Intermediate Data Programming - CSE 163 Summer 2026

Course Schedule¶

Week 1 - Python Fundamentals

Mon, Jun 22	Lecture	Logistics and Control Structures 📚 Lesson 📂 Slides 🎥 Recording
Wed, Jun 24	Lecture	File Processing 📚 Lesson 📂 Slides 🎥 Recording
Thu, Jun 25	Section	Python Review 💻 Code 📂 Slides 🔎 Check-in
Thu, Jun 25	Practice	Programming Practice 1 💻 Code 📨 Submit	Due Thu, Jul 2
Fri, Jun 26	Lecture	Data Structures 📚 Lesson 📂 Slides 🎥 Recording
Fri, Jun 26	Homework	HW1 - Processing 📝 Specification 💻 Code 📨 Submit	Due Fri, Jul 3

Week 2 - Pandas Fundamentals

Mon, Jun 29	Lecture	CSV Data 📚 Lesson 📂 Slides 🎥 Recording
Wed, Jul 1	Lecture	Dataframes 📚 Lesson 📂 Slides 🎥 Recording
Thu, Jul 2	Section	Pandas Review 💻 Code 📂 Slides 🔎 Check-in
Thu, Jul 2	Practice	Programming Practice 2 💻 Code 📨 Submit	Due Thu, Jul 9
Fri, Jul 3	No Class	Independence Day (Observed)
Fri, Jul 3	Homework	HW2 - Pokemon 📝 Specification 💻 Code 📨 Submit	Due Fri, Jul 10

Week 3 - Data and Graphing

Mon, Jul 6	Lecture	Groupby and Indexing 📚 Lesson 📂 Slides 🎥 Recording
Mon, Jul 6	Project	Project Part 1 - Proposal 📝 Specification 📨 Submit	Due Sun, Jul 19
Wed, Jul 8	Lecture	Data Visualization 📚 Lesson 📂 Slides 🎥 Recording
Thu, Jul 9	Section	Pandas Review II 💻 Code 📂 Slides 🔎 Check-in
Thu, Jul 9	Practice	Programming Practice 3 💻 Code 📨 Submit	Due Thu, Jul 16
Fri, Jul 10	Lecture	Data Literacy and Communications 📚 Lesson 📂 Slides 🎥 Recording
Fri, Jul 10	Homework	HW3 - Education 📝 Specification 💻 Code 📨 Submit	Due Fri, Jul 17

Week 4 - Objects and Classes

Mon, Jul 13	Lecture	Objects 📚 Lesson 📂 Slides 🎥 Recording
Wed, Jul 15	Lecture	More Objects 📚 Lesson 📂 Slides 🎥 Recording
Thu, Jul 16	Section	Objects Review 📂 Slides 💻 Code 🔎 Check-in
Thu, Jul 16	Practice	Programming Practice 4 💻 Code 📨 Submit	Due Thu, Jul 23
Fri, Jul 17	Lecture	Inheritance and Graphs 📚 Lesson 📂 Slides 🎥 Recording
Fri, Jul 17	Homework	HW4 - Networks 📝 Specifications 💻 Code 📨 Submit	Due Fri, Jul 31

Week 5 - Data Science in Practice

Mon, Jul 20	Lecture	Humanistic Computing 📚 Lesson 📂 Slides 🎥 Recording
Mon, Jul 20	Project	Project Part 2 - Exploratory Data Analysis 📝 Specification 📨 Submit	Due Sun, Aug 2
Wed, Jul 22	Lecture	Version Control 📂 Slides 🎥 Recording
Thu, Jul 23	Section	Git Review and Demo 📂 Slides 🔎 Check-in
Thu, Jul 23	Practice	Programming Practice 5 💻 Code 📨 Submit	Due Thu, Jul 30
Fri, Jul 24	Lecture	Development Environments 📂 Slides 🎥 Recording

Week 6 - Geospatial Data and Plotting

Mon, Jul 27	Lecture	Geospatial Data 📚 Lesson 📂 Slides 🎥 Recording
Wed, Jul 29	Lecture	Dissolve, Intersect, and Join 📚 Lesson 📂 Slides 🎥 Recording
Thu, Jul 30	Section	Geospatial Data Review 📂 Slides 💻 Code 🔎 Check-in
Thu, Jul 30	Practice	Programming Practice 6 💻 Code 📨 Submit	Due Thu, Aug 6
Fri, Jul 31	Lecture	Numpy 📚 Lesson 📂 Slides 🎥 Recording
Fri, Jul 31	Homework	HW5 - Mapping 📝 Specifications 💻 Code 📨 Submit	Due Fri, Aug 14

Week 7 - Statistics and Machine Learning

Mon, Aug 3	Lecture	Statistical Testing 📚 Lesson 📂 Slides 🎥 Recording
Mon, Aug 3	Project	Project Part 3 - Report & Code 📝 Specification 📨 Submit	Due Sun, Aug 16
Wed, Aug 5	Lecture	Intro to Machine Learning 📚 Lesson 📂 Slides 🎥 Recording
Thu, Aug 6	Section	Machine Learning Review 📂 Slides 💻 Code 🔎 Check-in
Thu, Aug 6	Practice	Programming Practice 7 💻 Code 📨 Submit	Due Thu, Aug 13
Fri, Aug 7	Lecture	Machine Learning Evaluation 📚 Lesson 📂 Slides 🎥 Recording

Week 8 - More Machine Learning

Mon, Aug 10	Lecture	Convolutions 📚 Lesson 📂 Slides
Wed, Aug 12	Lecture	Neural Networks 📚 Lesson 📂 Slides
Thu, Aug 13	Section	Project Check-in
Thu, Aug 13	Practice	Programming Practice 8	Due Thu, Aug 20
Fri, Aug 14	Lecture	Language Models

Week 9 - Applications and Conclusion