52 Best Resources to learn Data Engineering (Courses, YouTube & Tutorials)

Best Resources to Learn Data Engineering

Ready to start your journey in Data Engineering but unsure where to begin? You’re in the right place. This guide curates the best resources available to build a strong foundation in Data Engineering, from hands-on online courses and detailed tutorials to essential books and engaging YouTube channels.

Whether you’re aiming to strengthen your skills, stay updated with industry trends, or gain real-world insights, these resources cover everything you need to succeed. By the end, you’ll have a roadmap to navigate the field with confidence and knowledge.

So, without further delay, let’s dive into these top picks!

Best Data Engineering Courses and Certifications

S/NCourse NameRatingTime to Complete
1.Become a Data Engineer– Udacity4.5/55 Months
2.Data Engineering, Big Data, and Machine Learning on GCP Specialization– Coursera4.6/51 month (10 hours/week)
3.Data Engineer with Python– Datacamp4/540 hours
4.Big Data Specialization– Coursera4.5/53 months ( 10 hours/week)
5.Google Cloud Certification: Cloud Data Engineer Professional Certificate– Coursera4.6/52 months (10 hours/week)
6.Data Warehousing for Business Intelligence Specialization– Coursera4.5/57 months (10 hours/week)
7.Modern Big Data Analysis with SQL Specialization– Coursera4.8/51 month (10 hours/week)
8.From Data to Insights with Google Cloud Platform Specialization– Coursera4.7/51 months (10 hours/week)
9.IBM: Data Engineering Basics for Everyone – edX (FREE with Optional Upgrade)4.7/54 Weeks
10.Big Data and Hadoop Essentials– Udemy4.4/543 min 
11.IBM: Python for Data Engineering Project- edX (FREE with Optional Upgrade)4.81 Week
12.Data Wrangling with MongoDB– Udacity FREE CourseNA2 months
13.Intro to Hadoop and MapReduce– Udacity FREE CourseNA1 Month
14.Spark– Udacity FREE CourseNA10 hours
15.Introduction to Big Data– Coursera FREE Course4.6/517 hours

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Best Data Engineering Tutorials

S/NTutorial NameProvider
1.What is Data Engineering?Intellipaat
2.DATA ENGINEERINGfreecodecamp
3.Data Warehouse TutorialjavaTpoint
4.Data EngineerDataquest
5.Big Data & Analytics TutorialsTutorialsPoint
6.Big Data EngineerEducba
7.Azure for the Data EngineerMicrosoft

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Best Data Engineering YouTube Channels

S/NTutorial NameChannel Name
1.Big Data Engineer Full CourseSimplilearn
2.Data Engineering CourseIntellipaat
3.Data Engineering Full Hands-on CourseThe AI University
4.Big Data & Hadoop Full CourseEdureka
5.ETL Tutorial for BeginnersEdureka
6.Data Engineering ProjectDarshil Parmar’s
7.Python For Data EngineeringTechLake
8.Data Engineering Full Tutorial for BeginnersScaler
9.AWS DATA ENGINEERINGLearn by doing it
10.Data Engineering Essentials using Spark, Python, and SQLitversity

Extra Resources: Cheat Sheets

S/NCheat Sheet Name Cheat Sheet Link
1.GitCheat Sheet
2.jQueryCheat Sheet
3.PythonCheat Sheet
4.JavaScriptCheat Sheet
5.RustCheat Sheet
6.SQLCheat Sheet
7.SQL for Data ScienceCheat Sheet

Data Analyst Checklist

  1. Excel
  2. SQL
  3. Power BI
  4. Tableau
  5. Python

Checklist in Details Here

Readers & Researchers

Get almost any Book for Free (Maybe some paid)

  1. https://pdfdrive.net
  2. https://bookrix.com
  3. https://gutenberg.org
  4. https://goalKicker.com

Anyone need research Paper or Books

  1. https://gen.lib.rus.ec
  2. https://search.crossref.org
  3. https://gen.lib.rus.ec/scimag/
  4. https://airccj.org/csecfp/library/index.php

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There we go. I hope that helps you

Author: Wilson Juma