README.md

Neuromatch Academy Tutorial Materials

W1D1 | W1D2 | W1D3 | W1D4 | W1D5 | W2D1 | W2D2 | W2D3 | W2D4 | W2D5 | W3D1 | W3D2 | W3D3 | W3D4 | W3D5

W0D1 - Python Workshop1

YouTube Playlist

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Tutorial 1

W0D2 - Python Workshop2

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Tutorial 1

W1D1 - Model Types

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Slides: Intro | Tutorials | Outro | Reading | TA

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Tutorial 1
Tutorial 2
Tutorial 3

W1D2 - Modeling Practice

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Slides: Intro | Tutorials | Outro | Reading | TA

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Tutorial 1
Tutorial 2

W1D3 - Model Fitting

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Slides: Intro | Tutorials | Outro | Reading

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Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4
Tutorial 5
Tutorial 6

W1D4 - Machine Learning

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Slides: Intro | Tutorials | Outro | Reading

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Tutorial 1
Tutorial 2

W1D5 - Dimensionality Reduction

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Slides: Intro | Tutorials | Outro

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Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4

W2D1 - Bayesian Statistics

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Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4

W2D2 - Linear Systems

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Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4

W2D3 - Decision Making

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Tutorial 1
Tutorial 2
Tutorial 3

W2D4 - Optimal Control

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Tutorial 1
Tutorial 2

W2D5 - Reinforcement Learning

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Tutorial 1
Tutorial 2
Tutorial 3

W3D1 - Real Neurons

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Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4

W3D2 - Dynamic Networks

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Tutorial 1
Tutorial 2

W3D3 - Network Causality

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Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4

W3D4 - Deep Learning1

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Tutorial 1
Tutorial 2
Tutorial 3

W3D5 - Deep Learning2

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Tutorial 1
Tutorial 2
Tutorial 3