake
Andreas Kretz
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COMPLETE
MongoDB Fundamentals
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Learn how to use MongoDB
Andreas Kretz
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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
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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
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COMPLETE
Machine Learning & Containerization On AWS
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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
Streaming with Kafka & Spark
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Streaming of JSON documents 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
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COMPLETE
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