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Data analyst rodmap completed rodmap, Study notes of Advanced Data Analysis

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2024/2025

Available from 10/29/2024

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Data Analyst Roadmap 2025 - Weekly
Study Plan (with Free Resources)
Week 1-2: SQL (Basics)
Goal: Learn SQL basics, including queries, data extraction, and data manipulation.
Topics Covered: SELECT, WHERE, GROUP BY, ORDER BY, joins.
YouTube Videos:
SQL for Beginners by FreeCodeCamp https://www.youtube.com/watch?v=HXV3zeQKqGY
SQL Tutorial - Full Database Course for Beginners by Bro Code -
https://www.youtube.com/watch?v=5hzZtqCNQKk
Week 3: SQL (Advanced Queries)
Goal: Master advanced SQL concepts and work with complex datasets.
Topics Covered: Subqueries, nested queries, window functions.
YouTube Videos:
Advanced SQL Tutorial by Programming with Mosh -
https://www.youtube.com/watch?v=7S_tz1z_5bA&ab_channel=ProgrammingwithMosh
Week 4-5: Excel (Basics to Intermediate)
Goal: Understand Excel basics, formulas, data cleaning, and analysis.
Topics Covered: Basic functions, data validation, pivot tables, lookup functions, data
cleaning.
YouTube Videos:
Excel Beginner Tutorial by Lokesh Lalwani -
https://www.youtube.com/c/LearnwithLOKESHLALWANI
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Data Analyst Roadmap 202 5 - Weekly

Study Plan (with Free Resources)

Week 1 - 2 : SQL (Basics)

Goal : Learn SQL basics, including queries, data extraction, and data manipulation. Topics Covered : SELECT, WHERE, GROUP BY, ORDER BY, joins. YouTube Videos: SQL for Beginners by FreeCodeCamp – https://www.youtube.com/watch?v=HXV3zeQKqGY SQL Tutorial - Full Database Course for Beginners by Bro Code - https://www.youtube.com/watch?v=5hzZtqCNQKk

Week 3 : SQL (Advanced Queries)

Goal : Master advanced SQL concepts and work with complex datasets. Topics Covered : Subqueries, nested queries, window functions. YouTube Videos: Advanced SQL Tutorial by Programming with Mosh - https://www.youtube.com/watch?v=7S_tz1z_5bA&ab_channel=ProgrammingwithMosh

Week 4 - 5 : Excel (Basics to Intermediate)

Goal : Understand Excel basics, formulas, data cleaning, and analysis. Topics Covered : Basic functions, data validation, pivot tables, lookup functions, data cleaning. YouTube Videos: Excel Beginner Tutorial by Lokesh Lalwani - https://www.youtube.com/c/LearnwithLOKESHLALWANI

Learn Excel Basics by Leila Gharani - https://www.youtube.com/watch?v=0tdlR1rBwkM&ab_channel=LeilaGharani

Week 6 - 7 : Excel (Advanced)

Goal : Learn advanced Excel skills for data analysis. Topics Covered : Advanced formulas, macros, dynamic charts, dashboards. YouTube Videos: Advanced Excel Tutorial for Data Analysis by Chandoo - https://www.youtube.com/watch?v=v2oNWja7M2E&ab_channel=Chandoo Excel Dashboards from Scratch by Lokesh Lalwani – https://www.youtube.com/watch?v=ZrN6CHcJuNg&t=12s&ab_channel=LearnWithLokesh Lalwani

Week 8 : Python (Basics)

Goal : Learn the basics of Python programming, focusing on data analysis. Topics Covered : Python syntax, data types, control structures, basic functions. YouTube Videos: Python for Beginners by Programming with Mosh - https://www.youtube.com/watch?v=kqtD5dpn9C8&ab_channel=ProgrammingwithMosh

Week 9 : Python (Data Analysis with Pandas)

Goal : Use Python for data analysis using libraries like Pandas and NumPy. Topics Covered : Dataframes, data cleaning, data manipulation. YouTube Videos: Python Pandas Tutorial by Keith Galli - https://www.youtube.com/watch?v=vmEHCJofslg&ab_channel=KeithGalli Data Analysis with Python by FreeCodeCamp - https://www.youtube.com/watch?v=GPVsHOlRBBI