Free Data Engineer Learning Path

Description

Data engineers create data pipelines that take raw data and transform it into a format that is clean, consistent, and actionable by analysts and data scientists. They play a critical role in maintaining the data assets of an organization and helping to put data models into production.

The DataKwery Data Engineer learning path will provide you with the foundational knowledge and skills to enter or advance in a data engineer role…all at no cost!

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Data Engineer Career Guide

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Free Learning Paths by Career Track

Bootstrap Data ScientistBootstrap Data AnalystBootstrap Business AnalystBootstrap Data EngineerBootstrap Chief Data OfficerBootstrap Data Architect

Included Courses

Online Learning
Microsoft
Free
1. Microsoft Azure Data Fundamentals

2 hours

Beginner
Microsoft Azure NoSQL Big Data Cloud Computing Data Analytics Data Modeling Data Visualization
edX
Georgia Institute of Technology
Free
2. Computing in Python I: Fundamentals and Procedural Programming

5 weeks, 10 hours/week

Beginner
Python Debugging Programming Variables
edX
Georgia Institute of Technology
Free
3. Computing in Python II: Control Structures

5 weeks, 10 hours/week

Beginner
Python Functions Loops Programming Variables
edX
Georgia Institute of Technology
Free
4. Computing in Python III: Data Structures

5 weeks, 10 hours/week

Beginner
Python Functions Loops Programming
edX
Georgia Institute of Technology
Free
5. Computing in Python IV: Objects & Algorithms

5 weeks, 10 hours/week

Beginner
Python Algorithms Data Analysis Programming
Udacity
Free
6. Intro to Relational Databases
Karl Krueger

4 weeks

Intermediate
Python SQL APIs Databases
Udacity
Georgia Institute of Technology
Free
7. Database Systems Concepts & Design
Leo Mark and Shabana Figueroa

16 weeks

Intermediate
SQL Databases
Udacity
Mode
Free
8. SQL for Data Analysis
Derek Steer

4 weeks

Beginner
SQL Data Analysis Data Cleaning Databases Functions
Udacity
Free
9. Spark
David Drummond and Judit Lantos

10 hours

Intermediate
Apache Spark PySpark Python SQL APIs Big Data Cluster Analysis Data Cleaning Data Modeling
Udacity
MongoDB
Free
10. Data Wrangling with MongoDB
Gundega Dekena and Shannon Bradshaw

2 months

Intermediate
MongoDB XML Big Data Data Analysis Data Cleaning Data Science Exploratory Data Analysis
Udacity
Free
11. Linux Command Line Basics

1 weeks

Beginner
Linux Shell Terminal Troubleshooting User Experience
Online Data Science Tutorials
Free
12. Version Control with Git
Richard Kalehoff

4 weeks

Beginner
Git
edX
University of Maryland, College Park
Free
13. Cloud Computing for Enterprises
Patrick Appiah-Kubi and Jarrod Jordan

8 weeks, 9 hours/week

Intermediate
Cloud Computing Data Analysis
edX
University of Maryland, College Park
Free
14. Cloud Computing Infrastructure
Patrick Appiah-Kubi and Charif El MaMouni

8 weeks, 9 hours/week

Intermediate
Amazon Web Services Cloud Computing Data Modeling Deployment
Coursera
Free
15. Introduction to Designing Data Lakes in AWS

14 hours

Intermediate

6,402
Amazon Web Services S3 APIs Data Analytics Data Processing Data Science Data Security
edX
IBM
Free
16. Building ETL and Data Pipelines with Bash, Airflow and Kafka

5 weeks, 3 hours/week

Beginner
Kafka SQL Shell Business Intelligence Data Analysis Data Pipelines Data Sets Data Warehouse
edX
Free
17. Data Warehousing and BI Analytics
Rav Ahuja and Ramesh Sannareddy

6 weeks, 3 hours/week

Beginner
Cognos SQL Snowflake Business Intelligence Dashboards Data Analysis Data Analytics Data Modeling