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A.I. (Artificial Intelligence)
A.I. (Artificial Intelligence)
(7 min.) Siraj Raval – How to Make an Amazing Tensorflow Chatbot Easily
February 18, 2018
431
1
0
(5 min.) Visualizing Your Model Using TensorBoard (2017)
February 25, 2018
479
1
0
(128 min.) IoT, School of AI Antwerp, Traffic, and Belgian Beer with Stig Bosmans || The AI Wizards Show #2
December 23, 2018
570
7
0
(6 min.) DeepMind Publishes StarCraft II Learning Environment | Two Minute Papers #182 (2017)
February 25, 2018
440
1
0
(8 min.) Rachel Thomas – Really Quick Questions with a Fast.AI Researcher
August 19, 2018
628
2
1
(16 min.) Autonomous learning in Deep RL: Overcoming sparse rewards
June 1, 2018
436
2
0
(78 min.) Lisa Feldman Barrett – MIT AGI: How the brain creates emotions
February 24, 2018
812
1
0
(12 min.) DeepMind AlphaFold
January 15, 2019
936
1
0
(15 min.) How Art meets Artificial Intelligence | YQP and Roman Lipski | TEDxMünster (2016)
February 28, 2018
710
1
0
(60 min.) Andrew Ng on Building a Career in Machine Learning
December 17, 2018
1,150
2
0
(3 min.) Day in the Life: Roboticist (2015)
March 3, 2018
436
1
0
(2 min.) Research at NVIDIA: AI Reconstructs Photos with Realistic Results
April 30, 2018
645
1
0
(10 min.) Siraj Raval – Self Driving Cars Explained
May 27, 2018
417
1
0
(11 min.) SQL Database Optimization
October 15, 2018
358
1
0
Keynote (Google I/O ’18)
May 14, 2018
401
1
0
(18 min.) Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow
February 18, 2018
575
1
0
[17 videos] Machine Learning Tutorial in Python
August 7, 2018
501
1
0
(130 min.) Jeff Hawkins: Thousand Brains Theory of Intelligence | Artificial Intelligence (AI) Podcast
July 1, 2019
461
1
0
(6 min.) Siraj Raval – Google I/O Vlog
June 5, 2018
433
2
0
(5 min.) Udacity – Eigenfaces (2015)
April 14, 2018
471
1
0
AGI (Artificial General Intelligence)
AGI (Artificial General Intelligence)
(21 min.) 2029 – Singularity Year – Neil deGrasse Tyson & Ray Kurzweil (2016)
March 4, 2018
534
1
2
John McCarthy (1927-2011): Artificial Intelligence (complete) – Thinking Allowed -Jeffrey Mishlove
March 15, 2018
582
2
0
(12 min.) Dr. James Canton – Machines That Think: The Good, Bad and Scary of A.I. | TEDxMarin
February 28, 2018
443
1
0
(15 min.) Documentary – Humans Need Not Apply (2014)
March 1, 2018
470
1
1
[8 videos] Rob Miles – Concrete Problems in AI Safety (2017)
February 26, 2018
436
1
0
(24 min.) Dr. Ben Goertzel: Exploring the power of Decentralized AI | The Rise of AI Conference (2019)
July 31, 2019
772
2
0
(15 min.) Artificial intelligence & the future of education systems | Bernhard Schindlholzer | TEDxFHKufstein (2016)
February 28, 2018
618
1
0
(15 min.) Ben Goertzel presenting SingularityNET at World BlockChain Forum
May 29, 2018
445
1
0
(83 min.) MIT AGI: Life 3.0 (Max Tegmark)
April 19, 2018
679
1
0
(21 min.) The New Age of Intelligent Machines – Prof. Shimon Ullman
July 3, 2018
462
1
0
(26 min.) Exploring Sophia’s multiple intelligences
November 5, 2018
377
2
0
(12 min.) Artificial intelligence – a human technology? | Jim Tørresen | TEDxOslo (2017)
February 28, 2018
794
1
0
(9 min.) Artificial Intelligence : Friend or Foe | Shrish Janarthanan | TEDxYouth@DubaiCollege
March 22, 2018
411
1
0
(56 min.) MIT AGI: Autonomous Weapons Systems Policy (Richard Moyes)
April 17, 2018
517
1
0
(9 min.) Michael Osborne – Millions May lose Their Jobs To AI
February 26, 2018
423
1
0
(16 min.) Andrew Zeitler – The Truth Behind Artificial Intelligence | TEDxStMaryCSSchool (2017)
February 28, 2018
600
1
0
(1 min.) Garry Kasparov: Open-Ended AI
March 16, 2018
432
1
0
(11 min.) Artificial Intelligence vs humans | Jim Hendler | TEDxBaltimore (2015)
February 28, 2018
413
1
0
(1 min.) Sophia the Robot Recruits Humans for SingularityNET!!
September 21, 2018
580
2
0
(130 min.) Jeff Hawkins: Thousand Brains Theory of Intelligence | Artificial Intelligence (AI) Podcast
July 1, 2019
461
1
0
Courses
Courses
[LIVE] Google Dopamine
September 12, 2018
1,049
2
0
[Playlist] DeepMind – Advanced Deep Learning & Reinforcement Learning
November 28, 2018
609
2
0
[Playlist] deeplizard – Machine Learning & Deep Learning Fundamentals
July 14, 2018
582
2
0
(4 min.) AI Courses by OpenCV.org
May 22, 2019
459
2
0
(45 min.) TensorFlow 101 (Really Awesome Intro Into TensorFlow)
February 18, 2018
774
1
1
[23 videos] Cognitive Class – Machine Learning [Full Course] (2017)
April 9, 2018
754
2
1
[Playlist] sentdex – Reinforcement Learning
July 1, 2019
410
1
0
(11 min.) Sensor Networks
September 11, 2018
384
2
0
(10 min.) Using LSTM Recurrent Neural Networks for Music Generation (2015)
February 28, 2018
545
1
1
(18 min.) Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow
February 18, 2018
575
1
0
(1 min.) Move 37 Teaser Trailer
August 24, 2018
446
1
0
[19 videos] Lecture Collection | Natural Language Processing with Deep Learning (2017)
February 20, 2018
633
1
1
(45 min.) Luis Serrano – Machine Learning: Testing and Error Metrics
February 19, 2018
380
1
0
[9 videos] Siraj Raval – Machine Learning for Hackers
February 20, 2018
810
1
0
[7 videos] Siraj Raval – Game Bots
February 20, 2018
406
1
0
(10 min.) How optimization for machine learning works, part 1
October 15, 2018
304
1
0
[18 videos] Coding Tech – Python
February 22, 2018
469
1
0
(21 min.) Deep Learning with Python, TensorFlow, and Keras tutorial
August 12, 2018
419
2
0
[11 videos] Brandon Rohrer – Machine Learning, Deep Learning and Data Science talks (2016-2017)
February 27, 2018
496
1
0
(20 min.) Naive Bayes classifier: A friendly approach
February 11, 2019
349
1
0
Machine Learning
Machine Learning
(12.5 min.) Siraj Raval – AI for Resumes
May 14, 2018
577
2
0
[19 videos] TensorFlow Dev Summit 2017
March 1, 2018
476
1
0
(7 min.) Megan Kacholia – Using TensorFlow to enable research & production – TensorFlow Meets
April 12, 2018
1,474
2
1
(9 min.) Siraj Raval – Which Activation Function Should I Use?
February 19, 2018
716
2
2
(46 min.) Kaggle Grandmaster Panel – H2O AI World London 2018
December 30, 2018
522
2
0
(21 min.) Computerphile – Generative Adversarial Networks (GANs) (2017)
February 26, 2018
428
2
0
(25 min.) sentdex – More Complex Math with Deep Learning – Unconventional Neural Networks p.11
April 16, 2018
457
1
0
(7 min.) Training Models in the Cloud & the Benefits of AI Toolkits #AskTensorFlow
April 24, 2018
410
1
0
(7 min.) Try TensorFlow.js in your browser
July 11, 2018
430
1
0
(82 min.) Deep Learning 101
February 18, 2018
418
2
0
(20 min.) Geordie Rose – Quantum Computing: Artificial Intelligence Is Here
February 23, 2018
547
1
1
(9 min.) Siraj Raval – DeepFakes Explained
February 28, 2018
2,196
6
0
(92 min.) Demis Hassabis – Google DeepMind Artificial Intelligence and the Future
February 18, 2018
833
1
1
[112 videos] Andrew Ng – Machine Learning Stanford Course
February 19, 2018
648
1
0
(12 min.) Siraj Raval – Azure Machine Learning
August 20, 2018
846
2
0
(11 min.) Siraj Raval – AWS Training Video
July 30, 2018
669
3
0
[18 videos] Coding Tech – Python
February 22, 2018
469
1
0
[80 videos] Pydata – Machine Learning
March 11, 2018
471
1
0
[19 Videos] Siraj Raval – The Math of Intelligence
February 17, 2018
1,129
3
1
[47 videos] Siraj Raval’s “Learn Machine Learning in 3 Months” – Month 1 / Week 1 and 2
March 2, 2018
614
2
0
Deep Learning
Deep Learning
(23 min.) Luis Serrano – A friendly introduction to Recurrent Neural Networks
February 19, 2018
758
1
1
(36 min.) Demis Hassabis (DeepMind) – Learning From First Principles – NIPS2017
February 18, 2018
448
2
0
[33 videos] Andrew Ng – Recurrent Neural Networks (RNNs) [Full Course]
February 21, 2018
1,611
5
0
(34 min.) Tesla Autonomy 3/6: Neural Networks
April 27, 2019
294
2
0
(7 min.) How Computer Vision Works
July 23, 2019
238
1
0
(15 min.) Mike Pound – AI YouTube Comments – Computerphile (2017)
February 26, 2018
789
1
0
(48 min.) Matt Zeiler – Visualizing and Understanding Deep Neural Networks (2015)
June 17, 2018
661
2
0
(33 min.) How does Netflix recommend movies? Matrix Factorization
September 8, 2018
1,293
3
0
(3 min.) DeepMind’s AI Masters Even More Atari Games | Two Minute Papers #238
March 21, 2018
418
2
0
(4 min.) DeepMind’s AI Takes An IQ Test
August 10, 2018
718
1
0
(23 min.) ‘How neural networks learn’ – Part III: The learning dynamics behind generalization and overfitting
March 10, 2019
432
1
0
(32 min.) A History of Reinforcement Learning – Prof. A.G. Barto
July 29, 2018
647
1
2
(12 min.) Siraj Raval – Research to Code – Machine Learning tutorial
July 9, 2018
471
2
0
(2 min.) Siraj Raval – 100 Days of ML Code Challenge
July 6, 2018
1,607
2
2
(13 min.) Deep Learning Frameworks 2019
January 22, 2019
310
1
0
[35 videos] Siraj Raval’s “Learn Machine Learning in 3 Months” – Month 2 / Week 1
March 2, 2018
574
3
0
(5 min.) ColdFusion – Neural Network On the Go
April 27, 2018
608
3
0
(74 min.) Demis Hassabis – Public Lecture
February 18, 2018
421
1
0
(82 min.) Deep Learning 101
February 18, 2018
418
2
0
(3 min.) Transferring AI To The Real World (OpenAI) | Two Minute Papers #202 (2017)
February 25, 2018
421
2
0
Data Science
Data Science
(14 min.) TensorFlow Probability: Learning with confidence (TF Dev Summit ’19)
March 10, 2019
314
1
0
(56 min.) Healthcare Data
March 13, 2019
368
1
0
(14 min.) 5 Steps to Pass Data Science Interviews
December 18, 2018
357
2
0
(12 min.) Siraj Raval – How to Do Freelance AI Programming
June 16, 2018
2,479
6
0
(20 min.) Naive Bayes classifier: A friendly approach
February 11, 2019
349
1
0
(3 min.) Interview with a Data Analyst (2016)
April 10, 2018
409
1
0
(8 min.) 3 Types of Data Science Interview Questions
July 11, 2018
444
1
0
(11 min.) Sentiment Analysis – Data Lit #1
January 29, 2019
345
1
0
(68 min.) A Day in the Life of a Data Scientist
August 18, 2018
359
2
0
(20 min.) Interview with a Quant from Two Sigma
July 11, 2018
1,081
2
0
(13 min.) Siraj Raval – Decentralized Artificial Intelligence
February 18, 2018
423
1
0
[Playlist] PyData – Data Visualization
March 11, 2018
669
1
1
(46 min.) How To Become A Data Scientist In 6 Months
February 20, 2018
444
1
0
(58 min.) Deep Neural Networks – USF Data Science Seminar by Luis Serrano
July 19, 2018
639
1
1
(8 min.) Siraj Raval – Best Programming Languages for Machine Learning
August 6, 2018
526
1
0
(11 min.) Siraj Raval – AWS Training Video
July 30, 2018
669
3
0
[6 videos] Siraj Raval – Learn Python For Data Science
February 18, 2018
484
1
0
(11 min.) Siraj Raval – Binary Logistic Regression Tutorial
August 7, 2018
484
2
0
(21 min.) The Data Science Revolution (Jeremy Howard) – Exponential Finance 2014
November 9, 2018
399
1
0
(16 min.) MIT-AVT: Data Collection Device (for Large-Scale Semi-Autonomous Driving)
April 9, 2018
412
1
0
Documentaries
Documentaries
(39 min.) Mark Zuckerberg – Billionaire Documentary – Facebook, Competition, Privacy
May 7, 2018
652
2
0
(51 min.) The Rise of AI (Documentary)
June 18, 2018
568
1
0
(15 min.) Documentary – Humans Need Not Apply (2014)
March 1, 2018
470
1
1
(43 min.) Elon Musk – Billionaire Documentary – Entrepreneur, Innovation, Risk, Lifestyle, Tesla, SpaceX
March 1, 2018
663
2
0
(78 min.) Do You trust this computer, Full HD documentary
October 4, 2018
637
1
1
(8.5 min.) This Canadian Genius Created Modern AI
July 12, 2018
782
2
0
(53 min.) The AI Race – Documentary ABC TV
February 18, 2018
535
1
0
(51 min.) Documentary – TechnoCalyps Part I TransHuman (2013)
March 1, 2018
835
1
1
(80 min.) Ray Kurzweil – The Singularity Is Near
April 7, 2018
711
5
0
(14 min.) Why Deep Learning Now? | ColdFusion Mini Documentary
October 30, 2018
348
2
0
(47 min.) Singularity Or Bust [Full Documentary]
February 18, 2018
961
2
0
(17 min.) Documentary – Open Source Stories: Road to AI (2017)
March 1, 2018
472
2
0
(24 min.) Larry Page & Sergey Brin – Billionaire Documentary- Google, Youtube, Alphabet, Innovation
March 22, 2018
927
2
2
Interviews
Interviews
(15 min.) Heroes of Deep Learning: Andrew Ng interviews Ian Goodfellow
February 18, 2018
660
1
0
[7 videos] Heroes of Deep Learning – Interviews
February 18, 2018
421
2
0
(3 min.) DeepMind – Neuroscience and AI – Matt Botvinick
May 14, 2018
672
1
0
(36 min.) How to Become an Expert Data Scientist Panel – H2O World San Francisco
February 15, 2019
894
2
0
(73 min.) Chris Lattner: Compilers, LLVM, Swift, TPU, and ML Accelerators | Artificial Intelligence Podcast
May 13, 2019
740
2
0
(5 min.) What Robots Really Think of Humans | A Conversation with Sophia (2017)
March 2, 2018
467
1
0
(26 min.) Ben Goertzel – Artificial General Intelligence, Korea & the Future
February 18, 2018
474
1
0
(43 min.) Panel Discussion: Applications of Machine Learning
August 20, 2018
382
2
0
(55 min.) Campus Presents: Demis Hassabis, Founder and CEO, Deepmind
February 18, 2018
427
1
0
(33 min.) MIT AI: Google (Eric Schmidt)
December 4, 2018
399
2
0
(1 min.) Charlie Munger: Investing in AI (Artificial Intelligence) (2016)
April 11, 2018
479
1
0
(7 min.) Geoffrey Hinton: The Godfather of Deep Learning
June 10, 2018
573
2
0
(6.5 min.) TensorFlow Lite for iOS – Coding TensorFlow
May 2, 2018
453
1
0
(14 min.) Heroes of Deep Learning: Andrew Ng interviews Head of Baidu Research, Yuanqing Lin
February 18, 2018
443
1
0
(71 min.) The Fastai v1 Deep Learning Framework with Jeremy Howard – TWiML Talk #186
November 6, 2018
584
1
0
(19 min.) Ugo Pagallo – Weaponised AI: Accountability & Legal ramifications
February 22, 2018
458
1
0
(17 min.) Documentary – Open Source Stories: Road to AI (2017)
March 1, 2018
472
2
0
(12.5 min.) Ben Goertzel about AI and future
September 2, 2018
579
1
1
(52 min.) Super Intelligent AI – Prof. Nick Bostrom
March 20, 2018
482
1
0
(72 min.) Elon Musk Answers Your Questions! | SXSW 2018
March 12, 2018
465
1
0
Ethics
Ethics
(38 min.) The Fable of the Dragon-Tyrant – Prof. Nick Bostrom
May 27, 2018
556
2
0
(16 min.) The Role of Artificial Intelligence in Society | Terah Lyons | TEDxBeaconStreet (2017)
February 28, 2018
556
1
0
(43 min.) Great Debate – Artificial Intelligence: Who is in control? (OFFICIAL) (Part 02) (2017)
March 1, 2018
419
1
0
(21 min.) A New Philosophy on Artificial Intelligence | Kristian Hammond | TEDxNorthwesternU
June 12, 2018
484
1
0
(13 min.) The Real Reason to be Afraid of Artificial Intelligence | Peter Haas | TEDxDirigo (2017)
February 28, 2018
1,620
2
0
(15 min.) Will Artificial Intelligence be neutral? | Paul Isaac’s | TEDxRoma
July 19, 2018
500
1
1
(13 min.) The Singularity & Friendly AI? – Computerphile (2015)
June 8, 2018
449
1
0
(17 min.) How to Build Safe Artificial Intelligence – Prof. Stuart Russell & Prof. Peter Stone (2016)
February 26, 2018
465
1
0
(8.5 min.) Deadly Truth of General AI? – Computerphile
June 8, 2018
424
1
0
(21 min.) DeepMind’s Victoria Krakovna – Safe Artificial Intelligence (2017)
February 28, 2018
449
1
0
[Playlist] Robert Miles – Concrete Problems in AI Safety
September 22, 2018
488
1
0
(12 min.) Artificial Intelligence: “Bridging the Divide” | Victor Abbey | TEDxEMUniversity
September 17, 2018
337
2
0
(14 min.) Yoshua Bengio – The Risks & Ethics of Artificial Intelligence
February 26, 2018
451
1
0
(71 min.) Microsoft – The Impact of Artificial Intelligence – President of Microsoft, Brad Smith
March 31, 2018
433
2
0
(19 min.) What Artificial Intelligence Means For Culture | Colum Elliott-Kelly | TEDxUAL
February 28, 2018
529
1
0
(19 min.) When Artificial Intelligence Takes Over | Jeff Dean, Anthony Goldbloom & Kevin Kelly
February 28, 2018
440
1
0
(21 min.) 2029 – Singularity Year – Neil deGrasse Tyson & Ray Kurzweil (2016)
March 4, 2018
534
1
2
(17 min.) Decentralized AI: The Power and the Necessity | Dr. Ben Goertzel | TEDxBerkeley 2019: Infle(x)ion
April 1, 2019
464
3
0
(100 min.) The Future of Human Enhancements – Prof. George Church & Experts
June 22, 2018
416
1
0
(10 min.) Mark Zuckerberg and Elon Musk on Artificial Intelligence
April 12, 2018
382
1
0
Talks
Talks
(18 min.) How we teach computers to understand pictures | Fei Fei Li (2015)
August 20, 2018
646
1
1
(17 min.) Best Paper CVPR2018 – Taskonomy – Disentangling Task Transfer Learning
June 22, 2018
768
2
0
(68 min.) CLOSING KEYNOTE | AIDC 2018 | I Andrew NG, CEO
December 19, 2018
373
1
0
(10 min.) Are You Ready for Artificial Intelligence | Roy Lenders | TEDxVenlo (2017)
February 28, 2018
440
1
0
(19 min.) Serving Models in Production with TensorFlow Serving (TensorFlow Dev Summit 2017)
March 1, 2018
433
1
0
(20 min.) Uber AI Labs – Evolving to Learn through Synaptic Plasticity – Ken Stanley
April 17, 2018
688
1
1
(18 min.) What History Can Tell Us About the Future of Artificial Intelligence | Jonathan Penn | TEDxRoma
July 19, 2018
527
1
0
(68 min.) Michael Bowling – “Artificial Intelligence Goes All-In: Computers Playing Poker”
July 15, 2018
593
2
0
(19 min.) How long until robots rule the world – Web Summit 2018
November 9, 2018
464
1
0
(18 min.) How will Artificial Intelligence teaching transform the Young India? | Sukant Khurana | TEDxJDMC
March 6, 2018
402
1
0
(22 min.) The Decentralized Future Of AI – Ben Goertzel @ TOKEN2049
May 29, 2018
516
2
0
Why Diversity Matters for the Future of Artificial Intelligence | Eva Prakash | TEDxMeritAcademy
November 16, 2018
789
1
0
Livestream Day 1: Amphitheater (Google I/O ’18)
May 14, 2018
420
1
0
(32 min.) Aaron Courville – Workshop on Adversarial Training – ALI and BiGANs (NIPS 2016)
February 22, 2018
765
1
1
(42 min.) Machine Learning: Where Do We Go From Here (2018)
February 25, 2018
454
2
0
(49 min.) Andreas Weigend – “Data for the People” | Talks at Google
February 21, 2018
410
1
0
(77 min.) Ruslan Salakhutdinov – Deep learning: Changing the Playing Field of Artificial Intelligence (2016)
February 26, 2018
436
1
0
(47 min.) AI, Deep Learning, and Machine Learning: A Primer
February 18, 2018
398
1
0
(18 min.) Teaching AIs Through Imitation – Zero-Shot Visual Imitation – UC Berkeley, Deepak Pathak
May 27, 2018
457
1
0
(22 min.) Siraj Raval – AI for Music Composition
May 27, 2018
622
2
0
Research
Research
(5 min.) AlphaZero: Shedding new light on the grand games of chess, shogi and Go
December 6, 2018
425
1
0
(11 min.) How Libratus AI beat the best poker players in the world | Engadget R+D (2017)
April 11, 2018
2,093
3
1
(57 min.) Jeff Hawkins – Lessons From The Neocortex For AI – Numenta (2017)
February 26, 2018
412
1
0
(5 min.) This Curious AI Beats Many Games…and Gets Addicted to the TV
November 19, 2018
360
1
0
This AI Produces Binaural (2.5D) Audio
January 22, 2019
493
1
0
(3 min.) DeepMind’s AI Learns To See | Two Minute Papers #263
July 12, 2018
391
1
0
(3 min.) Transferring AI To The Real World (OpenAI) | Two Minute Papers #202 (2017)
February 25, 2018
421
2
0
(2 min.) Style Transfer…For Smoke and Fluids! | Two Minute Papers #264
July 16, 2018
435
1
0
(4 min.) Building Machines That Learn and Think Like People | Two Minute Papers #223
February 25, 2018
408
1
0
(2 min.) Lex Fridman – Uber Self-Driving Car Glance Classification
March 28, 2018
5,288
2
112
AI-Based 3D Pose Estimation: Almost Real Time!
February 27, 2019
494
1
0
(83 min.) MIT AGI: Life 3.0 (Max Tegmark)
April 19, 2018
679
1
0
(4 min.) AI Learning Morphology and Movement…at the Same Time!
December 23, 2018
338
1
0
(3 min.) This AI Shows Us the Sound of Pixels
November 9, 2018
402
1
0
(4 min.) DeepMind’s AI Learns The Piano From The Masters of The Past
July 29, 2018
664
4
0
(45 min.) Aaron Courville – Progress on the Road to End-to-End Speech Synthesis (SANE2017)
February 22, 2018
446
1
0
(77 min.) Ruslan Salakhutdinov – Deep learning: Changing the Playing Field of Artificial Intelligence (2016)
February 26, 2018
436
1
0
(7.5 min.) ColdFusion – Top 5 Uses of Neural Networks!
June 30, 2018
420
1
0
(2 min.) Google Brain – Meet our machine learning makers (2017)
March 5, 2018
406
1
0
(1 min.) DeepMind – Differentiable neural computer family tree inference task
May 18, 2018
397
1
0
Math
Math
[10 videos] Computational Linear Algebra
March 2, 2018
950
1
0
(10.5 min.) Siraj Raval – How to Learn Mathematics Fast
June 20, 2018
517
2
0
(5 min.) Simpson’s Paradox
November 16, 2018
585
2
0
(9 min.) Siraj Raval – Which Activation Function Should I Use?
February 19, 2018
716
2
2
[3 videos] Siraj Raval – The Beauty of Math
February 20, 2018
460
3
0
(25 min.) sentdex – More Complex Math with Deep Learning – Unconventional Neural Networks p.11
April 16, 2018
457
1
0
[18 videos] Gilbert Strang – Highlights of Calculus (MIT OpenCourseWare)
September 7, 2018
995
1
0
(10 min.) Q&A with Grant Sanderson (3blue1brown)
August 24, 2018
1,708
1
0
(13 min.) Mathematics of Dopamine
October 1, 2018
445
1
1
[15 Videos] 3Blue1Brown – Essence of Linear Algebra
February 18, 2018
1,011
3
0
(4 min.) Siraj Raval – Beautiful Mathematics in the Natural World
April 5, 2018
425
1
0
(13 min.) Regression Mathematics
February 21, 2019
315
1
0
[35 videos] MIT 18.06 Linear Algebra, Spring 2005
March 2, 2018
763
3
0
(11 min.) Siraj Raval – How to Read Math Equations
February 17, 2018
464
2
0
(10 min.) Siraj Raval – Mathematics of Machine Learning
March 17, 2018
723
4
0
(16 min.) Complex Math Results – Unconventional Neural Networks p.12
April 17, 2018
488
1
0
(32 min.) What are quaternions, and how do you visualize them? A story of four dimensions.
September 7, 2018
786
2
0
(13 min.) Siraj Raval – Loss Functions Explained
July 24, 2018
656
3
0
(27 min.) Principal Component Analysis (PCA)
February 10, 2019
625
2
0
[5 Videos] Gilbert Strang – Essential Highlights of Calculus (MIT OpenCourseWare)
September 7, 2018
693
3
0
Python
Python
(104 min.) Machine Learning Interview Questions and Answers | Machine Learning Interview Preparation | Edureka
June 22, 2018
655
2
0
(14 min.) Data Visualization in Python Tutorial
February 12, 2019
531
2
0
(16 min.) Complex Math Results – Unconventional Neural Networks p.12
April 17, 2018
488
1
0
(8 min.) Siraj Raval – Best Programming Languages for Machine Learning
August 6, 2018
526
1
0
(13 min.) Mathematics of Dopamine
October 1, 2018
445
1
1
[9 videos] Siraj Raval – Neural Networks
February 20, 2018
462
1
0
(22 min.) Intro to Data Analysis / Visualization with Python, Matplotlib and Pandas | Matplotlib Tutorial
June 12, 2018
1,469
2
2
[18 videos] Coding Tech – Python
February 22, 2018
469
1
0
(3 min.) De-bug your TensorFlow projects with the PyCharm IDE
August 14, 2018
511
2
0
(12 min.) Move 37 Explained
November 12, 2018
462
1
0
[80 videos] Pydata – Machine Learning
March 11, 2018
471
1
0
(87 min.) MIT AI: Python (Guido van Rossum)
November 22, 2018
878
1
0
(45 min.) TensorFlow 101 (Really Awesome Intro Into TensorFlow)
February 18, 2018
774
1
1
(13 min.) Topic Modeling Tutorial (Latent Dirichlet Allocation) in Python
March 13, 2019
511
1
0
(11 min.) AI in Medicine | Medical Imaging Classification (TensorFlow Tutorial)
April 22, 2018
635
2
0
[9 videos] Jeremy Howard – Deep Learning For Coders 1 (2016)
February 25, 2018
415
1
1
(20 min.) Dmitry Larko, H2O.ai – Kaggle Airbus Ship Detection Challenge – H2O World San Francisco
April 25, 2019
398
1
0
[7 videos] fast.ai – Practical Deep Learning For Coders [Full Course]
May 28, 2018
810
1
1
[Playlist] sentdex – Data Analysis w/ Python 3 and Pandas
February 28, 2019
379
1
0
(10 min.) SingularityNET MNIST Tutorial
May 29, 2018
744
2
1
Tensorflow
Tensorflow
(64 min.) (Sherry Moore, Google Brain) – TensorFlow Tutorial (Sep. 2016)
February 23, 2018
487
1
0
TensorFlow and deep reinforcement learning, without a PhD (Google I/O ’18)
May 14, 2018
412
1
0
(22 min.) Siraj Raval – Webcam Tracking with Tensorflow.js
June 1, 2018
892
1
0
(10 min.) Probabilistic Machine Learning in TensorFlow
April 14, 2018
785
1
0
(22 min.) Siraj Raval – YOLO Object Detection
February 19, 2018
861
1
1
(12 min.) sentdex – Classification Generator Testing Attempt – Unconventional Neural Networks p.5
April 8, 2018
708
1
1
(18 min.) Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow
February 18, 2018
575
1
0
(8 min.) Use TensorFlow to classify clothing images
August 22, 2018
732
2
0
(12 min.) Accessible Machine Learning with Tensor2Tensor
April 21, 2018
806
1
1
(8 min.) The Coca-Cola Company using TensorFlow for digital marketing campaigns
August 3, 2018
661
1
0
(10 min.) SingularityNET MNIST Tutorial
May 29, 2018
744
2
1
(13 min.) sentdex – Deep Dream – Unconventional Neural Networks p.7
April 12, 2018
788
1
0
(7.5 min.) Execute operations immediately with TensorFlow’s Eager Execution
April 28, 2018
494
1
0
(8 min.) Chip Huyen – Teaching TensorFlow for Deep Learning at Stanford University – TensorFlow Meets
April 13, 2018
923
2
0
(5 min.) TF-Agents: Reinforcement Learning (TensorFlow Meets)
July 7, 2019
307
1
0
(3 min.) De-bug your TensorFlow projects with the PyCharm IDE
August 14, 2018
511
2
0
(7 min.) The growth of TensorFlow with added support for JS & Swift
June 15, 2018
462
1
0
(73 min.) Lecture 7: Introduction to TensorFlow
February 20, 2018
397
1
0
(2 min.) TensorFlow: Open source machine learning
February 18, 2018
442
1
0
(19 min.) sentdex – Classification Generator Training Attempt – Unconventional Neural Networks p.4
April 7, 2018
436
1
0
Robotics
Robotics
(10 min.) Real-World Robot Learning (TensorFlow Dev Summit 2018)
April 11, 2018
721
1
0
(26 min.) Ben Goertzel – Artificial General Intelligence, Korea & the Future
February 18, 2018
474
1
0
(3 min.) Vision-free MIT Cheetah
September 12, 2018
482
1
0
(100 min.) The Future of Human Enhancements – Prof. George Church & Experts
June 22, 2018
416
1
0
(3 min.) Learning Dexterity
July 30, 2018
393
1
1
(22 min.) The Decentralized Future Of AI – Ben Goertzel @ TOKEN2049
May 29, 2018
516
2
0
(53 min.) MIT AGI: Boston Dynamics (Marc Raibert, CEO)
April 2, 2018
802
1
0
(3 min.) Day in the Life: Robotics Engineer (2016)
March 3, 2018
469
1
0
(35 min.) Artificial Intelligence | Maarten Steinbuch | SingularityU Germany Summit 2017
February 28, 2018
886
1
1
(267 min.) VEX Robotics Competition 2017
February 18, 2018
421
2
0
(11 min.) Will robots liberate humans? – Interview with Dr. Ben Goertzel at #WebSummit18
November 22, 2018
373
1
0
(1 min.) Mush, Spot, Mush!
April 24, 2019
312
2
0
(3 min.) Boston Dynamics – SpotMini Autonomous Navigation
May 14, 2018
401
2
0
(2 min.) Spot Robot Testing at Construction Sites
October 12, 2018
459
1
0
(5 min.) Robot Hand Teaches Itself Human Behaviour – Open AI
September 10, 2018
356
1
0
(1 min.) Boston Dynamics – Hey Buddy, Can You Give Me a Hand?
March 3, 2018
441
3
0
(11 min.) The Most Realistic Robots! (2018)
March 13, 2018
882
2
0
(7 min.) Learning Dexterity: Uncut
July 30, 2018
441
1
0
(18 min.) Prof. Pieter Abbeel – Learning to Learn for Robotic Control (NIPS 2017)
March 9, 2018
411
1
0
(2 min.) OpenAI – Ingredients for Robotics Research
March 3, 2018
545
1
0
Competitions
Competitions
[LIVE] Kaggle Challenge
September 7, 2018
412
2
0
(139 min.) AlphaStar – Analysis by Artosis
February 21, 2019
320
1
0
(267 min.) VEX Robotics Competition 2017
February 18, 2018
421
2
0
(91 min.) DeepMind Starcraft 2 demonstration – MaNa’s personal experience.
February 10, 2019
370
1
0
(6 min.) Drake In My Feelings Challenge AI
July 22, 2018
911
2
0
(54 min.) OpenAI vs Chinese Legends TI8 OpenAI Showmatch The International 2018 Dota 2
August 24, 2018
762
1
1
(50 min.) Siraj Raval – PyTorch Coding Challenge (LIVE)
August 10, 2018
397
2
0
(4 min.) OpenAI Five: Dota Gameplay
June 25, 2018
450
1
0
(46 min.) Kaggle Grandmaster Panel – H2O AI World London 2018
December 30, 2018
522
2
0
(67 min.) Humans vs OpenAI 5 The International 2018 Main Event || Full Match
August 23, 2018
929
3
0
(66 min.) MIT AI: Poker and Game Theory (Tuomas Sandholm)
December 29, 2018
502
1
0
(25 min.) OpenAI – Dota / Dendi vs. OpenAI at The International 2017
March 3, 2018
445
1
0
(49 min.) OpenAI Five Benchmark: Post-Game Analysis
August 21, 2018
474
2
0
(5 min.) OpenAI Five
June 25, 2018
1,195
3
0
(17 min.) Can Bots Beat The BEST Pros? The Brains vs. AI Challenge Returns (2017)
June 26, 2018
712
2
1
(6 min.) MariFlow – Self-Driving Mario Kart w/Recurrent Neural Network
October 25, 2018
457
1
0
[Playlist] sentdex – Halite III 2018
October 20, 2018
545
4
0