Data Engineering track

Data Engineering Foundations

Data lifecycle, OLTP vs OLAP, batch vs streaming, ETL vs ELT and architecture.

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Concepts

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1

What is Data Engineering?

Concept · Hands-on lab included

2

The Data Lifecycle

Concept · Hands-on lab included

3

OLTP vs OLAP

Concept · Hands-on lab included

4

Batch vs Streaming

Concept · Hands-on lab included

5

ETL vs ELT

Concept · Hands-on lab included

6

Data Architecture

Concept · Hands-on lab included

7

Data Pipeline Fundamentals

Concept · Hands-on lab included

8

Warehouse vs Data Lake

Concept · Hands-on lab included

9

SQL vs NoSQL

Concept · Hands-on lab included

10

Data Governance Basics

Concept · Hands-on lab included

11

The Data Engineering Toolchain

Concept · Hands-on lab included

12

Data Quality Foundations

Concept · Hands-on lab included

13

The Data Engineering Career Path

Concept · Hands-on lab included

14

Case Study: End-to-End Data Platform

Concept · Hands-on lab included

15

Data Modeling for Engineers

Concept · Hands-on lab included

Practice

Hands-on labs

Apply what you've learned in guided, production-style environments.

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