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useful_links [2020/08/26 10:18]
anderson [Python]
useful_links [2021/10/14 12:26] (current)
anderson [Python]
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 This page will contain links to helpful on-line material. This page will contain links to helpful on-line material.
 +
 +===== Software Installed on CS Network =====
 +
 +[[https://sna.cs.colostate.edu/software/jupyter/|Systems and Network Administration]]
  
 ===== Jobs in Machine Learning ===== ===== Jobs in Machine Learning =====
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 ===== Recent News ===== ===== Recent News =====
-[[https://slideslive.com/neurips|Talks at current NeurIPs]], December, 2019+ 
 +[[https://distill.pub/|Distill]], useful explanations of machine learning concepts. 
 + 
 +[[https://groups.google.com/g/ml-news?pli=1|ML News Google Group]] 
 + 
 +[[https://mailman.srv.cs.cmu.edu/mailman/listinfo/connectionists|Connectionists Mailing List]] 
 + 
 +[[https://towardsdatascience.com/|Towards Data Science, introductions and tutorials related to machine learning]] 
 + 
 +[[https://aitopics.org/class/AI-Alerts|AAAI AI-Alerts]] 
 + 
 +[[https://www.deeplearningweekly.com/|Deep Learning Weekly]] 
 + 
 +[[https://medium.com/topic/machine-learning|Medium: Machine Learning]] 
 + 
 +[[https://thegradient.pub/|The Gradient]] 
 + 
 + 
 +[[https://videos.neurips.cc/|NeurIPS Conference Videos]] 
 + 
 +[[https://www.exponentialview.co/Exponential View Newsletter]] has cool visualizations of data related to many current and future issuessuch as environment and energy.
  
 [[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
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 [[https://www.kaggle.com/benhamner/2016-us-election/|2016 US Elections]] [[https://www.kaggle.com/benhamner/2016-us-election/|2016 US Elections]]
  
-[[https://groups.google.com/forum/#!forum/ml-news|Machine Learning News google group]] 
  
 [[https://groups.google.com/forum/?utm_source=digest&utm_medium=email/#!forum/jupyter|Ipython Notebook (Jupyter) google group]] [[https://groups.google.com/forum/?utm_source=digest&utm_medium=email/#!forum/jupyter|Ipython Notebook (Jupyter) google group]]
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 [[http://www.dataquest.io/blog/images/cheat-sheets/numpy-cheat-sheet.pdf|Numpy Cheat Sheet]] [[http://www.dataquest.io/blog/images/cheat-sheets/numpy-cheat-sheet.pdf|Numpy Cheat Sheet]]
 +
 +[[https://www.tutorialspoint.com/python_pandas/python_pandas_groupby.htm|Tutorial on using groupby and other functions in pandas.]]
  
 [[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://www.youtube.com/watch?v=5mDYijMfSzs|Installing and running python and jupyter notebook on Windows 10]] [[https://www.youtube.com/watch?v=5mDYijMfSzs|Installing and running python and jupyter notebook on Windows 10]]
 +
 +===== IDEs =====
 +
 +[[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://www.jetbrains.com/pycharm/|Pycharm]]
 +
 +[[https://realpython.com/vim-and-python-a-match-made-in-heaven/|Vim]]
 +
 +[[https://realpython.com/emacs-the-best-python-editor/|Emacs]]
 +
 +===== Visualizations in Python =====
 +
 +[[https://pyviz.org/|PyVis]] A nice overview of visualization packages available in python.
  
 ===== Math ===== ===== Math =====
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 ===== Notebook ===== ===== Notebook =====
 +
 +[[https://ljvmiranda921.github.io/notebook/2018/01/31/running-a-jupyter-notebook//|Running your jupyter notebook on a remote machine]]
  
 [[https://github.com/Calysto/notebook-extensions|Spell checking and other extensions]] [[https://github.com/Calysto/notebook-extensions|Spell checking and other extensions]]
useful_links.1598458699.txt.gz · Last modified: 2020/08/26 10:18 by anderson