Skip to article frontmatterSkip to article content
Site not loading correctly?

This may be due to an incorrect BASE_URL configuration. See the MyST Documentation for reference.

Course Schedule

Week 1 - Python Fundamentals
Mon, Jun 22Lecture

Logistics and Control Structures

📚 Lesson 📂 Slides 🎥 Recording
Wed, Jun 24Lecture

File Processing

📚 Lesson 📂 Slides 🎥 Recording
Thu, Jun 25Section

Python Review

💻 Code 📂 Slides 🔎 Check-in
Practice

Programming Practice 1

💻 Code 📨 Submit
Due Thu, Jul 2
Fri, Jun 26Lecture

Data Structures

📚 Lesson 📂 Slides 🎥 Recording
Homework

HW1 - Processing

📝 Specification 💻 Code 📨 Submit
Due Fri, Jul 3
Week 2 - Pandas Fundamentals
Mon, Jun 29Lecture

CSV Data

📚 Lesson 📂 Slides 🎥 Recording
Wed, Jul 1Lecture

Dataframes

📚 Lesson 📂 Slides 🎥 Recording
Thu, Jul 2Section

Pandas Review

💻 Code 📂 Slides 🔎 Check-in
Practice

Programming Practice 2

💻 Code 📨 Submit
Due Thu, Jul 9
Fri, Jul 3No ClassIndependence Day
Homework

HW2 - Pokemon

📝 Specification 💻 Code 📨 Submit
Due Fri, Jul 10
Week 3 - Data and Graphing
Mon, Jul 6LectureGroupby and Indexing
Wed, Jul 8LectureData Visualization
Thu, Jul 9SectionVisualizations Review
Fri, Jul 10LectureData Literacy and Communications
HomeworkHW3 - EducationDue Fri, Jul 17
Week 4 - Objects and Classes
Mon, Jul 13LectureObjects
Wed, Jul 15LectureInheritance
Thu, Jul 16SectionObjects Review
Fri, Jul 17LectureGraphs and Networks
HomeworkHW4 - NetworksDue Fri, Jul 31
Week 5 - Data Science in Practice
Mon, Jul 20LectureData and Privacy
Wed, Jul 22LectureVersion Control
Thu, Jul 23SectionProject Check-in
Fri, Jul 24LectureHumanistic Computing
Week 6 - Geospatial Data and Plotting
Mon, Jul 27LectureGeospatial Data
Wed, Jul 29LectureDissolve, Intersect, and Join
Thu, Jul 30SectionGeospatial Data Review
Fri, Jul 31LectureNumpy
HomeworkHW5 - MappingDue Fri, Aug 14
Week 7 - Statistics and Machine Learning
Mon, Aug 3LectureStatistical Testing
Wed, Aug 5LectureIntro to Machine Learning
Thu, Aug 6SectionMachine Learning Review
Fri, Aug 7LectureMachine Learning Evaluation
Week 8 - More Machine Learning
Mon, Aug 10LectureConvolutions
Wed, Aug 12LectureNeural Networks
Thu, Aug 13SectionProject Check-in
Fri, Aug 14LectureLanguage Models
Week 9 - Applications and Conclusion
Mon, Aug 17LectureApplications I
Wed, Aug 19LectureApplications II
Thu, Aug 20SectionTA's Choice
Fri, Aug 21LectureConclusion and Next Steps
CSE 163
Syllabus