CS545: Machine Learning

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useful_links [2022/08/04 19:42] – created - external edit 127.0.0.1useful_links [2022/09/17 13:32] – [Python] anderson
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 [[https://www.theverge.com/2018/5/7/17316010/fast-ai-speed-test-stanford-dawnbench-google-intel|An AI speed test shows clever coders can still beat tech giants like Google and Intel]], by James Vincent, May 7, 2018 [[https://www.theverge.com/2018/5/7/17316010/fast-ai-speed-test-stanford-dawnbench-google-intel|An AI speed test shows clever coders can still beat tech giants like Google and Intel]], by James Vincent, May 7, 2018
  
 +[[https://lastweekin.ai/?triedSigningIn=true|Last Week in AI]]
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 +[[https://i2kconnect.com/ai-topics/| AAAI AI Alerts]], newsletter on recent AI news
  
 [[http://www.deeplearningweekly.com|Deep Learning Weekly]] newsletter: Check out [[https://nam01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdeeplearningweekly.us16.list-manage.com%2Ftrack%2Fclick%3Fu%3Dde53bead690affb8e9a21de8f%26id%3Dd826406963%26e%3Dd3d9a16e4c&data=02%7C01%7Cchuck.anderson%40colostate.edu%7C00f48b8f22284fee6d3808d76858d23b%7Cafb58802ff7a4bb1ab21367ff2ecfc8b%7C0%7C0%7C637092603010658440&sdata=c9K39Cd5Z94jfmRaX5wpweTcJncBiqliCz7QBywv8KE%3D&reserved=0|this Nov, 2019 video by Andrej Karpathy]], Head of AI at Tesla, summarizing Tesla's deep learning approach to self-driving cars. [[http://www.deeplearningweekly.com|Deep Learning Weekly]] newsletter: Check out [[https://nam01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdeeplearningweekly.us16.list-manage.com%2Ftrack%2Fclick%3Fu%3Dde53bead690affb8e9a21de8f%26id%3Dd826406963%26e%3Dd3d9a16e4c&data=02%7C01%7Cchuck.anderson%40colostate.edu%7C00f48b8f22284fee6d3808d76858d23b%7Cafb58802ff7a4bb1ab21367ff2ecfc8b%7C0%7C0%7C637092603010658440&sdata=c9K39Cd5Z94jfmRaX5wpweTcJncBiqliCz7QBywv8KE%3D&reserved=0|this Nov, 2019 video by Andrej Karpathy]], Head of AI at Tesla, summarizing Tesla's deep learning approach to self-driving cars.
  
 +[[https://www.youtube.com/watch?v=aircAruvnKk|3Blue1Brown]] great youtube videos on neural networks.
  
  
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 [[https://www.tutorialspoint.com/python_pandas/python_pandas_groupby.htm|Tutorial on using groupby and other functions in pandas.]] [[https://www.tutorialspoint.com/python_pandas/python_pandas_groupby.htm|Tutorial on using groupby and other functions in pandas.]]
 +
 +[[https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf|Pandas Cheat Sheet]],  very handy two pager.
  
 [[https://adventuresinmachinelearning.com/neural-networks-tutorial/|Neural Networks Tutorial]] (excellent introduction to neural nets with python and numpy) [[https://adventuresinmachinelearning.com/neural-networks-tutorial/|Neural Networks Tutorial]] (excellent introduction to neural nets with python and numpy)
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 [[https://medium.com/dsights/visual-studio-code-for-data-science-the-more-i-use-more-i-like-ac668731dbb5|Visual Studio Code for Data Science]] [[https://medium.com/dsights/visual-studio-code-for-data-science-the-more-i-use-more-i-like-ac668731dbb5|Visual Studio Code for Data Science]]
 +
 +[[https://medium.com/codex/how-to-debug-jupyter-notebooks-in-visual-studio-code-3d36039c6f86|How to Debug Jupyter Notebooks in Visual Studio Code]]
  
 [[https://www.jetbrains.com/pycharm/|Pycharm]] [[https://www.jetbrains.com/pycharm/|Pycharm]]
useful_links.txt · Last modified: 2023/10/16 11:31 by 127.0.0.1