Data Analyst Roadmap 2025 #roadmap #shorts #dataanalyst

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 #dataanalysis #dataanalytics #datascience #statistics #roadmap #shorts #shortsvideo #careeradvice #careerdevelopment #careerreading #python #pythonprogramming