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Chai Time Data Science

By Sanyam Bhutani

Chai Time Data Science show is a series where Sanyam Bhutani interviews his Data Science Heroes: Practitioners, Kagglers & Researchers about all things Data Science

  1. 1.
    Thomas Wolf: NLP at Hugging Face, Transformers #11010/18/2020
    1:01:36
  2. 2.
    Ian Ozsvald: High Performance Python, Teaching & Consulting in ML #10910/15/2020
    1:11:16
  3. 3.
    Tim Dettmers: Which RTX 3000 GPU to get for DL? 3090 FAQ | CTDS.Show #10810/11/2020
    26:44
  4. 4.
    Kun Hao Yeh: SIIM ISIC Melanoma 14 Pos Sol | Journey to Becoming Kaggle Master | CTDS.Show #10710/08/2020
    25:38
  5. 5.
    Jose Fernandez Portal & Francisco Ingham | Approaching Fast.ai | ML Community | CTDS.Show #10610/04/2020
    1:10:01
  6. 6.
    Habib Bukhari & Igor Zubarev | Kaggle PANDA Challenge: 2nd Pos Sol | Gold Medalling on Kaggle | CTDS.Show #10510/01/2020
    1:16:52
  7. 7.
    Marie-Anne Lachaux | Unsupervised Translation of Programming Languages | FAIR | CTDS.Show #10409/27/2020
    35:09
  8. 8.
    Lavanya Shukla | Journey from coding websites at age 10 to Applying ML | CTDS.Show #10309/24/2020
    46:16
  1. 9.
    Alexey Grigorev | Machine Learning BookCamp | ML at Scale | Data Science at OLX | CTDS.Show09/20/2020
    50:05
  2. 10.
    Bryan Catanzaro | Research at NVIDIA | RTX 3000 | Deep Learning | CTDS.Show #10109/17/2020
    1:05:47
  3. 11.
    Sudalai Rajkumar, SRK | Journey to becoming 3x Kaggle GM | Datasets | CTDS.Show #10009/13/2020
    1:00:30
  4. 12.
    Sara Hooker | Research at Google AI | Interpretability and Model Compression | CTDS.Show #9909/10/2020
    1:29:47
  5. 13.
    Adrian Rosebrock | The PyImageSearch Story | OpenCV, Deep Learning & Optical Character Recognition09/06/2020
    1:29:56
  6. 14.
    Anastasiia Mishchuk | Applying Kaggle to Research | Learning ML | CTDS.Show #9709/03/2020
    24:13
  7. 15.
    Dima Damen | Action & Video Recognition | Epic-Kitchens-100 | CTDS.Show #9608/30/2020
    1:13:55
  8. 16.
    Andrey Kurenkov | Lessons from Grad School | TheGradient.pub | Stanford Research | CTDS.Show #9508/27/2020
    29:01
  9. 17.
    Fatma Guney | Unsupervised Learning of Multi-Frame Optical Flow w Occlusions | 3D CV | CTDS.Show #9408/23/2020
    52:03
  10. 18.
    Ahmet Erdem | Trends Neuroimaging 7th place solo gold | Rapids.ai | CTDS.Show #9308/20/2020
    31:19
  11. 19.
    Abhishek Thakur | Approaching (Almost) any ML Problem | CTDS.Show #9208/16/2020
    45:43
  12. 20.
    Guanshuo Xu | Achieving #1 Rank in Kaggle Competitions Tier | Alaska2 Winning Sol | CTDS.Show #9108/13/2020
    47:10
  13. 21.
    Aakash Nain | Tensorflow 2.0 | TF Add-Ons | Good API Designs | CTDS.Show #9008/09/2020
    30:17
  14. 22.
    Rachael Tatman | Rasa, Kaggle | Conversational AI | CTDS.Show #8908/06/2020
    40:46
  15. 23.
    Philipp Singer | Two Solo Gold Solutions: Jigsaw Toxic Comment, Tweet Sentiment | CTDS.Show #8808/02/2020
    1:01:34
  16. 24.
    Rob Mulla | Trends Neuroimaging: 15th Pos & Ion Switching: 11th Pos Sol | CTDS.Show #8707/30/2020
    1:06:58
  17. 25.
    Shaikat Galib | Tweet Sentiment Classification 13th Pos Gold Sol | CTDS.Show #8607/26/2020
    1:00:43
  18. 26.
    Anniversary Episode: Celebrating 1 Year of CTDS.Show | CTDS.Show Kaggle Contest Results | Episode #8507/23/2020
    1:25:01
  19. 27.
    Chris Deotte | Secrets to Becoming 4x Kaggle Grandmaster | Discussions and Notebooks #1 | CTDS.Show #8407/19/2020
    1:06:56
  20. 28.
    Aman Madaan | Politeness Transfer: A tag and Generate Approach | fast.ai | CTDS.Show #8307/16/2020
    49:00
  21. 29.
    Yifan Xie | Freelancing in Data Science | Kaggle DFDC Comp | CTDS.Show #8207/12/2020
    1:48:31
  22. 30.
    Yuki Asano | Self-Supervision | Self-Labelling | Labelling Unlabelled videos from scratch w multi-modal self-supervision | CV | CTDS.Show #8107/09/2020
    47:48
  23. 31.
    Parul Pandey | Journey to becoming Kaggle Grandmaster | CTDS.Show #8007/05/2020
    59:06
  24. 32.
    Addison Howard, Maggie Demkin, Phil Culliton | Kaggle Team | CTDS.Show #7907/02/2020
    1:25:51
  25. 33.
    Kaggle Legend, "Raddar": Darius Barušauskas | Becoming Comp Grandmaster in 1 year | AI in Medicine06/28/2020
    48:24
  26. 34.
    Philipp Singer, Kaggle GM, Ranked #4 | Pos #8 Sol: Jigsaw Multilingual Toxic Comment Classification | CTDS.Show #7706/25/2020
    23:43
  27. 35.
    Connor Shorten | Creating AI Content, Videos, | Henry AI Labs, Research & GANs | CTDS.Show #7606/21/2020
    37:28
  28. 36.
    Rachel Thomas | Fast.ai | Applied Ethics | Top Down Learning | CTDS.Show #7506/18/2020
    36:56
  29. 37.
    Dmitry Larko | H2O.ai | Kaggle, Applying Kaggle to Real world | AutoML | CTDS.Show #7406/14/2020
    1:07:15
  30. 38.
    Maximilian Jeblick | Physics, Math and Data Science | Kaggle and H2O.ai | CTDS.Show #7306/11/2020
    39:35
  31. 39.
    Andreas Mueller | Scikit-Learn | ML and Open Source | CTDS.Show #7206/07/2020
    1:06:42
  32. 40.
    Martin Henze, "Heads Or Tails", First Kaggle Kernel GM | Astronomy | Story-Telling with Data06/04/2020
    1:09:41
  33. 41.
    Interview with Yauhen Babakhin | Kaggle, Computer Vision and AutoML | CTDS.Show05/31/2020
    1:05:57
  34. 42.
    Birthday Special AMA: Answering Questions from my ML Heroes | CTDS.News Launch05/27/2020
    1:06:28
  35. 43.
    Emmanuel Ameisen | Building Machine Learning Powered Apps05/24/2020
    58:11
  36. 44.
    Eli Stevens, Luca Antiga, and Thomas Viehmann | Deep Learning with PyTorch05/22/2020
    1:17:47
  37. 45.
    Goku Mohandas | MadeWithML | AI Research | Healthcare | Education05/22/2020
    1:35:35
  38. 46.
    Dmitry Danevskiy | Google Quest Q&A Labelling Comp: Winning Sol | Becoming Kaggle Grandmaster05/14/2020
    33:39
  39. 47.
    Hamel Husain | Fastpages, Open Source | ML at Github | fastai05/10/2020
    49:36
  40. 48.
    Robert Bracco | Learning to Learn | Approaching Fast.ai Materials, Kaggle & Blogging05/07/2020
    1:58:23
  41. 49.
    Pablo Samuel Castro | ML Research, Google Brain & Creative AI | Learning ML w the community | LatinX05/03/2020
    59:20
  42. 50.
    Daniel Bourke | Learning to Learn | Creating AI Content | Fitness & Machine Learning04/30/2020
    1:33:17
  43. 51.
    Interview w Ines Montani | Spacy, NLP & Open Source Frameworks | Explosion.ai, Thinc.ai & Prodi.gy04/26/2020
    51:59
  44. 52.
    Suzana Ilić | Democratising AI w Communities | Machine Learning Tokyo | Inclusivity in AI04/23/2020
    36:32
  45. 53.
    CEO of Decision.ai: Dan Becker | What does it take to become a Data Scientist? | Kaggle Learn & Data Science Portfolio04/19/2020
    56:15
  46. 54.
    Interview w Mark Landry | Data Science, Kaggle, H2O.ai | AutoML04/16/2020
    1:03:53
  47. 55.
    Interview with Dmytro Mishkin | Computer Vision Research | Kaggle, ML & Education04/12/2020
    52:44
  48. 56.
    SharpestMinds Team on Learning to Learn | Data Science, Startups & Hiring04/09/2020
    1:07:12
  49. 57.
    Interview w Sylvain Gugger | fast.ai: The new Framework & course | FastBook & Research at fast.ai04/05/2020
    34:03
  50. 58.
    Interview w Erin LeDell | H2O-AutoML & H2O.ai | Open Source | RLadies & WiMLDS Community04/02/2020
    57:08
  51. 59.
    Interview with Russ Wolfinger | Statistics, Data Science & Kaggle | NFL Big Data Bowl #14 Pos Sol03/29/2020
    1:14:22
  52. 60.
    Interview with Sergey Kolesnikov | Catalyst: PyTorch Framework for DL & RL | Open Source, Soft. Engg & Community03/26/2020
    1:14:49
  53. 61.
    Interview with "Inversion": Walter Reade | Data Science at Kaggle | Becoming a Data Scientist & Kaggle Grandmaster03/22/2020
    45:46
  54. 62.
    Interview with Parul Pandey | Getting Started with Data Science & Blogging | Women in Data Science03/19/2020
    59:30
  55. 63.
    Interview with ChristOf Henkel | Google Quest Q&A Labelling Comp 2nd Pos Sol | Rapids.ai & Kaggle03/15/2020
    53:00
  56. 64.
    Interview w John Miller | NFL 1st and Future: Analytics Winning Sol | "Real World Data Sci" & Kaggle03/12/2020
    48:56
  57. 65.
    Interview with Tarin Clanuwat | Classical Japanese Literature & ML | Kuzushiji recognition kaggle comp03/08/2020
    36:04
  58. 66.
    00 fast.ai 2019 Summaries & Things Jeremy Howard says to do03/07/2020
    10:25
  59. 67.
    01 fast.ai Lesson-1 Image Classification | fast.ai 2019 & Things Jeremy Howard says to do03/07/2020
    5:41
  60. 68.
    02: fast.ai Lesson-2 Production & SGD From Scratch | fast.ai 2019 & Things Jeremy Howard says to do03/07/2020
    5:16
  61. 69.
    03: fast.ai Lesson-3 Multi-label; SGD from scratch | fast.ai 2019 & Things Jeremy Howard says to do03/07/2020
    5:32
  62. 70.
    04: fast.ai Lesson-4 NLP:Tabular Data; Recsys | fast.ai 2019 & Things Jeremy Howard says to do03/07/2020
    4:41
  63. 71.
    05: fast.ai Lesson 5: Backprop; Neural Nets from scratch | fast.ai 2019 & Things Jeremy Howard says to do03/07/2020
    5:11
  64. 72.
    06: fast.ai Lesson-6 CNN Deep Dive; Ethics | fast.ai 2019 & Things Jeremy Howard says to do03/07/2020
    6:52
  65. 73.
    07: fast.ai Lesson-7 ResNet; U-Net; GANs | fast.ai 2019 & Things Jeremy Howard says to do03/07/2020
    7:47
  66. 74.
    08: Where to go from here, General fast.ai advice03/07/2020
    10:05
  67. 75.
    Interview with Marios Michailidis | What does it take to become #1 on Kaggle | DSB 2019, 14th Pos Sol03/05/2020
    54:36
  68. 76.
    Interview with fast.ai hero: Radek Osmulski | Fast.ai, Learning to Learn | Machine Learning, Kaggle & Blogging03/01/2020
    1:05:36
  69. 77.
    Interview with Dr. Ashrith Barthur | Cyber-Security & Anti-Money Laundering | Applied AI & H2O AI 02/27/2020
    44:09
  70. 78.
    Interview with Sebastian Raschka | Statistics, Open Source & ML Research | Python for ML Book02/23/2020
    1:08:21
  71. 79.
    Navdeep Gill | Software Engineering & Data Science | Machine Learning Interpretability | Open Source 02/20/2020
    59:23
  72. 80.
    Interview with Zachary Mueller | Fast.ai: The course and New Library | SGs and Top Down Learning02/16/2020
    1:02:38
  73. 81.
    Interview with Sr. Director of Product at H2O.ai: Patrick Hall | Machine Learning, H2O.ai & Machine Learning Interpretability 02/13/2020
    58:10
  74. 82.
    "Anokas": Mikel Bober-Irizar | Becoming The Youngest Kaggle Grandmaster | ML For Japanese Literature | Kaggle02/09/2020
    59:19
  75. 83.
    The Story of Kaggle & Kaggle's Evolution | Interview with the CEO of Kaggle: Anthony Goldbloom02/06/2020
    1:05:10
  76. 84.
    Interview with Jason Antic | DeOldify | Fast.ai & NoGAN | Machine Learning & Software Engineering 02/02/2020
    1:05:17
  77. 85.
    Rohan Rao | Numbers, Data Science & Kaggle | ASHRAE - Great Energy Predictor 2nd Pos Sol01/30/2020
    1:42:31
  78. 86.
    Dmitry Gordeev & Philipp Singer | What does it take to win a Kaggle Comp? | NFL Data Bowl Win Sol01/26/2020
    1:17:37
  79. 87.
    Kaggle Legend: Gilberto Titericz | Giba, Former #1 | Data Science & Kaggle01/23/2020
    1:04:04
  80. 88.
    Interview with Leland Wilkinson | Grammar of Graphics | Open Source, Statistics & Software Dev01/19/2020
    1:02:31
  81. 89.
    Interview with Even Oldridge | Applied Research, Top Down Learning & Fast.ai | NVIDIA & Rapids.ai01/16/2020
    1:26:53
  82. 90.
    Interview with x2 Kaggle GM: Dr. Olivier Grellier | Kaggle, Data Science & H2O.ai 01/13/2020
    37:56
  83. 91.
    Eugene Khvedchenya | Kaggle, Computer Vision & Best Code Practises | Severstal Steel, 4th Pos Sol01/09/2020
    52:07
  84. 92.
    Interview with Arno Candel | AutoML | Physics | H2O.ai | CTDS.Show12/12/2019
    1:07:50
  85. 93.
    Interview with Jeremy Howard | fast.ai | Kaggle | Machine Learning Research12/08/2019
    1:20:51
  86. 94.
    DistilBERT | Research at Hugging Face | NLP and Open Source | Interview with Victor Sanh12/05/2019
    49:26
  87. 95.
    Kaggle Discussions Rank #1, x2 Grandmaster: Dr. Jean Francois Puget | IEEE-CIS Comp 2nd Pos Sol11/21/2019
    57:42
  88. 96.
    Medalling in all Entered Kaggle Comp | IEEE-CIS Comp 6th Pos Sol | Interview with Dr Philipp Singer 11/04/2019
    1:03:45
  89. 97.
    Predicting Molecular Prop Kaggle Comp 2nd Place Sol | Interview with Kaggle Master Andres Torrubia11/01/2019
    2:11:16
  90. 98.
    DeepMind & AlphaGo | Deep Learning Research | Swift For Tensorflow | Interview with Dr. Marc Lanctot10/27/2019
    1:11:24
  91. 99.
    Swift For Tensorflow | Software Engineering Internship at Google | Interview with Bart Chrazaszcz10/27/2019
    35:41
  92. 100.
    Boris Dorado Interview | Gold Medalling in First Kaggle Comp | Predicting Molecular Prop Kaggle Comp Solution10/21/2019
    52:32
  93. 101.
    Chip Huyen Interview: Machine Learning Interviews | MOOCS and Deep Learning at NVIDIA10/18/2019
    1:00:03
  94. 102.
    Generative Deep Learning, Technical Writing & Data Science Consulting | Interview with David Foster10/15/2019
    43:12
  95. 103.
    Hugging Face, Transformers | NLP Research and Open Source | Interview with Julien Chaumond10/02/2019
    1:04:21
  96. 104.
    Producing a Chainsmokers Remix with AI (MusicAutobot), DAWNBench & fast.ai | Interview with Andrew Shaw09/28/2019
    37:23
  97. 105.
    Medical Science, Open Source and AI | Interview with Dr. Judy Gichoya09/08/2019
    1:03:17
  98. 106.
    "And the Bit Goes Down", Deep Learning Research, Research at FAIR | Interview with Pierre Stock09/05/2019
    46:34
  99. 107.
    Deep Learning Applied to Audio, Self Studying ML | Interview with fast.ai fellow Robert Bracco09/01/2019
    49:10
  100. 108.
    MuseNet, OpenAI and Deep Learning Research: Interview with Christine Payne08/25/2019
    1:00:40
  101. 109.
    Interview with the Leader of mlcourse.ai, Dr. Yury Kashnitsky | Chai Time Data Science08/23/2019
    1:02:07
  102. 110.
    Albumentations Framework: a fast image augmentations library | Interview with Dr. Vladimir Iglovikov08/19/2019
    53:02
  103. 111.
    NVIDIA's DALI Library, Image Augmentations Discussion: Interview with James Dellinger08/15/2019
    32:29
  104. 112.
    Interview with Kaggle Kernels Grandmaster #1: Artgor | Andrew Lukyanenko 08/12/2019
    40:59
  105. 113.
    Interview with Kaggle Kernels GM: Shivam Bansal 08/08/2019
    46:16
  106. 114.
    Deep Learning Research, Hardware, Kaggle | Interview with Tim Dettmers08/04/2019
    1:44:01
  107. 115.
    Data Science for Good: City of LA Kaggle Winning Solution Interview with Kaggle Kernels Grandmaster Shivam Bansal08/01/2019
    17:28
  108. 116.
    Interview with CEO of SharpestMinds, Edouard Harris | Chai Time Data Science07/28/2019
    51:12
  109. 117.
    Interview with Kaggle Master, ML Engineer: Ryan Chesler | Chai Time Data Science07/25/2019
    35:17
  110. 118.
    Kaggle Triple Grandmaster, Abhishek Thakur Interview07/21/2019
    49:39
  111. 119.
    Chai Time Data Science Launch Announcement07/20/2019
    2:34

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