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دسته بندی دوره ها

Data Analysis | SQL,Tableau,Power BI & Excel | Real Projects

سرفصل های دوره

4-in-1 bundle: Practical learning of the essential tools used in Data Science with hands on examples and projects


1. Introduction
  • 1. Introduction

  • 2. SQL
  • 1.1 Script for Classic Models.txt
  • 1. Download MySQL Workbench and Classic Models Database - Windows
  • 2.1 Script for Classic Models.txt
  • 2. Download MySQL Workbench and Classic Models Database - MacOS
  • 3.1 MySQL-Sample-Database-Diagram-PDF-A4.pdf
  • 3. What is SQL And a Relational Database
  • 4.1 Select, From, Where.pdf
  • 4. Select, From And Where Statement
  • 5.1 Select Statement Exercise.pdf
  • 5. Select Statement Q And A
  • 6.1 Upper And Lower.pdf
  • 6. Upper And Lower
  • 7.1 In And Not In.pdf
  • 7. In And Not In
  • 8.1 Distinct, Like, Order By.pdf
  • 8. Distinct, Like And Order By
  • 9.1 Inner Join.pdf
  • 9. Inner Join
  • 10.1 Left And Right Join.pdf
  • 10. Left And Right Join
  • 11.1 Join Exercises.pdf
  • 11. Joins Q And A
  • 12.1 Union And Union All.pdf
  • 12. Union And Union All
  • 13.1 Sum, Round, Group by, Having.pdf
  • 13. Sum, Round, Group by And Having
  • 14.1 Count, Max, Min, Avg.pdf
  • 14. Count, Max, Min, Avg
  • 15.1 Aggregate Functions Exercise.pdf
  • 15. Aggregate Functions Q And A
  • 16.1 Subquery.pdf
  • 16. Subquery
  • 17.1 CTE.pdf
  • 17. Common Table Expression (CTE)
  • 18.1 Case Statement.pdf
  • 18. Case statement
  • 19.1 Flag using Case statement.pdf
  • 19. Create a Flag using Case Statement
  • 20.1 Row Number.pdf
  • 20. Row Number
  • 21.1 Lead And Lag.pdf
  • 21. Lead And Lag
  • 22.1 Row Number Exercise.pdf
  • 22. Row Number Q And A
  • 23.1 Date Functions.pdf
  • 23. Date Functions
  • 24.1 String Functions.pdf
  • 24. String Functions

  • 3. Excel with Netflix Dataset
  • 1.1 netflix titles.csv
  • 1. Download Excel and Netflix Dataset
  • 2.1 Excel shortcuts_cheat_sheet.pdf
  • 2. Common Excel Shortcuts
  • 3. Split Text to Columns - Part 1
  • 4. Split Text to Columns - Part 2
  • 5. Trim And Separate Data
  • 6. Sort And Filter Data
  • 7. Common Calculations - Sum, Avg, Max, Min
  • 8. If Function
  • 9. Sumifs And Countifs
  • 10. Unique, Left, Right
  • 11. Vlookup
  • 12. Pivot Tables
  • 13. Excel - Exercises and Answers
  • 14. Separate Sheets and Find And Replace Blanks
  • 15. Import Netflix Data to MySQL Workbench
  • 16.1 Create Cast Table.docx
  • 16.2 Create Countries Table.docx
  • 16.3 Create Directors Table.docx
  • 16.4 Create Listed In Table.docx
  • 16. Set Up Relational Tables for Power BI

  • 4. Power BI Dashboard - Netflix
  • 1. Download Power BI and Connect to Data
  • 2. Power BI Overview
  • 3. Create Area Chart
  • 4. Create Shows by Rating And Top 10 Categories Charts
  • 5.1 logo.zip
  • 5. Create Countries Available Map and import Netflix logo
  • 6. Create Single Title View Page - Part 1
  • 7. Create Single Title View Page - Part 2

  • 5. Classic Models Data Analysis Exercises
  • 1. Sales Overview by Product
  • 2. Sales Overview by Country
  • 3. Products Purchased Together
  • 4. Customers Sales Value by Credit Limit
  • 5. Sales Value Change from Previous Order
  • 6. Office Sales by Customer Country
  • 7. Customers Affected by Late Shipping

  • 6. Power BI Dashboard - Classic Models
  • 1. Create View in My SQL Workbench for Power BI
  • 2. Connect Power BI to Data Source And Prepare Canvas
  • 3. Create Overview Cards
  • 4. Create Overview Line Charts
  • 5. Set up Measures for Sales And Net Profit Buttons
  • 6. Add Actions to Buttons and Create Bar Chart
  • 7. Create Scatter, Column And Donut Charts
  • 8. Add Conditional titles to Charts
  • 9. Create Decomposition Tree
  • 10. Create Sales Overview Table with MoM % and YTD Calculations
  • 11. Add Filters and Page Navigation Buttons

  • 7. Electric Vehicle Dashboard with Tableau
  • 1.1 Electric Vehicle_Population_Data.xlsx
  • 1. Download Tableau Public and Electric Vehicle Dataset
  • 2. Tableau Overview
  • 3. Create Bar Chart - Vehicle Year
  • 4. Create Map
  • 5. Top 10 Counties Column Chart
  • 6. Make And Model Column Chart and Parameter
  • 7. Create Donut Chart
  • 8. Put Dashboard Together
  • 9. Format and Publish Dashboard
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    تاریخ انتشار: 25 تیر 1402
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