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Academy Home (1)
Coaching (1)
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)
Author:
Andreas Kretz
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Amit Jain
Andreas Kretz
Kristijan Bakarić
Manuela Kretz
Mira Roth
Suyog Nagaokar
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Andreas Kretz
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
32 Course Bundle
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COMPLETE
$264
Data Engineering Academy Unlimited Upgrade
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If you can access this course then your upgrade worked.
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
$15
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
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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
Modern Data Warehouses & Data Lakes
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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
Document Streaming Project
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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
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COMPLETE
Dockerized ETL With AWS, TDengine & Grafana
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Everything you need to find your dream job
Andreas Kretz
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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
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Build a full end-to-end project will all important GCP tools.
Andreas Kretz
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COMPLETE
