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  • Academy Home (1)
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  • 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:
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  • Amit Jain
  • Andreas Kretz
  • Kristijan Bakarić
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  • Suyog Nagaokar
Data Engineering Academy

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Learn with our Academy. Access to all current and future content including Discord community and the Associate Data Engineer Certification
27 Course Bundle
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COMPLETE
$264
Data Engineering Academy Unlimited Access

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Learn with our Academy. Access to all current and future courses including Discord community and the Associate Data Engineer Certification
Andreas Kretz 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 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 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 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 Andreas Kretz
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COMPLETE
Introduction to Python

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Learn all the fundamentals of Python to start coding quick
Amit Jain Amit Jain
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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 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 Andreas Kretz
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COMPLETE
Platform & Pipelines Security

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Learn the important security fundamentals for Data Engineering
Andreas Kretz 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 Andreas Kretz
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COMPLETE
Schema Design Data Stores

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Learn to define schemas for SQL, NoSQL databases and Data Warehouses
Andreas Kretz 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 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 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 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 Andreas Kretz
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COMPLETE
Apache Kafka Fundamentals

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Learn the fundamentals of Apache Kafka
Andreas Kretz 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 Andreas Kretz
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COMPLETE
$40
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 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 Andreas Kretz
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COMPLETE
MongoDB Fundamentals

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Learn how to use MongoDB
Andreas Kretz 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 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 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 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 Kristijan Bakarić
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COMPLETE
Document Streaming Project

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Document Streaming with FastAPI, Kafka, Spark Streaming, MongoDB and Streamlit
Andreas Kretz 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 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 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 Suyog Nagaokar
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COMPLETE

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