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| January 25: Welcome! | Notes | |
| January 27: Javascript types | Prompt | Notes |
| January 30: Javascript | Prompt | Notes |
| February 1: SVG | Prompt | Notes |
| February 3: d3 | Prompt | Notes |
| February 6: d3 scales | Prompt | Notes |
| February 8: Loading data, More d3 scales | Prompt | Notes |
| February 10: d3 scales, axes | Prompt | Notes |
| February 13: d3 data join, line plots | Prompt | Notes |
| February 15: d3 maps, projections | Prompt | Notes |
| February 22: d3 maps, choropleths | Prompt | Notes |
| February 24: Perception and usability | Prompt | Notes |
| February 27: Histograms, Poissons, Basketball | Prompt | |
| March 1: Evaluating projects | Prompt | |
| March 3: Colors! | We will have a special guest lecture. | Notes (large PDF file) |
| March 6: Bring your prototype to school day | Be ready to show your nearly completed work. | |
| March 8: Crime wave? | Prompt | Notes |
| March 10: Linear models, loss functions, interaction | Prompt | Notes |
| March 13: Linear models, least squares | Prompt | Notes |
| March 15: Snow day! | Codepen examples of CSS snow | |
| March 17: Project presentations | Projects in order | |
| March 20: Linear regression; Data integration | Prompt | Notes |
| March 22: Gradient updates for linear regression | Prompt | |
| March 24: Naive Bayes, Computational Stylometry | Prompt | |
| March 27: Clustering from fake data | Prompt | |
| March 29: Can we break k-means? | Prompt | |
| March 31: Dragon Dragon Dragon! (k-means on real data, distances, and Voronoi tesselation) | Prompt | |
| April 10: Cosine similarity, LSH | Prompt | |
| April 12: The bootstrap | Prompt | Notes |
| April 14: Randomization and Permutations | Prompt | Notes |
| April 17: Raster graphics, large scale data | Prompt | Notes |
| April 21: Perceptron! | Prompt | Notes |
| April 24: Design and composition | ||
| April 26: Linear algebra | Prompt | Notes |
| April 28: Multi-dimensional Scaling | Prompt | |
| May 1: Force layouts | Prompt | Notes |
| May 3: Networks | Prompt | |
| May 5: 3D for d3 | Prompt | |
| May 8: Project showcase | Schedule | |
| May 10: Summary |