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Copy file name to clipboardExpand all lines: sections/09-BooksAndCourses.md
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| Course name | Course description | Course URL |
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|---|---|---|
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| 1. Data Engineering Basics |||
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|**1. Data Engineering Basics**|||
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| Introduction to Data Engineering | Introduction to Data Engineering with over 1 hour of videos including my journey here. |https://learndataengineering.com/p/introduction-to-data-engineering|
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| Computer Science Fundamentals | A complete guide of topics and resources you should know as a Data Engineer. |https://learndataengineering.com/p/data-engineering-fundamentals|
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| Introduction to Python | Learn all the fundamentals of Python to start coding quick |https://learndataengineering.com/p/introduction-to-python|
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| Python for Data Engineers | Learn all the Python topics a Data Engineer needs even if you don't have a coding background |https://learndataengineering.com/p/python-for-data-engineers|
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| Docker Fundamentals | Learn all the fundamental Docker concepts with hands-on examples |https://learndataengineering.com/p/docker-fundamentals|
| Data Platform And Pipeline Design | Learn how to build data pipelines with templates and examples for Azure, GCP and Hadoop. |https://learndataengineering.com/p/data-pipeline-design|
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| Platform & Pipelines Security | Learn the important security fundamentals for Data Engineering |https://learndataengineering.com/p/platform-pipeline-security|
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| Choosing Data Stores | Learn the different types of data stores and when to use which. |https://learndataengineering.com/p/choosing-data-stores|
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| Schema Design Data Stores | Learn to define schemas for SQL, NoSQL databases and Data Warehouses |https://learndataengineering.com/p/schema-design-data-stores|
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| Modern Data Warehouses & Data Lakes | How to integrate a Data Lake with a Data Warehouse and query data directly from files |https://learndataengineering.com/p/modern-data-warehouses|
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| 3. Fundamental Tools |||
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|**3. Fundamental Tools**|||
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| Building APIs with FastAPI | Learn the fundamentals of designing, creating and deploying APIs with FastAPI and Docker |https://learndataengineering.com/p/apis-with-fastapi-course|
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| Apache Kafka Fundamentals | Learn the fundamentals of Apache Kafka |https://learndataengineering.com/p/apache-kafka-fundamentals|
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| Apache Spark Fundamentals | Apache Spark quick start course in Python with Jupyter notebooks, DataFrames, SparkSQL and RDDs. |https://learndataengineering.com/p/learning-apache-spark-fundamentals|
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| Log Analysis with Elasticsearch | Learn how to monitor and debug your data pipelines |https://learndataengineering.com/p/log-analysis-with-elasticsearch|
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| Airflow Workflow Orchestration | Learn how to orchestrate your data pipelines with Apache Airflow |https://learndataengineering.com/p/learn-apache-airflow|
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| Snowflake for Data Engineers | Everything you need to get started with Snowflake |https://learndataengineering.com/p/snowflake-for-data-engineers|
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| 4. Full Hands-On Example Projects |||
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|**4. Full Hands-On Example Projects**|||
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| Data Engineering on AWS | Full 5 hours course with complete example project. Building stream and batch processing pipelines on AWS. |https://learndataengineering.com/p/data-engineering-on-aws|
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| Machine Learning & Containerization On AWS | Build a app that analyzes the sentiment of tweets and visualizing them on a user interface hosted as container |https://learndataengineering.com/p/ml-on-aws|
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| Data Engineering on Azure | Ingest, Store, Process, Serve and Visualize Streams of Data by Building Streaming Data Pipelines in Azure. |https://learndataengineering.com/p/build-streaming-data-pipelines-in-azure|
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