The Data Engineer Bootcamp 2025

سرفصل های دوره

Master Data Engineering, Build Scalable Pipelines, and Land a High-Paying Job. Learn with a Silicon Valley Data Engineer

1 - Intro to Data Engineering Module Data Engineering Career

1 - Course Introduction

1 - Intro-to-Data-Engineering-Course-Notes.pdf

2 - What Is a Data Engineer

3 - Data Engineering Lifecycle

4 - Similar Careers to Data Engineering

5 - Data Engineering Service Models

6 - Data Engineer Leveling Guide

7 - Technical Skills of a Data Engineer

2 - Intro to Data Engineering Module Data Architecture

8 - What Is Data Architecture

9 - A Sample Data Architecture

10 - Data Lakes Swamps Warehouses and Marts

11 - Modern Data Stack

12 - Connecting to Data

13 - Good Data Architecture

3 - Intro to Data Engineering Module Data Orchestration

14 - Data Pipelines and Data Orchestration

15 - Apache Airflow

4 - Intro to Data Engineering Module Relational Databases

16 - Relational Database Overview

17 - Organizing Relational Databases

18 - Relational Database Types

19 - Interacting with Relational Databases SQL

5 - Intro to Data Engineering Module Nonrelational Databases

20 - ACID Properties

21 - Document Databases

22 - KeyValue Database

23 - Object Storage

24 - Columnar Database

25 - Graph Database

26 - NoSQL Database Questions

6 - Intro to Data Engineering Module Software Engineering

27 - Horizontal Scaling vs Vertical Scaling

28 - Python

29 - APIs

30 - Shell Scripting

31 - Cron

32 - Version Control Git Mercurial

33 - Testing

34 - Docker and Containerization

35 - Infrastructure Management

7 - Intro to Data Engineering Module Big Data Engineer

36 - What is Big Data

37 - Hadoop

38 - Spark

39 - Kafka

8 - Intro to Data Engineering Module Data Modeling

40 - Logical Physical Data Model

41 - Entity Relationship Diagrams

42 - Normalization

43 - Kimball and Inmon Data Warehousing

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تولید کننده: Udemy