Classroom: LeConte 103
3. Enroll in SAS OnDemand:
After going to the entry page, create a student
account. You will receive an enrollment link in an email from
the course instructor. Once your account is created, you can
access SAS Studio by going to the Control Center:
4. SAS
OnDemand Control Center
| Date | Weekly topic |
Homework |
R/SAS code |
Reading |
| Week Aug 17 |
Syllabus Calendar Getting Started with R and R Studio Quarto (Chapter 20.2 in Rafa) |
Homework 1 R Homework Template dataP1HW2.txt Quarto cheat sheet |
Rafa Chap 1 Don Chap 1 |
|
| Week Aug 24 |
R Basics I Chapter 2: Objects, Modes Assignments (Don) Chapter 3: Getting Help Chapter 4: Managing Objects Chapter 9: NAs, Coercion, Subsetting, Sorting, and Indexing |
Homework 1 Due (8/26 before class) Homework 2 |
Rcode_Basics1.R ALLcode.R |
Rafa Chap 2 Don Chap 2, 3, 4, 9 |
| Week Aug 31 |
R Basics II Chapter 5: Getting Data Into R Chapter 6: Getting Results Out of R |
brainbod.txt brainbod2.txt brainbod1.txt brainbod.csv brainbod4.txt |
Rcode_Basics2.R |
Rafa Chap 5, 6 Don Chap 5, 6 |
| Week Sep 07 |
Sep 07: Labor Day No Class Programming Basics Chapter 8: Logical Objects and Conditional Expression Chapter 12: Defining Functions, Name Space |
Homework 2 Due (9/9 before class) Homework 3 |
programming-basics.R experiment-design.tsv |
Rafa Chap 3 Don Chap 8, 12 |
| Week Sep 14 |
Chapter 10: For Loops, Vectorized Function The tidyverse (Chapter 4 in Rafa) Data Visualization I Data Visualization Principles FlowingData Data Exploration Through Time |
Homework 3 Due (9/16 before class) Homework4 baby.txt |
tidyverse.R permutation.R |
Rafa Chap 4 Don Chap 10 |
| Week Sep 21 |
Data Visualization II ggplot2 (Chapter 8 in Rafa) Data Visualization Case Studies (Chapter 10 in Rafa) |
Homework 4 Due (9/23 before class) Homework 5 |
Rcode_Chapters11&12.R Visualization ggplot2 ggplot2 cheat sheet ggplot2.R |
Rafa Chap 7-10 |
| Week Sep 28 |
Data Wrangling Extract data from the web (Chapter 15 in Rafa) String processing (Chapter 16 in Rafa) Text analysis (Chapter 17 in Rafa) |
Homework 5 Due (9/30 before class) |
Rafa Chap 11-15 |
|
| Week Oct 05 |
Midpoint in Semester Getting Started with Jupyter Notebook and JupyterLab Python Basic Data Types NumPy |
Mid-term take-home exam winequality-white.csv winequality-red.csv winequality-names.txt Wine paper Electric Vehicle |
Python Basic 1 Notebook1 |
Python Data Science Handbook Chap 1, 2 |
Week Oct 12 |
Plots in Python Python Functions |
Mid-term take-home exam due Oct 14 before class |
Python Basic 2 Notebook2 Python Basic 3 Notebook3 |
Python Data Science Handbook Chap 3 |
| Week Oct 19 |
If and Loops Modules and Packages Data Manipulation with Pandas |
Homework6 Homework6 Quarto file Homework6 Due Oct 21 before class Homework 7 Homework7 Quarto file |
Python Basic 4 Notebook4 |
Python Data Science Handbook Chap 4 |
| Week Oct 26 |
SAS OnDemand Invitation SAS, Chapter 1 SAS, Chapter 2 |
SAS codes in Chapter 1.txt SAS codes in Chapter 2.txt SAS codes in Chapter 3.txt blackjack.R SAS codes in Chapter 4.txt |
SAS Chap 1, 2 |
|
| Week Nov 02 |
SAS Chapter 3 SAS Chapter 4 |
Homework7 Due Nov 11 before class Homework 8 tshirt.txt districtdata.txt champ36pres.txt |
SAS codes in Chapter 6.txt |
SAS Chap 3, 4 |
| Week Nov 9 |
SAS Chapter 6 SAS Chapter 7 |
Final Project Proposal Due Nov 11 before class |
SAS codes in Chapter 5.txt |
SAS Chap 6, 7 |
| Week Nov 16 |
Final Project Presentation |
Homework 8 Due Nov 18 before class |
SAS codes in Chapter 7.txt |
|
| Week Nov 30 |
Final Project Presentation |
Final Project Instruction Final Project Proposal format Final Project template Final Project format Final Project Presentation Instruction |
SAS codes in Chapter 8.txt |
|
| |
Final
Project Due December 11, Friday before 5PM. |
