Data Engineer Roadmap 2026 | How I'd learn Data Engineering in 2026
With the rapid growth of data, AI, and cloud systems, Data Engineering has become a foundational role in the data ecosystem. In this video, we break down a complete Data Engineering roadmap for 2026, covering the key skills, tools, and concepts you need to become job-ready.
You’ll get a week-by-week learning plan, practical checklists, and free resources, along with how I’d learn Data Engineering if I were starting from scratch today
Roadmap with Weekly Study Plan & Free Resources - http://codebasics.io/resources/data-engineer-roadmap-2026
Data Engineering Suitability Test: https://codebas…
Watch on YouTube ↗
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Chapters (28)
Intro
2:10
Salary Range
2:26
Suitability Test
2:46
Job Analysis Report Overview
3:08
Overview of the Roadmap
3:31
Data Engineer Categories
7:42
Conversation with Industry Experts
11:24
Skill Handyman
12:08
Data Engineer Skills Matrix
12:56
Fundamental Research + Preparing your Mind & Body
13:35
Python Basics + Essential Data Structures🐍
16:26
Python for Data Engineering🐍
17:28
Data Engineering Foundations + Git
19:59
SQL Mastery
26:23
Data Modeling & Warehousing Basics + Linux Fundamentals📊
29:25
ETL on Cloud (Batch Pipelines)
33:46
Docker + ATS Resume
37:50
Spark + Databricks
41:20
End-to-End Data Engineering Projects on Databricks
43:49
Snowflake + Airflow
46:24
Streaming Data Systems: Kafka + Flink
48:53
Analytics Engineering with dbt + Cloud Scaling + Portfolio
53:38
Data Quality & Reliability
55:27
Business Projects, CI/CD & Open Source
59:47
Personal Branding, Interviews & Long-Term Career Growth
1:01:10
Interview Communication
1:01:46
Job Applications
1:05:47
Tips & Final Thoughts
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Python Tutorial - 1. Install python on windows
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Python Tutorial - 2. Variables
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Python Tutorial - 3. Numbers
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Python Tutorial - 4. Strings
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Python Tutorial - 5. Lists
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Python Tutorial - 6. Install PyCharm on Windows
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PyCharm Tutorial - 7. Debug python code using PyCharm
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Python Tutorial - 8. If Statement
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Python Tutorial - 9. For loop
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Python Tutorial - 10. Functions
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Python Tutorial - 11. Dictionaries and Tuples
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Python Tutorial - 12. Modules
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Python Tutorial - 13. Reading/Writing Files
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How to install Julia on Windows
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Python Tutorial - 14. Working With JSON
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Julia Tutorial - 1. Variables
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Julia Tutorial - 2. Numbers
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Python Tutorial - 15. if __name__ == "__main__"
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Julia Tutorial - Why Should I Learn Julia Programming Language
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Python Tutorial - 16. Exception Handling
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Julia Tutorial - 3. Complex and Rational Numbers
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Julia Tutorial - 4. Strings
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Python Tutorial - 17. Class and Objects
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Julia Tutorial - 5. Functions
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Julia Tutorial - 6. If Statement and Ternary Operator
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Julia Tutorial - 7. For While Loop
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Python Tutorial - 18. Inheritance
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Julia Tutorial - 8. begin and (;) Compound Expressions
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Python Tutorial - 12.1 - Install Python Module (using pip)
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Julia Tutorial - 9. Tasks (a.k.a. Generators or Coroutines)
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Julia Tutorial - 10. Exception Handling
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Python Tutorial - 19. Multiple Inheritance
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Python Tutorial - 20. Raise Exception And Finally
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Python Tutorial - 21. Iterators
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Python Tutorial - 22. Generators
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Python Tutorial - 23. List Set Dict Comprehensions
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Python Tutorial - 24. Sets and Frozen Sets
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Python Tutorial - 25. Command line argument processing using argparse
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Debugging Tips - What is bug and debugging?
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Debugging Tips - Conditional Breakpoint
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Debugging Tips - Watches and Call Stack
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Python Tutorial - 26. Multithreading - Introduction
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Git Tutorial 3: How To Install Git
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Git Tutorial 1: What is git / What is version control system?
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Git Tutorial 2 : What is Github? | github tutorial
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Git Tutorial 4: Basic Commands: add, commit, push
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Git Tutorial 5: Undoing/Reverting/Resetting code changes
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Git Tutorial 6: Branches (Create, Merge, Delete a branch)
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Git Github Tutorial 10: What is Pull Request?
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Git Tutorial 7: What is HEAD?
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Git Tutorial 9: Diff and Merge using meld
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Difference between Multiprocessing and Multithreading
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Python Tutorial - 27. Multiprocessing Introduction
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Python Tutorial - 28. Sharing Data Between Processes Using Array and Value
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Git Tutorial 8 - .gitignore file
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Python Tutorial - 29. Sharing Data Between Processes Using Multiprocessing Queue
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Python Tutorial - 30. Multiprocessing Lock
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Python Tutorial - 31. Multiprocessing Pool (Map Reduce)
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What is code?
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Python unit testing - pytest introduction
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