Intoduction to Python and Data Science
Michigan Mentors Summer 25
Final Project Week
Week 6 (7/28 - 7/31)
Monday July 28
Final Project Discussion
Proposed Datasets
🩺Diabetes / Breast Cancer (Sklearn Toy Datasets)
💸Fake Bills Classification (Kaggle)
🪟Glass Classification (UCI ML Datasets)
🔋Appliances Energy Prediction Kaggle UCI ML Datasets
Tuesday July 29
Machine Learning Part 1 KNN
📄Blank Colab 📝Filled Colab 🍷Wine Google Sheet
Wednesdsay July 30
Machine Learning Part 2 Linear Regression
📄Blank Colab 📝Filled Colab 🏠Houses CSV File
Week 5 (7/21 - 7/24)
Monday July 21
Discussion: Plotly
📄Blank Colab 📝Filled Colab 💼Insurance Google Sheet
Tuesday July 21 / Wednesday July 22
Machine Learning Basics
Thursday July 24
Final Project Intro + Data Cleaning
Week 4 (7/14 - 7/17)
Monday July 14
Discussion: NumPy
Tuesday July 15
Pandas
📜Slides 📝Filled Colab 🐶Dogs Google Sheet
Wednesday July 16
Discussion: Pandas
📄Blank Colab 📝Filled Colab 🎥IMDb CSV File
Thursday July 17
Plotly
📜Slides 📄Blank Colab 📝Filled Colab
Week 3 (7/7 - 7/10)
Monday July 7
Functions
📜Slides 📄Blank Colab 📝Filled Colab
Tuesday July 8
Numpy
Wednesday July 9
Discussion: Functions
Thursday July 10
Resume Building
Week 2 (6/30 - 7/3)
Monday June 30
Lists
📜Slides 📄Blank Colab 📝Filled Colab
Tuesday July 1
Loops
📜Slides 📄Blank Colab 📝Filled Colab
Wednesday July 2
Discussion: Lists and Loops
Thursday July 3
Special Topics: Logic
Week 1 (6/23 - 6/26)
Monday June 23
Hello World
📜Slides 📄Blank Colab 📝Filled Colab
Tuesday June 24
Variables, Operators and Conditionals
📜Slides 📄Blank Colab 📝Filled Colab
Wednesday June 25
Discussion: Variables, Operators and Conditionals
Thursday June 26
Special Topics: Probability