Main Course of the Academy
This is the new main course of the academy for students who upgraded to unlimited access.
Use this as the main curriculum after your Annual Access has passed.
Curriculum
Introduction
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1 Cloud Projects
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2 Data Platform Projects
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- 2.1 Build a Cloud Data Warehouse on Snowflake
- 2.2 Transform Your Snowflake Data with dbt
- 2.3 Build a Modern Lakehouse: Warehouses & Data Lakes
- 2.4 Build an Open Lakehouse with Apache Iceberg
- 2.5 Build a Real-Time Streaming Platform with Kafka, Spark & MongoDB
- 2.6 Build Declarative Spark Pipelines with Lakeflow on Databricks
- 2.7 Build Local-to-Cloud Data Workflows with DuckDB & MotherDuck
- 2.8 Build High-Performance Analytics with Exasol
3 AI Projects
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4 More Projects
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5 Tools & Skills
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- 5.1 Computer Science Fundamentals
- 5.2 Introduction to Python
- 5.3 Python for Data Engineers
- 5.4 Data Preparation & Cleaning for Machine Learning
- 5.5 Docker Fundamentals
- 5.6 SQL for Data Engineers
- 5.7 The Hidden Foundation of GenAI
- 5.8 API Design with FastAPI
- 5.9 Apache Airflow Workflow Orchestration
- 5.10 Apache Spark Fundamentals
- 5.11 Data Engineering on Databricks
- 5.12 Apache Kakfa
- 5.13 MongoDB Fundamentals
6 Design
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7 Career
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8 Bootcamps & Tracks
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9 Certifications
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