Data Analyst Roadmap 2026 | How I'd learn Data Analytics in 2026

codebasics · Beginner ·📊 Data Analytics & Business Intelligence ·4mo ago
One career role that has been the entry gate for many to enter the Data & AI field is "Data Analyst". In this video, we will look at the complete roadmap to learn skills required for the Data Analyst role in 2026 using free learning resources, a week-by-week study plan and checklists. This video also shows how I'd learn Data Analytics if I had to start over. Roadmap with Weekly Study Plan & Free Resources - https://codebasics.io/resources/data-analyst-roadmap-2026 Is a Data Analyst a Good Career in 2026? - https://youtu.be/NWsU7lRAGr8 Data Analyst Suitability Test: https://codebasics.io/survey/how-much-data-analyst-career-suits-you Notion Study Tracker - https://storm-margin-1aa.notion.site/codebasics-data-analyst-roadmap-for-beginners-2026 Industry experts featured here: Nate Moran : https://www.linkedin.com/in/nathanmoran/ Raghavan P : https://www.linkedin.com/in/raghavan-rp/ Ronaldo Anzanello : https://www.linkedin.com/in/ronaldo-anzanello-b0758614/ Peeyush Garg : https://www.linkedin.com/in/peeyush-garg-7a76133a/ Reports Referred: World Economic Forum Report: https://www.weforum.org/publications/the-future-of-jobs-report-2025/ US Bureau of Labor Statistics: https://www.bls.gov/ooh/fastest-growing.htm LinkedIn Jobs on the Rise 2025: https://www.linkedin.com/pulse/linkedin-jobs-rise-2025-25-fastest-growing-roles-india-lnqcc/ MIT Report: https://fortune.com/2025/08/18/mit-report-95-percent-generative-ai-pilots-at-companies-failing-cfo/ MIT Report 2: https://www.csail.mit.edu/news/rethinking-ais-impact-mit-csail-study-reveals-economic-limits-job-automation ⭐️ Timestamps ⭐️ 0:00 Intro 2:00 Current Job Market & Salaries 3:51 Suitability Test & Overview of the Roadmap 5:46 Data Analyst Categories 14:31 Conversation with Experts 18:45 Evolution of DA Role & Becoming Market Fit 22:55 Importance of Communication Skills 24:36 Data Analyst Skills Matrix 26:48 Foundation of Your DA Preparation 33:05 Excel & Business Math / Stats 35:01 Im
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1 Python Tutorial - 1. Install python on windows
Python Tutorial - 1. Install python on windows
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 2 Python Tutorial - 2. Variables
Python Tutorial - 2. Variables
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 3 Python Tutorial - 3. Numbers
Python Tutorial - 3. Numbers
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 4 Python Tutorial - 4. Strings
Python Tutorial - 4. Strings
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 5 Python Tutorial - 5. Lists
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 6 Python Tutorial - 6. Install PyCharm on Windows
Python Tutorial - 6. Install PyCharm on Windows
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 7 PyCharm Tutorial - 7. Debug python code using PyCharm
PyCharm Tutorial - 7. Debug python code using PyCharm
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 8 Python Tutorial - 8. If Statement
Python Tutorial - 8. If Statement
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 9 Python Tutorial - 9. For loop
Python Tutorial - 9. For loop
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 10 Python Tutorial - 10. Functions
Python Tutorial - 10. Functions
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 11 Python Tutorial - 11. Dictionaries and Tuples
Python Tutorial - 11. Dictionaries and Tuples
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 12 Python Tutorial - 12. Modules
Python Tutorial - 12. Modules
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 13 Python Tutorial - 13. Reading/Writing Files
Python Tutorial - 13. Reading/Writing Files
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 14 How to install Julia on Windows
How to install Julia on Windows
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 15 Python Tutorial - 14. Working With JSON
Python Tutorial - 14. Working With JSON
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 16 Julia Tutorial - 1. Variables
Julia Tutorial - 1. Variables
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 17 Julia Tutorial - 2. Numbers
Julia Tutorial - 2. Numbers
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 18 Python Tutorial - 15. if __name__ == "__main__"
Python Tutorial - 15. if __name__ == "__main__"
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 19 Julia Tutorial - Why Should I Learn Julia Programming Language
Julia Tutorial - Why Should I Learn Julia Programming Language
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 20 Python Tutorial - 16. Exception Handling
Python Tutorial - 16. Exception Handling
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 21 Julia Tutorial - 3. Complex and Rational Numbers
Julia Tutorial - 3. Complex and Rational Numbers
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 22 Julia Tutorial - 4. Strings
Julia Tutorial - 4. Strings
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 23 Python Tutorial - 17. Class and Objects
Python Tutorial - 17. Class and Objects
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 24 Julia Tutorial - 5. Functions
Julia Tutorial - 5. Functions
codebasics
 25 Julia Tutorial - 6. If Statement and Ternary Operator
Julia Tutorial - 6. If Statement and Ternary Operator
codebasics
 26 Julia Tutorial - 7. For While Loop
Julia Tutorial - 7. For While Loop
codebasics
 27 Python Tutorial - 18. Inheritance
Python Tutorial - 18. Inheritance
codebasics
 28 Julia Tutorial - 8. begin and (;) Compound Expressions
Julia Tutorial - 8. begin and (;) Compound Expressions
codebasics
 29 Python Tutorial - 12.1 - Install Python Module (using pip)
Python Tutorial - 12.1 - Install Python Module (using pip)
codebasics
 30 Julia Tutorial - 9. Tasks (a.k.a. Generators or Coroutines)
Julia Tutorial - 9. Tasks (a.k.a. Generators or Coroutines)
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 31 Julia Tutorial - 10. Exception Handling
Julia Tutorial - 10. Exception Handling
codebasics
 32 Python Tutorial - 19. Multiple Inheritance
Python Tutorial - 19. Multiple Inheritance
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 33 Python Tutorial - 20. Raise Exception And Finally
Python Tutorial - 20. Raise Exception And Finally
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 34 Python Tutorial - 21. Iterators
Python Tutorial - 21. Iterators
codebasics
 35 Python Tutorial - 22. Generators
Python Tutorial - 22. Generators
codebasics
 36 Python Tutorial - 23. List Set Dict Comprehensions
Python Tutorial - 23. List Set Dict Comprehensions
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 37 Python Tutorial - 24. Sets and Frozen Sets
Python Tutorial - 24. Sets and Frozen Sets
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 38 Python Tutorial - 25. Command line argument processing using argparse
Python Tutorial - 25. Command line argument processing using argparse
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 39 Debugging Tips - What is bug and debugging?
Debugging Tips - What is bug and debugging?
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 40 Debugging Tips - Conditional Breakpoint
Debugging Tips - Conditional Breakpoint
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 41 Debugging Tips - Watches and Call Stack
Debugging Tips - Watches and Call Stack
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 42 Python Tutorial - 26. Multithreading - Introduction
Python Tutorial - 26. Multithreading - Introduction
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 43 Git Tutorial 3: How To Install Git
Git Tutorial 3: How To Install Git
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 44 Git Tutorial 1: What is git / What is version control system?
Git Tutorial 1: What is git / What is version control system?
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 45 Git Tutorial 2 : What is Github? | github tutorial
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 46 Git Tutorial 4: Basic Commands: add, commit, push
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 47 Git Tutorial 5: Undoing/Reverting/Resetting code changes
Git Tutorial 5: Undoing/Reverting/Resetting code changes
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 48 Git Tutorial 6: Branches (Create, Merge, Delete a branch)
Git Tutorial 6: Branches (Create, Merge, Delete a branch)
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 49 Git Github Tutorial 10: What is Pull Request?
Git Github Tutorial 10: What is Pull Request?
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 50 Git Tutorial 7: What is HEAD?
Git Tutorial 7: What is HEAD?
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 51 Git Tutorial 9: Diff and Merge using meld
Git Tutorial 9: Diff and Merge using meld
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 52 Difference between Multiprocessing and Multithreading
Difference between Multiprocessing and Multithreading
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 53 Python Tutorial - 27. Multiprocessing Introduction
Python Tutorial - 27. Multiprocessing Introduction
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 54 Python Tutorial - 28. Sharing Data Between Processes Using Array and Value
Python Tutorial - 28. Sharing Data Between Processes Using Array and Value
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 55 Git Tutorial 8 - .gitignore file
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 56 Python Tutorial - 29. Sharing Data Between Processes Using Multiprocessing Queue
Python Tutorial - 29. Sharing Data Between Processes Using Multiprocessing Queue
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 57 Python Tutorial - 30. Multiprocessing Lock
Python Tutorial - 30. Multiprocessing Lock
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 58 Python Tutorial - 31. Multiprocessing Pool (Map Reduce)
Python Tutorial - 31. Multiprocessing Pool (Map Reduce)
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Chapters (11)

Intro
2:00 Current Job Market & Salaries
3:51 Suitability Test & Overview of the Roadmap
5:46 Data Analyst Categories
14:31 Conversation with Experts
18:45 Evolution of DA Role & Becoming Market Fit
22:55 Importance of Communication Skills
24:36 Data Analyst Skills Matrix
26:48 Foundation of Your DA Preparation
33:05 Excel & Business Math / Stats
35:01 Im
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