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Neuromatch Academy Tutorial Materials

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

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W0D1 - Python Workshop1

YouTube Playlist

Run View
Tutorial 1 Open In Colab View the notebook

W0D2 - Python Workshop2

YouTube Playlist

Run View
Tutorial 1 Open In Colab View the notebook

W1D1 - Model Types

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading | TA

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook
Tutorial 3 Open In Colab View the notebook

W1D2 - Modeling Practice

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading | TA

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook

W1D3 - Model Fitting

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook
Tutorial 3 Open In Colab View the notebook
Tutorial 4 Open In Colab View the notebook
Tutorial 5 Open In Colab View the notebook
Tutorial 6 Open In Colab View the notebook

W1D4 - Machine Learning

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook

W1D5 - Dimensionality Reduction

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook
Tutorial 3 Open In Colab View the notebook
Tutorial 4 Open In Colab View the notebook

W2D1 - Bayesian Statistics

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook
Tutorial 3 Open In Colab View the notebook
Tutorial 4 Open In Colab View the notebook

W2D2 - Linear Systems

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook
Tutorial 3 Open In Colab View the notebook
Tutorial 4 Open In Colab View the notebook

W2D3 - Decision Making

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook
Tutorial 3 Open In Colab View the notebook

W2D4 - Optimal Control

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook

W2D5 - Reinforcement Learning

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook
Tutorial 3 Open In Colab View the notebook
Tutorial 4 Open In Colab View the notebook

W3D1 - Real Neurons

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook
Tutorial 3 Open In Colab View the notebook
Tutorial 4 Open In Colab View the notebook

W3D2 - Dynamic Networks

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook

W3D3 - Network Causality

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook
Tutorial 3 Open In Colab View the notebook
Tutorial 4 Open In Colab View the notebook

W3D4 - Deep Learning1

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook
Tutorial 3 Open In Colab View the notebook

W3D5 - Deep Learning2

YouTube Playlist

Slides: Intro | Tutorials | Outro | Reading

Run View
Tutorial 1 Open In Colab View the notebook
Tutorial 2 Open In Colab View the notebook
Tutorial 3 Open In Colab View the notebook