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Zero To Mastery

Introduction to Data Engineering

via Zero To Mastery

Overview

The fundamentals of Data Engineering for beginners (no prior knowledge required). You'll learn the core concepts and real-world tools used by Data Engineers and gain insights into the world of big data management and decision-making.
  • Understand the core concepts and architecture of data engineering, including data pipeline and ETL processes.
  • Learn about data engineering tools and platforms such as SQL, Apache Spark, Hadoop, and more.
  • Learn how big companies utilize data storage and database management, including working with both relational and NoSQL databases.
  • Explore whether Data Engineering is the right career for you.

Syllabus

  •   Introduction
    • Introduction
    • Exercise: Meet Your Classmates and Instructor
  •   Data Engineering 101
    • What Is Data?
    • What is a Data Engineer - Part 1
    • What is a Data Engineer - Part 2
    • What is a Data Engineer - Part 3
    • What is a Data Engineer - Part 4
    • Types of Databases
    • Quick Note: Upcoming Video
    • Optional: Learn SQL
    • Optional: OLTP Databases
    • Hadoop, HDFS and MapReduce
    • Apache Spark and Apache Flink
    • Kafka and Stream Processing
  •   Where To Go From Here?
    • Review This Byte!

Taught by

Andrei Neagoie

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