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--- useful_links [2016/02/03 13:46]
anderson [Current News in Machine Learning]
+++ useful_links [2017/04/18 13:40]
anderson [Python]
@@ Line 2: / Line 2: @@
 This page will contain links to helpful on-line material.
+===== Recent News =====
+[[http://www.appcessories.co.uk/artificial-intelligence/|The State of Artificial Intelligence in 15 Visuals]]
+[[https://sea.ucar.edu/conference/2016|March 14: last day to register for Data Science conference in Boulder]]
+[[http://pir.nlm.nih.gov/challenge/|Pill Image Recognition Challenge]]
+[[https://www.kaggle.com/benhamner/2016-us-election/|2016 US Elections]]
+[[
+http://arstechnica.com/information-technology/2016/03/google-ai-begins-battle-with-humanitys-best-go-player-tonight/|Google AI Begins Battle with Humanity's Best Go Player Tonight]]
+[[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]]
+[[http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html|Mastering the game of Go with deep neural networks and tree search]]
 ===== Python =====
@@ Line 7: / Line 28: @@
 [[http://www.scipy-lectures.org/|Scipy Lecture Notes]]
+[[http://www.dataquest.io/blog/images/cheat-sheets/numpy-cheat-sheet.pdf|Numpy Cheat Sheet]]
+[[https://realpython.com/blog/python/emacs-the-best-python-editor/|Emacs - the Best Python Editor?]]
 ===== Notebook =====
+[[https://github.com/Calysto/notebook-extensions|Spell checking and other extensions]]
 [[http://sourceforge.net/p/jupiter/wiki/markdown_syntax/|Markdown syntax]]
-[[https://github.com/ipython/ipython/wiki/A-gallery-of-interesting-IPython-Notebooks|A Gallery of Interesting Ipython Notebooks on Github]]
+[[https://github.com/jupyter/jupyter/wiki/A-gallery-of-interesting-Jupyter-and-IPython-Notebooks|A Gallery of Interesting Ipython Notebooks on Github]]
-===== Git and GitHub =====
+[[http://nb.bianp.net/|Another gallery of notebooks]]
-[[http://kbroman.org/github_tutorial/|git/github guide a minimal tutorial]]
+[[https://www.kaggle.com/benhamner/d/uciml/iris/python-data-visualizations|Nice tutorial from Kaggle on using pandas and seaborn]]
-[[http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004668|A Quick Introduction to Version Control with Git and GitHub]]
+[[https://github.com/ornlpython/ipython_notebook_101/blob/master/index.ipynb|IPython Notebook 101]]
+===== Reinforcement Learning =====
-===== Current News in Machine Learning =====
+[[http://www.kurzweilai.net/public-beta-of-toolkit-for-developing-machine-learning-for-robots-and-games-released?utm_source=KurzweilAI+Daily+Newsletter&utm_campaign=6b6f7717aa-UA-946742-1&utm_medium=email&utm_term=0_6de721fb33-6b6f7717aa-281946553|OpenAI Gym]]
-[[https://groups.google.com/forum/#!forum/ml-news|Machine Learning News google group]]
+===== Hardware =====
-[[http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html|Mastering the game of Go with deep neural networks and tree search]]
+[[http://www.movidius.com/|Fathom Neural Compute Stick]]
+[[http://www.nvidia.com/object/deep-learning-system.html|NVIDIA DGX-1]], deep learning system
+===== Writing Tips =====
+[[http://withoutbullshit.com/blog/10-top-writing-tips-psychology/|10 top writing tips and the psychology behind them]]
+===== Git and GitHub =====
+[[http://kbroman.org/github_tutorial/|git/github guide a minimal tutorial]]
+[[http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004668|A Quick Introduction to Version Control with Git and GitHub]]

CS440: Introduction to Artificial Intelligence

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