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5. The Breakdown
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Proposal
Design
Methodology
Writing
Exploratory Data Analysis
Exploratory Data Analysis
Index
1. Introduction
2a. Shape of DS problems
2b. Machine Learning
3. The Routine
4. The Setup
4a. Boilerplate
4b. MNIST
4c. Randomness
4d. Dataset
4e. Model
4f. Metrics
4g. Training
4h. Device
4i. Hyperparams
5. The Breakdown
6. The Payoff
7. The Meta
8. EDA for the Meta
8f. Frustrations with The System
The Breakdown
config
data
models
metrics
visualization
experiment
pipeline