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Data Visualization with Python, R, Tableau, and Excel
Introduction to The Course
What Does the Course Cover (4:51)
Why Learn Data Visualization (6:08)
How to Choose the Right Visualization - Popular Approaches and Frameworks (6:58)
Color Theory and Colors (8:56)
Setting Up the Working Environments
Setting Up The Environments - Do Not Skip, Please! (0:52)
Tableau - Downloading Tableau (1:36)
Python - Why Python and Why Jupyter (5:10)
Python - Installing Anaconda (3:30)
Python - Jupyter Dashboard - Part 1 (2:38)
Python - Jupyter Dashboard - Part 2 (5:34)
Python - Installing the Seaborn Package (1:20)
R - Installing R and RStudio (3:25)
R - Quick Guide to RStudio (7:47)
R - Changing the Appearance in Rstudio (1:46)
R - Installing Packages and Using Libraries (4:05)
Bar Chart - A Brief Intro To Each Environment
Bar Chart - Introduction - General Theory and Dataset (1:43)
Bar Chart - Excel - How to Create a Bar Chart (10:56)
Bar Chart - Tableau - How to Create a Bar Chart (9:55)
Bar Chart - Python - How to Create a Bar Chart (11:27)
Bar Chart - R - How to Create a Bar Chart (14:18)
Bar Chart - Interpretation & What Makes a Good Bar Chart (2:58)
Bar Chart - Homework
Pie Chart
Pie Chart - Introduction - General Theory and Dataset (4:04)
Pie Chart - Excel - How to Create a Pie Chart (5:08)
Pie Chart - Tableau - How to Create a Pie Chart (4:43)
Pie Chart - Python - How to Create a Pie Chart (6:39)
Pie Chart - R - How to Create a Pie Chart (10:14)
Pie Chart - Interpretation (1:32)
Pie Chart - Why You Should Never Use a Pie Chart (7:32)
Stacked Area Chart
Stacked Area Chart - Introduction - General Theory and Dataset (3:16)
Stacked Area Chart - Excel - How to Create an Stacked Area Chart (7:45)
Stacked Area Chart - Tableau - How to Create an Stacked Area Chart (5:56)
Stacked Area Chart - Python - How to Create an Stacked Area Chart (7:47)
Stacked Area Chart - R - How to Create an Stacked Area Chart (9:52)
Stacked Area Chart - Interpretation (2:30)
Stacked Area Chart - What Makes a Good Stacked Area Chart (3:52)
Stacked Area Chart - Homework
Line Chart
Line Chart - Introduction - General Theory and Dataset (2:03)
Line Chart - Excel - How to Create a Line Chart (4:20)
Line Chart - Tableau - How to Create a Line Chart (8:25)
Line Chart - Python - How to Create a Line Chart (8:05)
Line Chart - R - How to Create a Line Chart (9:42)
Line Chart - Interpretation (3:11)
Line Chart - What Makes a Good Line Chart (6:30)
Line Chart - Homework
Histogram
Histogram - Introduction - General Theory and Dataset (4:39)
Histogram - Excel - How to Create a Histogram Chart (5:31)
Histogram - Tableau - How to Create a Histogram Chart (7:41)
Histogram - Python - How to Create a Histogram Chart (5:43)
Histogram - R - How to Create a Histogram Chart (5:44)
Histogram - Interpretation (2:11)
Histogram - How to Choose the Right Number of Bins (5:28)
Histogram - What Makes a Good Histogram Chart (4:43)
Histogram - Homework
Scatter Plot
Scatter Plot - Introduction - General Theory and Dataset (2:29)
Scatter Plot - Excel - How to Create a Scatter Plot (5:27)
Scatter Plot - Tableau - How to Create a Scatter Plot (7:01)
Scatter Plot - Python - How to Create a Scatter Plot (8:39)
Scatter Plot - R - How to Create a Scatter Plot (8:00)
Scatter Plot - Interpretation (2:42)
Scatter Plot - What Makes a Good Scatter Plot (2:56)
Scatter Plot - Homework
Combo Plots Part 1 - Scatter and Trendline (Regression Plot)
Regression Plot - Introduction - General Theory and Dataset (3:03)
Regression Plot - Excel - How to Create a Regression Plot (5:46)
Regression Plot - Tableau - How to Create a Regression Plot (5:26)
Regression Plot - Python - How to Create a Regression Plot (7:08)
Regression Plot - R - How to Create a Regression Plot (4:35)
Regression Plot - Interpretation (4:35)
Regression Plot - What Makes a Good Regression Plot (3:14)
Regression Plot - Homework
Combo Plots Part 2 - Bar and Line Chart
Bar and Line Chart - Introduction - General Theory and Dataset (3:10)
Bar and Line Chart - Excel - How to Create a Bar and Line Plot (8:03)
Bar and Line Chart - Tableau - How to Create a Bar and Line Plot (4:48)
Bar and Line Chart - Python - How to Create a Bar and Line Plot (7:39)
Bar and Line Chart - R - How to Create a Bar and Line Plot (4:59)
Bar and Line Chart - Interpretation (2:36)
Bar and Line Chart - What Makes a Good Bar and Line Chart (4:04)
Bar and Line Chart - Homework
Advanced topics - Excel & Tableau - Dashboard in Excel
Dashboard in Excel - Introduction (3:36)
Dashboard in Excel - Getting to Know the Data Set (3:35)
Dashboard in Excel - Creating the Design for the Excel Dashboard (6:43)
Dashboard in Excel– Creating a Drop-down List in Excel (4:50)
Dashboard in Excel – Using the Developer Tab and Creating Radio Buttons in Excel (2:45)
Dashboard in Excel - Including Additional Features to the Data Set (5:43)
Dashboard in Excel – Pivot Tables (3:20)
Dashboard in Excel - Tables – Creating LTM and YTD References in Excel (6:16)
Dashboard in Excel - Tables – Creating Month, Year and Selected Dates Fields in Excel (4:13)
Dashboard in Excel – Tables -Calculating Net Sales (6:45)
Dashboard in Excel – Tables -Calculating GP% and Distribution Costs (3:15)
Dashboard in Excel - Tables – Volume by Size (4:54)
Dashboard in Excel - Tables – Volume by Client Type – Homework
Dashboard in Excel – Charts - Bar and Line Combination Chart (6:30)
Dashboard in Excel - Charts – Clustered Bar Chart I (5:19)
Dashboard in Excel - Charts – Clustered Bar Chart II (4:02)
Dashboard in Excel – Adding KPIs and a Slicer to the Dashboard (3:27)
Dashboard in Excel - Customizing the Appearance of the Dashboard (2:26)
Dashboard in Excel - Customizing the Appearance of the Slicer (4:01)
Dashboard in Excel - Interpretation (4:56)
Advanced topics - Excel & Tableau - Dashboard in Tableau
Dashboard in Tableau - Introduction (2:33)
Dashboard in Tableau - Loading the Data and Preparing the Sheets for the Tableau Dashboard (3:29)
Dashboard in Tableau - Bar and Line Combination Chart (5:11)
Dashboard in Tableau - Horizontal Bars Chart I (2:18)
Dashboard in Tableau - Horizontal Bars Chart II (1:46)
Dashboard in Tableau - Adding KPIs to the Tableau Dashboard (3:06)
Dashboard in Tableau - Creating the Tableau Dashboard and Adding a Brand Filter (3:59)
Dashboard in Tableau - Incorporating a Date Filter into the Dashboard (6:13)
Dashboard in Tableau - Styling the Tableau Dashboard (7:34)
Dashboard in Tableau - Interpretation (3:42)
Regression Plot - What Makes a Good Regression Plot
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