Course curriculum

    1. Installing Discord (Windows)

    2. Installing Python (Windows)

    3. Installing Git (Windows)

    4. Installing Java (Windows)

    5. Setup Development Environment (Windows)

    6. Setup Development Environment (Mac)

    7. Running multiple programs in VS Code

    1. Data

    2. Data Engineering Lifecycle

    3. The Data Engineer

    4. Course Introduction

    5. Applying The Data Engineering Lifecycle

    1. Introduction to Apache Spark

    2. Spark Basics

    3. Spark Basics Demo

    4. Introduction to SQL

    5. SQL Cheat Sheet

    1. The Python DataFrame API

    2. Python DataFrame API Cheat Sheet

    3. Object Storage

    4. File Formats

    5. Object Storage Demo

    6. Introduction to Athena

    7. Athena Demo

    8. AWS Account Setup

    1. Introduction to Kafka

    2. Topics, Consumers, and Producers

    3. Working with Kafka

    4. Kafka Demo

    5. Starting over by wiping out data and checkpoints

    6. Spark Batch vs. Spark Streaming Syntax Cheat Sheet

    7. Spark Reads from Kafka Cheat Sheet

    1. Database Architectures

    2. Medallion Architecture

    3. Spark DataFrame Schemas

    4. Spark Schemas Cheat Sheet

    5. Week 5 Lab

About this course

  • Free
  • 45 lessons
  • 4 hours of video content

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