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  • Syllabus
  • Course Schedule
  • Publicly Available Datasets
  • Compute Resources
  • Assignments
    • Assignment 1: Cell Classification
    • Assignment 2: Preliminary Proposal and Dataset Exploration
    • Assignment 3: Project Proposal
    • Assignment 4a: Celltype classification redux
    • Assignment 4b: Protein sequence modeling
    • Assignment 5: Progress Report
    • Final Presentation
    • Final Report
  • Course Notebooks
    • Data Science in Python
    • Images as Data
    • Sequences
    • The Linear Classifier
    • TensorFlow Data
    • Image classification with TensorFlow
    • Optimizers
    • Vision Models
      • Spot Detection
      • Vision Models: Cell Segmentation
  • Repository
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  • Open issue
  • .md

Course Notebooks

Course Notebooks#

  • Data Science in Python
  • Images as Data
  • Sequences
  • The Linear Classifier
  • TensorFlow Data
  • Image classification with TensorFlow
  • Optimizers
  • Vision Models
    • Spot Detection
    • Vision Models: Cell Segmentation

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Final Report

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Data Science in Python

By David Van Valen, Morgan Schwartz and Rohit Dilip

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