🤖 📈📊🚀
R Programming with AI: A Crash Course
📖 Course Description
This crash course teaches you how to use simple prompts to generate R code that produces common data products.
This course differs from most other resources in the following ways:
1️⃣ Uses real survey data, not fictional examples
2️⃣ Keeps learning simple with clear, fill-in-the-blank prompts
3️⃣ Helps you quickly build practical skills you can apply right away
🪔 Learning Objectives
By completing this course, you should be able to:
💥 Use AI prompts to generate R code for creating common data products with survey data
💥 Apply these skills to other data analysis projects beyond surveys
💪🏼 Prerequisites
There are no prerequisites for this course. However, familiarity with R coding will be useful. You can review my previous course on survey data analysis in R.
All the materials are provided in English. Video lectures include English transcripts, which can be translated into other languages (on YouTube).
🎞️ Lecture Videos
📋 Course Introduction [Video Link]
1️⃣ Setting Up the Environment [Video Link]
2️⃣ Simple Histogram [Video Link]
3️⃣ Grouped Histogram [Video Link]
4️⃣ Simple Boxplot [Video Link]
5️⃣ Grouped Boxplot [Video Link]
6️⃣ Simple Scatterplot [Video Link]
7️⃣ Grouped Scatterplot [Video Link]
8️⃣ Simple Line Chart [Video Link]
9️⃣ Grouped Line Chart [Video Link]
1️⃣0️⃣ Simple Bar Chart [Video Link]
1️⃣1️⃣ Grouped Bar Chart [Video Link]
1️⃣2️⃣ Summary Statistics Table [Video Link]
💥 Extra Lesson 1️⃣: Conducting Weighted Analysis [Video Link]
💥 Extra Lesson 2️⃣: Adding 95% Confidence Intervals [Video Link]
💥 Extra Lesson 3️⃣: Verifying Code Written by AI [Video Link]
🗃️ Course Resources
This course does not require any textbooks. The written version of the course is available here.
You can find more content related to survey data analysis on my Medium page.
👩🏽💻 Software
For this course, you can use the free cloud version of RStudio. No installations or subscriptions are needed. All you need is a device that connects to the internet.
📩 Contact
If you have any questions/ concerns/ suggestions regarding any of the topics discussed in this crash course, feel free to reach out to me!
R Programming with AI: A Crash Course
📖 Course Description
This crash course teaches you how to use simple prompts to generate R code that produces common data products.
This course differs from most other resources in the following ways:
1️⃣ Uses real survey data, not fictional examples
2️⃣ Keeps learning simple with clear, fill-in-the-blank prompts
3️⃣ Helps you quickly build practical skills you can apply right away
🪔 Learning Objectives
By completing this course, you should be able to:
💥 Use AI prompts to generate R code for creating common data products with survey data
💥 Apply these skills to other data analysis projects beyond surveys
💪🏼 Prerequisites
There are no prerequisites for this course. However, familiarity with R coding will be useful. You can review my previous course on survey data analysis in R.
All the materials are provided in English. Video lectures include English transcripts, which can be translated into other languages (on YouTube).
🎞️ Lecture Videos
📋 Course Introduction [Video Link]
1️⃣ Setting Up the Environment [Video Link]
2️⃣ Simple Histogram [Video Link]
3️⃣ Grouped Histogram [Video Link]
4️⃣ Simple Boxplot [Video Link]
5️⃣ Grouped Boxplot [Video Link]
6️⃣ Simple Scatterplot [Video Link]
7️⃣ Grouped Scatterplot [Video Link]
8️⃣ Simple Line Chart [Video Link]
9️⃣ Grouped Line Chart [Video Link]
1️⃣0️⃣ Simple Bar Chart [Video Link]
1️⃣1️⃣ Grouped Bar Chart [Video Link]
1️⃣2️⃣ Summary Statistics Table [Video Link]
💥 Extra Lesson 1️⃣: Conducting Weighted Analysis [Video Link]
💥 Extra Lesson 2️⃣: Adding 95% Confidence Intervals [Video Link]
💥 Extra Lesson 3️⃣: Verifying Code Written by AI [Video Link]
🗃️ Course Resources
This course does not require any textbooks. The written version of the course is available here.
You can find more content related to survey data analysis on my Medium page.
👩🏽💻 Software
For this course, you can use the free cloud version of RStudio. No installations or subscriptions are needed. All you need is a device that connects to the internet.
📩 Contact
If you have any questions/ concerns/ suggestions regarding any of the topics discussed in this crash course, feel free to reach out to me!