README.md

Neuromatch Academy Tutorial Materials

W0D0 | W0D1 | W0D2 | W0D3 | W0D4 | W0D5 | W1D1 | W1D2 | W1D3 | W1D4 | W1D5 | W2D1 | W2D2 | W2D3 | W2D4 | W3D1 | W3D2 | W3D3 | W3D4 | W3D5

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W0D0 - Neuro Video Series

	Run	View
Tutorial 1
Tutorial 10
Tutorial 11
Tutorial 12
Tutorial 2
Tutorial 3
Tutorial 4
Tutorial 5
Tutorial 6
Tutorial 7
Tutorial 8
Tutorial 9

W0D1 - Python Workshop1

	Run	View
Tutorial 1

W0D2 - Python Workshop2

	Run	View
Tutorial 1

W0D3 - Linear Algebra

	Run	View
Tutorial 1
Tutorial 2
Tutorial 3
Outro

W0D4 - Calculus

	Run	View
Tutorial 1
Tutorial 2
Tutorial 3
Outro

W0D5 - Statistics

	Run	View
Tutorial 1
Tutorial 2
Outro

W1D1 - Model Types

Slides: Intro | Tutorials | Outro | Reading | TA

	Run	View
Intro
Tutorial 1
Tutorial 2
Tutorial 3
Outro

Further Reading)

W1D2 - Modeling Practice

Slides: Intro | Tutorials | Outro | Reading | TA

	Run	View
Intro
Tutorial 1
Outro

W1D3 - Model Fitting

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4
Tutorial 5
Tutorial 6
Outro

Further Reading)

W1D4 - Generalized Linear Models

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Outro

Further Reading)

W1D5 - Dimensionality Reduction

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4
Outro

Further Reading)

W2D1 - Deep Learning

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Tutorial 3
Outro

Further Reading)

W2D2 - Linear Systems

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4
Outro

Further Reading)

W2D3 - Biological Neuron Models

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4
Outro

Further Reading)

W2D4 - Dynamic Networks

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Outro

Further Reading)

W3D1 - Bayesian Decisions

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Tutorial 3
Outro

Further Reading)

W3D2 - Hidden Dynamics

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4
Outro

Further Reading)

W3D3 - Optimal Control

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Outro

Further Reading)

W3D4 - Reinforcement Learning

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4
Outro

Further Reading)

W3D5 - Network Causality

Slides: Intro | Tutorials | Outro | Reading

	Run	View
Intro
Tutorial 1
Tutorial 2
Tutorial 3
Tutorial 4
Outro

Further Reading)