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All Projects → bcs-iitk → Bcs_workshop_apr_20

bcs-iitk / Bcs_workshop_apr_20

Licence: mit
Workshop on basic machine learning, computational modeling, psychophysics, basic data analysis and experiment design

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python
139335 projects - #7 most used programming language

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jupyter-notebookmachine-learningtensorflowdata-analysisworkshop

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Brain and Cognitive Society Online Workshop Apr '20

This repository contains all the lectures and workshop materials for the workshop conducted during March-April 2020. The goal of this workshop is to teach the basics of different technical skills needed for studying brain science to reverse engineer human brain/intelligence to create more general and intelligent AI's for the future world. It covers a range of topics, including:

  • Basic Machine Learning
  • Computational Modeling
  • Psychophysics, Data Analysis and Experiment Design

The lectures and workshop materials are a combination of links to different online resources plus some additional materials created by Brain and Cognitive Society, IIT Kanpur. Assignments were created by Brain and Cognitive Society, IIT Kanpur.

The complete schedule of the workshop is here

Lecture Materials and Resources:

Topics Links
Basic Python LINK
Machine Learning LINK
Computational Modeling LINK
Psychophysics LINK

References to Lecture Materials and Resources:

License

Licensed under MIT license. Please reference this github repo if used any of the assignment or lecture material created by Brain and Cognitive Society, IIT Kanpur

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].