DANL 101 - Lecture
| Title | Subtitle | Date |
|---|---|---|
| Lecture 1 | Syllabus, Course Outline, and Introduction | August 27, 2024 |
| Lecture 2 | Introduction with Sports Analytics & Business Intelligence | August 29, 2024 |
| Lecture 3 | Data Analytics in the Retail Value Chain; Data Analytics vs. Data Science | September 3, 2024 |
| Lecture 4 | RStudio; R Basics | September 5, 2024 |
| Lecture 5 | R Basics; Descriptive Statistics | September 10, 2024 |
| Lecture 6 | R Basics; Descriptive Statistics | September 12, 2024 |
| Lecture 7 | R Basics | September 17, 2024 |
| Lecture 8 | Data Preparation and Management | September 19, 2024 |
| Lecture 9 | Data Preparation and Management | September 24, 2024 |
| Lecture 10 | Data Preparation and Management | September 26, 2024 |
| Lecture 11 |
Data Preparation and Management with R
|
October 1, 2024 |
| Lecture 12 |
Data Preparation and Management with R
|
October 3, 2024 |
| Lecture 13 | Nobel Prize for Machine Learning; Midterm I Review | October 10, 2024 |
| Lecture 14 | Career Session | October 17, 2024 |
| Lecture 15 | Data Storytelling | October 22, 2024 |
| Lecture 16 | Data Visualization - Overview | October 24, 2024 |
| Lecture 17 |
Data Visualization with ggplot; Relationship ggplot()
|
October 29, 2024 |
| Lecture 18 | Aesthetic Mappings; Clutter is Your Enemy!; Design with Colorblind in Mind | October 31, 2024 |
| Lecture 19 |
Facets; Time Trend ggplot()
|
November 5, 2024 |
| Lecture 20 |
Histogram ggplot(); Boxplot ggplot()
|
November 7, 2024 |
| Lecture 21 |
Bar Chart ggplot()
|
November 12, 2024 |
| Lecture 22 | Team Project | November 21, 2024 |
| Lecture 23 | Programming vs. Power BI vs. Excel for Data Analysis | December 3, 2024 |
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