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Course Schedule

Week 0 - Python Fundamentals
Mon, Sept 28No ClassSummer Break
Wed, Sept 30Lecture

Welcome + Control Structures

📚 Lesson 📂 Slides 🎥 Recording
Thu, Oct 1Section

Python Review

💻 Code 📂 Slides
Fri, Oct 2Lecture

Strings and Lists

📚 Lesson 📂 Slides 🎥 Recording ✍️ Review
HomeworkHW1 - ProcessingDue Thu, Oct 8
Week 1 - File and Data Processing
Mon, Oct 5Lecture

File Processing

📚 Lesson 📂 Slides 🎥 Recording ✍️ Review
PracticeProgramming Practice 1Due Mon Oct, 12
Wed, Oct 7Lecture

Data Structures

📚 Lesson 📂 Slides 🎥 Recording ✍️ Review
Thu, Oct 8Section

File I/O and Data Structures

📂 Slides
Fri, Oct 9Lecture

CSV Data

📚 Lesson 📂 Slides 🎥 Recording ✍️ Review
Week 2 - Pandas
Mon, Oct 12Lecture

Data Frames

📚 Lesson 📂 Slides 🎥 Recording ✍️ Review
PracticeProgramming Practice 2Due Sun Oct, 18
HomeworkHomework 2 (Pokemon)Due Tue Oct, 20
Wed, Oct 14Lecture

Groupby and Indexing

📚 Lesson 📂 Slides 🎥 Recording ✍️ Review
Thu, Oct 15SectionPandas and Data Frames
Fri, Oct 16LectureVersion Control
Week 3 - Data Visualization
Mon, Oct 19LectureData Visualization
Wed, Oct 21LectureData Settings
Thu, Oct 22SectionVisualization
Fri, Oct 23LectureLearning Algorithms
Week 4 - Objects
Mon, Oct 26LectureIntro to Objects
Wed, Oct 28LectureMore Ojects
Thu, Oct 29SectionObjects
Fri, Oct 30LectureInheritance & Graphs
Week 5 - Geopandas
Mon, Nov 2LectureGeopandas
Wed, Nov 4LectureDissolve, Intersect, & Join
Thu, Nov 5SectionGeopandas
Fri, Nov 6LectureModel Evaluation
Week 6 - Modeling
Mon, Nov 9LectureNumPy
Wed, Nov 11No ClassVeterans Day
Thu, Nov 12SectionModeling
Fri, Nov 13LectureStaistical Testing
Week 7 - Machine Learning
Mon, Nov 16LectureML Learning
Wed, Nov 18LectureML Evaluation
Thu, Nov 19SectionML Learning
Fri, Nov 20LectureConvolutions
Week 8 - Neural Networks
Mon, Nov 23LectureNeural Networks
Wed, Nov 25No ClassThanksgiving Break!
Thu, May 26No SectionThanksgiving Break!
Fri, Nov 27No ClassThanksgiving Break!
Week 9 - Data Communication & Ethics
Mon, Nov 30LectureData Literacy and Communication
Wed, Dec 2LectureHumanistic Computing
Thu, Dec 3SectionProject Check-in
Fri, Dec 5LectureData Ethics and Privacy
Week 10 - Project Panels
Mon, Dec 7LectureProject Panels
Wed, Dec 9LectureProject Panels
Thu, Dec 10SectionFinal Review
Fri, Dec 11LectureProject Panels
Finals Week
Thur, Dec 17ExamFinal Exam
CSE 163
Syllabus