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Date Topic
Wed, Jan 14, 2026

First day of classes (Monday classes begin - no MPHY 6120)

(No lecture)
Mon, Jan 19, 2026

MLK Day - No Class

(No lecture)
Tue, Jan 20, 2026Start of Module 0 - Course Introduction & The Field Guide Mindset
Tue, Jan 20, 2026Module 0: Course Introduction & Field Guide Mindset
Wed, Jan 21, 2026Start of Module 1 - Python & Development Environment
Wed, Jan 21, 2026Module 1: Python Environment & Development Setup
Tue, Jan 27, 2026

Course Selection Period Ends

Tue, Jan 27, 2026Module 1: Git, Notebooks & Medical Data Landscape
Wed, Jan 28, 2026Start of Module 2 - Structured Clinical Data & Exploratory Data Analysis
Wed, Jan 28, 2026Homework 1 - Python & Environment Setup is due
Wed, Jan 28, 2026Module 2: Clinical Tabular Data & EDA
Tue, Feb 3, 2026Module 2: Data Cleaning & Preprocessing
Wed, Feb 4, 2026Module 2: Feature Engineering & Class Imbalance
Tue, Feb 10, 2026Start of Module 3 - Medical Imaging Data
Tue, Feb 10, 2026Module 3: DICOM Fundamentals (Guest Lecture)
Wed, Feb 11, 2026Homework 2 - Exploratory Data Analysis & Clinical Data is due
Wed, Feb 11, 2026Module 3: Imaging Coordinate Systems (Guest Lecture)
Tue, Feb 17, 2026Module 3: NIfTI & Research Formats
Wed, Feb 18, 2026Module 3: MONAI Framework
Mon, Feb 23, 2026

Drop Period Ends

Tue, Feb 24, 2026Start of Module 4 - Machine Learning Foundations
Tue, Feb 24, 2026Module 4: ML Foundations — Data Audit & Algorithms
Wed, Feb 25, 2026Homework 3 - DICOM & Medical Imaging Fundamentals is due
Wed, Feb 25, 2026Module 4: ML Foundations — Evaluation, Fairness & Peer Review
Tue, Mar 3, 2026Start of Module 5 - Midterm Project
Tue, Mar 3, 2026Module 5: Midterm Project Kickoff & Data Exploration
Wed, Mar 4, 2026Module 5: Midterm Work Session — Baseline Models (HW4 due Mar 17 with midterm)
Sat, Mar 7, 2026

Spring Break Begins

Tue, Mar 10, 2026

Spring Break - No Class

(No lecture)
Wed, Mar 11, 2026

Spring Break - No Class

(No lecture)
Sun, Mar 15, 2026

Spring Break Ends

Mon, Mar 16, 2026

Classes Resume

Tue, Mar 17, 2026Homework 4 - Clinical ML Consultant is due
Tue, Mar 17, 2026Module 5: Midterm Work Session — Final Prep
Wed, Mar 18, 2026 Midterm Project Due is due
Wed, Mar 18, 2026Midterm Project is due
Wed, Mar 18, 2026Module 5: Midterm Prep + Presentations (2:30 PM)
Mon, Mar 23, 2026

Grade Mode Change Deadline

Tue, Mar 24, 2026Start of Module 6 - Deep Learning: From Neurons to U-Net
Tue, Mar 24, 2026Module 5: Midterm Presentations (Team 3) + Module 6: Neural Networks Intro
Wed, Mar 25, 2026Module 5: Midterm Presentations (Team 4) + Module 6: CNNs & Convolutions
Mon, Mar 30, 2026

Last day to withdraw from a course

Tue, Mar 31, 2026Module 6: Training Deep Learning Models
Wed, Apr 1, 2026Start of Module 7 - Clinical Text & NLP Foundations
Wed, Apr 1, 2026Module 7: Clinical NLP Foundations
Tue, Apr 7, 2026Module 7: Text Processing & Word Embeddings
Wed, Apr 8, 2026Start of Module 8 - Large Language Models in Medicine
Wed, Apr 8, 2026Homework 5 - Deep Learning for Medical Image Classification is due
Wed, Apr 8, 2026Module 8: Transformers & Large Language Models
Tue, Apr 14, 2026Module 8: LLMs in Clinical Settings
Wed, Apr 15, 2026Start of Module 9 - Model Evaluation & Explainability
Wed, Apr 15, 2026Homework 6 - Clinical NLP & Large Language Models is due
Wed, Apr 15, 2026Module 8: Prompting & Retrieval-Augmented Generation
Tue, Apr 21, 2026Start of Module 10 - Governance, Regulatory & Deployment
Tue, Apr 21, 2026Module 9: Model Evaluation, Calibration & Explainability
Wed, Apr 22, 2026Start of Module 11 - Final Projects & Presentations
Wed, Apr 22, 2026Homework 7 - Model Evaluation & Explainability is due
Wed, Apr 22, 2026Module 10: Governance, Regulatory & Deployment
Tue, Apr 28, 2026Module 11: Final Presentations Day 1
Wed, Apr 29, 2026

Last day of classes

Wed, Apr 29, 2026Module 11: Final Presentations Day 2