Learning: Difference between revisions
(Created page with "=Learning= [https://www.youtube.com/watch?v=Rdpbnd0pCiI Two Minute Papers] Right Click -> Links -> MooCs ==Scala== [https://www.coursera.org/learn/progfun1/home/week/1 Func...") |
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<strike>[http://online.stanford.edu/course/how-to-learn-math-for-students-s14 HOW TO LEARN MATH: FOR STUDENTS]</strike> |
<strike>[http://online.stanford.edu/course/how-to-learn-math-for-students-s14 HOW TO LEARN MATH: FOR STUDENTS]</strike> |
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=Programming= |
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[https://www.youtube.com/watch?v=HtSuA80QTyo Algorithmic thinking] |
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[http://livestream.com/khronosgroup/sig2016/videos/131128035 Vulkan Talks] |
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==GameDev== |
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[http://ithare.com/64-network-dos-and-donts-for-game-engine-developers-part-i-client-side/ Part I: Client Side of 64 Network DO’s and DON’Ts for Game Engine Developers] |
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[https://www.reddit.com/r/gamedev/comments/4xj1tz/game_economy_designers/ Game Economy Designers] |
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==MachineLearning== |
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[http://tparser.org/machine-learning Udemy] |
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[https://www.youtube.com/user/sentdex/videos sentdex] |
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[http://www.kdnuggets.com/2015/11/seven-steps-machine-learning-python.html/2 7 Steps to Mastering Machine Learning With Python] - "From classification, we look at continuous numeric prediction" |
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[https://www.cs.cmu.edu/~ninamf/courses/601sp15/lectures.shtml Carnegie Mellon University Course] |
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[https://www.coursera.org/learn/machine-learning/home/week/1 Coursera] |
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[http://www.holehouse.org/mlclass/ Stanford Machine Learning Unofficial Notes] |
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[https://classroom.udacity.com/courses/ud730/lessons/6370362152/concepts/71191606550923# Udacity Deep learning] |
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[https://gab41.lab41.org/the-10-algorithms-machine-learning-engineers-need-to-know-f4bb63f5b2fa#.nt3w9t23o The 10 Algorithms Machine Learning Engineers Need to Know] |
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[https://www.youtube.com/watch?v=i8FNO8r7PaE Machine learning for algorithmic trading w/ Bert Mouler] |
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[https://www.youtube.com/watch?v=--eZESmJBXQ neural aesthetic @ schoolofma :: 10 convnet applications] |
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[https://www.youtube.com/watch?v=ZoPt8R6F6LI artwithML] |
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[https://www.youtube.com/playlist?list=PLg7f-TkW11iX3JlGjgbM2s8E1jKSXUTsG Royal Society on Machine Learning] |
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[https://www.reddit.com/r/MachineLearning/ /r/machinelearning] |
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[https://www.youtube.com/channel/UCZ0aNXTeyZK1D-_ZdQXyPhA Evolving AI Lab] [http://www.evolvingai.org/ EvolvingAI.org] |
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[https://www.youtube.com/channel/UC9OeZkIwhzfv-_Cb7fCikLQ DeepLearning.TV] - Watched as on 2016 Aug 13 |
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<strike>[https://www.youtube.com/watch?v=sEciSlAClL8 Tensorflow and deep learning, without a PhD, Martin Gorner, Google]</strike> |
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===TensorFlow=== |
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[https://www.youtube.com/watch?v=U0ACP9J8vOU Deep Learning With Python & Tensorflow - PyConSG 2016] |
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[https://www.youtube.com/watch?v=vQtxTZ9OA2M Intro to ML and TensorFlow Tutorial] |
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[https://github.com/aymericdamien/TensorFlow-Examples TensorFlow Examples] |
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[https://steemit.com/tensorflow/@seojoeschmo/the-ultimate-list-of-tensorflow-resources-books-tutorials-libraries-and-more The Ultimate List of TensorFlow Resources: Books, Tutorials, Libraries and More] |
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[https://github.com/terryum/TensorFlow_Exercises TensorFlow_Exercises] |
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[http://stackoverflow.com/questions/33759623/tensorflow-how-to-restore-a-previously-saved-model-python Tensorflow: How to restore a previously saved model] |
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==Distributed== |
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[https://fixingtao.com/2016/06/how-to-create-a-fairly-decentralized-commenting-system/ How To Create A Fairly Decentralized Commenting System] |
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==Finance== |
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Scrape from PDF? |
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Marge CUA emails with paypal ones (but not all will be paypal payments and the CUA emails don't give details, probably useless). |
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<strike>Implement Vault (passwd?)</strike> |
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==Reactive== |
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https://github.com/evancz/elm-architecture-tutorial/ |
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http://elm-lang.org/ via https://news.ycombinator.com/item?id=10746533 |
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=Talks= |
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[https://www.youtube.com/watch?v=zreqHzANvvw 21st Century Software Testing, David MacIver, Hypothesis] |
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Clean Code |
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[https://www.youtube.com/channel/UCBgVi8c3KJM8icGtbAZI00A Michail S] |
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[https://www.youtube.com/channel/UC5gLmcFuvdGbajs4VL-WU3g Risc-V] |
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[https://www.youtube.com/watch?v=EA-wcFtUBE4#t=956.568506 Programming a new reality | Neil Gershenfeld | TEDxCERN] |
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[https://www.youtube.com/watch?v=vQXAsdMa_8A Towards General Artificial Intelligence (Google rat level AI)] |
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[http://www.iftf.org/our-work/people-technology/ IFTF future stuff] |
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[https://www.youtube.com/watch?v=CAfagNmIeOE&feature=youtu.be IPFS] |
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[http://www.algorist.com/ Algorithms] |
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[http://www.decentralizedweb.net/ Decentralised Web] 1:15h day 2 |
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[https://www.youtube.com/channel/UC0Rh1u-lL-obRh_Zo_Abt-Q/videos?view=0&shelf_id=0&sort=dd OOPSLA splash2015] |
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[http://pytube.org/ pytube] |
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[https://www.youtube.com/watch?v=l_HBRhcgeuQ PyPy talk] |
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[https://vimeo.com/130812156 XP2015] [http://www.xp2015.org/ XP2015] |
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[https://www.youtube.com/watch?v=8Dk2iVlc67M Camlistore] |
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[https://www.youtube.com/channel/UC9ZNrGdT2aAdrNbX78lbNlQ Golang UK Conference 2015] |
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[https://www.infoq.com/presentations/pony?utm_source=infoq&utm_medium=videos_homepage&utm_campaign=videos_row1 Using Pony for Fintech] |
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[https://vimeo.com/61576198 Idris] |
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[https://kat.cr/user/nex_xen/ This guys uploads!] [https://kat.cr/user/trancedude/ Also this guy] |
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[https://vimeo.com/ndcconferences/videos NDC Conference] |
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[https://www.youtube.com/watch?v=3ORpi2MMJrA&list=PLav2klOnTUlN6UynNT-_8hTs1FtF0fGbl&index=2 Next System] |
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[https://www.youtube.com/playlist?list=PLav2klOnTUlN6UynNT-_8hTs1FtF0fGbl Tau-Chian] |
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[https://gist.github.com/staltz/868e7e9bc2a7b8c1f754 The introduction to Reactive Programming you've been missing] |
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[http://fsharpforfunandprofit.com/rop/ Railway Orientated Programming] |
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[http://fsharpforfunandprofit.com/ddd/ Domain Driven Design with the F# Type System] |
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[https://www.youtube.com/channel/UCCBVCTuk6uJrN3iFV_3vurg Devoxx] |
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[https://www.youtube.com/watch?v=e4MT_OguDKg Design Patterns in the Light of Lambda Expressions] |
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[https://www.youtube.com/channel/UCwTD5zJbsQGJN75MwbykYNw PyCon2016] |
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[https://www.youtube.com/watch?v=uBjoTxosSys Go Tooling] |
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[https://www.youtube.com/watch?v=Ng8m5VXsn8Q Go: Object Oriented and Concurrent (just not the usual way)] |
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[https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA Goto;] |
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[https://www.youtube.com/user/gnbitcom/videos gnbitcom] |
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[https://www.youtube.com/user/MarakanaTechTV/videos NewCircle Training] |
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[https://www.youtube.com/channel/UCis5B3Zru-vymPRcbpM1NEA/videos?shelf_id=0&sort=dd&view=0 Build Stuff] |
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[https://www.youtube.com/channel/UC_QIfHvN9auy2CoOdSfMWDw/videos Strange Loop] |
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[https://www.youtube.com/channel/UCJhay24LTpO1s4bIZxuIqKw/videos ACCU Conference] |
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[http://www.future-programming.org/2015/programSPLASH.html Future Programming Workshop - SPLASH] |
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[http://www.future-programming.org/2015/programSL.html Future Programming Workshop - Strange Loop] |
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[https://github.com/sean-parent/sean-parent.github.io/wiki/Papers-and-Presentations Sean Parent] |
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[https://www.reddit.com/r/contalks r/Contalks] |
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[https://www.youtube.com/channel/UCOjD18EJYcsBog4IozkF_7w PyData] |
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[https://www.youtube.com/channel/UCMk1sRo1hnTLMA3kpn6BVKg/videos FlowCon] |
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[https://www.youtube.com/user/GoogleDevelopers/videos Google Developers] |
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Revision as of 05:49, 16 August 2016
Learning
Right Click -> Links -> MooCs
Scala
Functional Programming Principles in Scala
Functional Program Design in Scala
Big Data Analysis with Scala and Spark
Statistical Learning
Finance
Math
Harvard Course of Abstract Algebra (apparently goes well with the Artin book)
Particle Physics stuff Notes List ep1
This guide to imaginary numbers
Complex Numbers - This channel in a few weeks
HOW TO LEARN MATH: FOR STUDENTS
Programming
GameDev
Part I: Client Side of 64 Network DO’s and DON’Ts for Game Engine Developers
MachineLearning
7 Steps to Mastering Machine Learning With Python - "From classification, we look at continuous numeric prediction"
Carnegie Mellon University Course
Stanford Machine Learning Unofficial Notes
The 10 Algorithms Machine Learning Engineers Need to Know
Machine learning for algorithmic trading w/ Bert Mouler
neural aesthetic @ schoolofma :: 10 convnet applications
Royal Society on Machine Learning
Evolving AI Lab EvolvingAI.org
DeepLearning.TV - Watched as on 2016 Aug 13
Tensorflow and deep learning, without a PhD, Martin Gorner, Google
TensorFlow
Deep Learning With Python & Tensorflow - PyConSG 2016
Intro to ML and TensorFlow Tutorial
The Ultimate List of TensorFlow Resources: Books, Tutorials, Libraries and More
Tensorflow: How to restore a previously saved model
Distributed
How To Create A Fairly Decentralized Commenting System
Finance
Scrape from PDF?
Marge CUA emails with paypal ones (but not all will be paypal payments and the CUA emails don't give details, probably useless).
Implement Vault (passwd?)
Reactive
https://github.com/evancz/elm-architecture-tutorial/
http://elm-lang.org/ via https://news.ycombinator.com/item?id=10746533
Talks
21st Century Software Testing, David MacIver, Hypothesis
Clean Code
Programming a new reality | Neil Gershenfeld | TEDxCERN
Towards General Artificial Intelligence (Google rat level AI)
Decentralised Web 1:15h day 2
This guys uploads! Also this guy
The introduction to Reactive Programming you've been missing
Railway Orientated Programming
Domain Driven Design with the F# Type System
Design Patterns in the Light of Lambda Expressions
Go: Object Oriented and Concurrent (just not the usual way)
Future Programming Workshop - SPLASH