Skip to main content Data 198: Introduction to Real World Data Science
UC Berkeley, Fall 2024
Announcements
Week 1 Announcements
Sep 16 · 0 min read - Welcome to DATA 198: Introduction to Real World Data Science! We’re still constructing this site… stay tuned!
Week 1
- Sep 23
- 1 Welcome, Icebreakers, Data Science Lifecycle, Course Expectations, Useful Libraries
- Lecture Slides
- Checkpoint Project Checkpoint 0 (Due 9/30)
Week 2
- Sep 30
- 2 Introduction to Pandas, Project Group Reveals!
- Lecture Slides 2
- Demos Pandas Demo
- Checkpoint Project Checkpoint 1 (Due 10/07)
Week 3
- Oct 7
- 3 Data Cleaning with Pandas
- Lecture Slides
- Demos Data Cleaning with Pandas Demo
- Resources Pandas Tutor, Data 100 Lecture Slides, Pandas API Reference
- Checkpoint Project Checkpoint 2 (Due 10/14)
Week 4
- Oct 14
- 4 Week 4: Data Visualization, Exploratory Data Analysis
- Lecture Slides 4
- Demos Data Visualization Demo
Week 5
- Oct 21
- 5 Career Panel and Hypothesis Testing
- Lecture Slides 5
- Demos Hypothesis Testing Demo
- Checkpoint [Project Checkpoint 3] (Due 10/28)
Week 6
- Oct 28
- 6 Basic Machine Learning Models
- Lecture Slides 6
- Survey DeCal Midsemester Feedback Reflection (Due 11/04)
Week 7
- Nov 4
- 7 Machine Learning Evaluations and Cross Validation
- Lecture Slides 7
Week 8
- Nov 11
- Veterans Day! No class
Week 9
- Nov 18
- 8 Symposium 1
- Lecture Mini Announcements
Week 10
- Nov 25
- Thanksgiving Break No class
Week 11
- Dec 2
- 9 Symposium 2
- Lecture Mini Announcements
- Dec 6
- 10 Reflection
- Survey DeCal Feedback Reflection (Due 12/06)