Data Analysis Learning Guide

 




Day

Topic

Details

Video Link

1

Introduction to Excel

Overview of Excel interface, basic functions, and spreadsheet setup

Excel Basics

2

Data Entry and Formatting

Entering data, cell formatting, number formats

Data Entry

3

Formulas and Functions

Basic arithmetic, SUM, AVERAGE, COUNT, IF functions

Formulas

4

Charts and Graphs

Creating and formatting charts, types of charts

Charts

5

Introduction to SQL

Setting up SQL environment, basic SQL syntax

SQL Basics

6

SQL Data Types and Operators

Data types, operators (arithmetic, comparison, logical)

SQL Operators

7

SQL Queries

SELECT statements, WHERE clause, ORDER BY, GROUP BY

SQL Queries

8

Joins and Subqueries

INNER JOIN, LEFT JOIN, RIGHT JOIN, subqueries

Joins and Subqueries

9

Introduction to Power BI

Overview of Power BI interface, importing data

Power BI Intro

10

Data Transformation

Using Power Query for data cleaning and transformation

Data Transformation

11

Data Visualization

Creating visualizations, charts, and dashboards

Visualizations

12

DAX Basics

Introduction to Data Analysis Expressions (DAX)

DAX Basics

13

Advanced DAX

Advanced calculations and measures using DAX

Advanced DAX

14

Introduction to Tableau

Tableau interface, connecting to data sources

Tableau Intro

15

Tableau Visualizations

Creating various charts and visualizations in Tableau

Tableau Visuals

16

Tableau Dashboards

Building interactive dashboards

Tableau Dashboards

17

Final Project

Combining Excel, SQL, Power BI, and Tableau skills in a project

Final Project

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