Ultimate Data Analyst Roadmap 2025: 3-Month Plan, Projects & Skills 🚀

You will find 3 Months Plan, complete syllabus, Project types Ideas etc. and all important topics that are required to become job ready for Data Analyst.
It also includes tips for:
1- Networking
2- Building Portfolio
3- Preparing for Soft and Technical Skills
4- Interview Preparation

✅ Roadmap Video: https://www.youtube.com/watch?v=MKncxvvRJXM&t=1s

Statistics and Probability
Descriptive Statistics
Probability
Probability Distributions
Inferential Statistics

Excel
Editing Text and Formulas
Excel Functions and Lists
Worksheets and Pivot Tables
Formatting Data and Data Validation
Working with Charts and Templates
Lookup, Macros and VBA
Dashboards

SQL
SQL Basics
Querying and Filtering data
Joins and Relational Databases
Subqueries and Derived Tables
Data Manipulation and Transformation
Aggregation and Grouping
Analytical Functions
Views and Stored Procedures
Performance Optimization
Data Manipulation Language

Python Programming
Syntax and Basics
Data Structures
Pandas
Numpy
Scipy
Matplotlib

Power BI/Tableau
Querying and Transforming Data
Data Modelling
Calculations and Formula
Reports and Visualizations
Dashboards

Data Preparation and Validation
Data collection
Data Discovery and profiling
Data Cleaning
Data Transformation
Data validation

Exploratory Analysis and Modeling
Exploratory Data Analysis
Regression analysis
Time series analysis



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