El Camino College Modules Workbook

Welcome! This site presents the modules completed by the UC Berkeley team to be taught at El Camino College!

• El Camino College Showcase
• Artificial Intelligence
  • When AI Learns the Wrong Thing: Auditing Name Bias in a Salary Prediction Model
  • Intro to API Keys and Chatbots
  • Build Your Own ChessFly Model
  • ChessFly: a fruit-fly brain map that plays chess
  • Build your own fly-based chess model
  • From a Fruit Fly Brain Map to an AI Model
  • Introduction to AI and LLM Technologies
• Biology
  • Environmental Justice
  • Investigating Cancer Genomics: Mutation Patterns and Patient Outcomes
  • Introduction to Jupyter Notebooks
  • 1 PCR Data Analysis using Wastewater Monitoring
  • Enzyme Variation and Drug Metabolism
  • [MCB 50] MRSA Data Analysis
  • MRSA Data Analysis
  • 1) Load the data
  • MRSA Data Analysis
  • MRSA Data Analysis
  • Identifying Polar and Non-Polar Bonds
• Biotech
  • Investigating Cancer Genomics: Mutation Patterns and Patient Outcomes
  • Biomanufacturing Process Analysis: Producing Enzymes and Biological Products
  • U.S. Small Business Association
• Business
  • Introduction to Jupyter Notebooks and Marketing Analytics
  • U.S. Small Business Association
• Calculus
  • Understanding Partial Fraction Decomposition
  • Partial Fractions
  • Riemann Sum
  • Exploring Riemann Sums: Approximating the Area Under a Curve
• Chemistry
  • Visualizing Atomic Orbitals Using Programming
• Child Development
  • Exploring Prenatal Risk Factors Across Different States and Over Time Through PRAMS Data
• Computer Information Systems
  • How Do AI Systems Make Ethical Decisions?
  • How Do AI Systems Make Ethical Decisions?
  • AI Trolley Problem Interactive Notebook
  • Getting Started with Python!
  • Order to Delivery (OTD) Time Forecasting
  • Order to Delivery (OTD) Time Forecasting
  • Order to Delivery (OTD) Time Forecasting
  • Predictive Utility Asset Health Maintanence
  • Anonymize the photographs by Blurring Out Facial Identities
  • Week 10 Lab Inferencing On Edge
  • Week - 11 Demand Forecasting [Store Sales Prediction]
  • Visual Quality Control Inspections
  • From Checkout to Quantum Risk
  • AI in Information Systems
  • Introduction to Databases and SQL
  • Introduction to Jupyter and Python
  • Lab: Stock Market Analysis — Part 1
  • Lab: Stock Market Analysis — Part 2
  • Excel to Pandas (Zillow) - Advanced Operations
  • Excel to Pandas Transition (Zillow Dataset) - Basic
  • Excel to Pandas (Zillow): Practice Exercises
  • Excel to Pandas (Zillow) — Instructor solutions
• CS 9
  • [El Camino College] Notebook: CalEnviroScreen Exploration
  • Lab: Linear Regression Modeling and Sklearn
  • CE S1 Intro
  • CE S2 Comm Coll
  • CES Mapping
  • Project 1
  • Project 2: Cal EnviroScreen
  • The Stanford Open Policing Project
• Ethnic Studies
  • Incarceration and Race
  • Otter
  • Introduction to Jupyter Notebooks and Python
  • Race and Health
• Music
  • How has music changed over time—by genre? (Spotify snapshot)
  • How has “rock” sounded over time? (data snapshot)
  • Jazz Licks: Hear It, See It, Compare It
• Physics
  • Lab: Single-Molecule Kinetics — PKA–ATP Binding
  • Lab: Single-Molecule Kinetics — PKA–ATP Binding
• Psychology
  • InvJNB: Are Emily and Greg More Employable Than Lakisha and Jamal?
  • InvJNB: Are Emily and Greg More Employable Than Lakisha and Jamal?
  • InvJNB: Why Are Soccer Stars Born in January?
  • InvJNB: Why Are Soccer Stars Born in January?
• Sociology
  • Incarceration and Race
  • Environmental Justice
  • Introduction to Jupyter Notebooks and Python
  • Race and Health
• Statistics
  • ANOVA
  • Content Overview
  • Introduction: Representation in Data
  • Hypothesis Testing with One Sample
  • Hypothesis Testing with One Sample (Instructor — solutions filled in)
  • Linear Regression and Correlation
  • Linear Regression and Correlation (Instructor — solutions filled in)
  • Discrete Probability Distribution
  • Sampling Distributions & Central Limit Theorem
  • Sampling Distributions & Central Limit Theorem