Chai Time Data Science
150 episodes - English - Latest episode: over 1 year ago - ★★★★★ - 12 ratingsChai Time Data Science show is a series where Sanyam Bhutani interviews his Data Science Heroes: Practitioners, Kagglers & Researchers about all things Data Science
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Episodes
Top Kagglers Panel on Best Practises for Training Models
January 22, 2023 19:05 - 1 hour - 146 MBYT Channel: https://www.youtube.com/@ChaiTimeDataScience Learn more about H2O's Hydrogen Torch app here: https://h2o.ai/platform/ai-cloud/make/hydrogen-torch/ In this "episode", Sanyam Bhutani will host the the world's top kagglers and best data scientists to learn and debate the best practises for training ml models. We will learn from their experience of having won multiple competitions and built many incredible products at H2O: what are the best practises for taming your ml model ...
Announcement + Amed Coulibaly | How to become Kaggle Competitions Grandmaster | #159
December 29, 2022 16:51 - 1 hour - 143 MBChannel: http://youtube.com/c/ChaiTimeDataScience/ Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this Episode, Sanyam Bhutani interviews Amed Coulibaly about his journey and reflection on reaching Kaggle Competitions Grandmaster. They also understand his team's 3rd place solution to recently ended Feedback competition Links: Solution: https://www.kaggle.com/competitions/feedback-prize-english-language-learning/discussion/369609 Follow: Amed Coulibaly: Twit...
Jeremy Howard interviews Kaggle Grandmaster Sanyam Bhutani | #150
March 23, 2022 03:16 - 53 minutes - 98.8 MBThe show becomes "Coffee Time Data Science" for a one-time special episode! The genesis for this interview was this twitter thread: https://twitter.com/jeremyphoward/status/1503920390447730690 Video version: https://www.youtube.com/watch?v=g_6nQBsE4pU Links from the show: fastai Course: https://course.fast.ai How not to do fastai: https://medium.com/@init_27/how-not-to-do-fast-ai-or-any-ml-mooc-3d34a7e0ab8c Meta Learning Book: https://radekosmulski.gumroad.com/l/learn_deep_learning Rac...
Kathleen Walch, Ronald Schmelzer: AI Today Podcast, Creating AI Content: #137
October 06, 2021 15:30 - 51 minutes - 94.5 MBVideo Version: https://youtu.be/qObfeWYbrPM In this episode, Sanyam Bhutani interviews the hosts from AI Today Podcast: Kathleen Walch, Ronald Schmelzer They talk about their journey into AI, creating AI Content, and the AI Today Podcast. Links: AI Today Podcast: https://www.cognilytica.com/aitoday/ Cognalytica: https://www.cognilytica.com Follow: Kathleen Walch: Twitter: https://twitter.com/kath0134 Linkedin: https://www.linkedin.com/in/kathleen-walch-50185112/ Ronald Schmelzer: ...
ACM RecSys Winning Solution: Benedikt Schifferer, Bo Liu, Chris Deotte, Even Oldridge #136
July 31, 2021 15:20 - 1 hour - 152 MBVideo Version: https://youtu.be/W3aWEXqIkWk Blog Overview: http://sanyambhutani.com/interview-with-the-nvidia-acm-recsys-2021-winning-team Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this Episode, Sanyam Bhutani interviews a panel from the ACM RecSys Winning competition team at NVIDIA. They explain why are RecSys systems such a hard problem, how can GPUs accelerate these, how do we productize such solutions. The team also does a ground basic to a complete o...
"SentDex", Harrison Kinsley: YouTube, Entrepreneurship and NNFS.io #135
July 23, 2021 15:35 - 2 hours - 193 MBPersonal Note: This was a huge honor for me to meet Harrison and have him on the podcast! In this episode, Sanyam Bhutani interviews THE SentDex about his journey as an entrepreneur, YouTube content creator, Educator and Author. They talk about his journey on and off the platform and the R&D that happens behind the scenes for the incredible videos that we get to see. They also discuss how the NVIDIA DGX A-100 box has been helping Harrison for the few months of usage. Thanks to our friends...
Clair Sullivan: Graphs and the Neo4J Ecosystem #134
July 20, 2021 15:46 - 1 hour - 118 MBPersonal Note: I'm so happy to release a new interview after a really long break! Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Clair Sullivan, Graph Data Science Advocate at Neo4j They talk about Clair's journey from taking up the challenge and becoming an engineer to later transitioning from academia back into the industry Links: Neo4j: https://neo4j.com NODES 2021: https://neo4j.com/event/nodes-2021/ Follow: Clai...
Emil Wallner: Art & ML, Being Internet Taught, Creating ML Content #133
January 07, 2021 17:00 - 1 hour - 118 MBPersonal Note: Season 1 Finale had to be my interview with Emil. Huge thanks everyone for being a part of this journey! Video Version: https://youtu.be/ENbKecYgITA Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Emil Wallner, Artist in Residence at Google. They talk about Emil's journey from being a kind of a village in Africa to travelling and transitioning into AI. They discuss Emil's tweet storms, his self-taught journ...
Andrada Olteanu: Learning Data Science, Journey to becoming Kaggle Master #132
January 03, 2021 16:59 - 53 minutes - 97.3 MBPersonal Note: This was one my favourite Kaggle related interviews. Personally, I found Andrada's journey to be very relatable. Video Version: https://youtu.be/nshTx_EfRKU Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Andrada Olteanu about her journey to transitioning into Data Science and Learning on Kaggle. They discuss the struggles of learning something new and how to approach Kaggle. Follow: Andrada Olteanu: http...
Laura Leal Taixé: Computer Vision & Research at the Dynamic Vision & Learning Group #131
December 31, 2020 17:00 - 42 minutes - 77.6 MBVideo Version: https://youtu.be/xDhVLLc4pUk Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Laura Leal Taixe. They talk about Laura's journey into Academia and her research at the Dynamic Vision & Learning Group. Follow: Laura Leal Taixé: https://twitter.com/lealtaixe https://www.youtube.com/channel/UCQVCsX1CcZQr0oUMZg6szIQ https://dvl.in.tum.de/team/lealtaixe/ Sanyam Bhutani: https://twitter.com/bhutanisanyam1 Blog...
William Falcon: The PyTorch Lightning Story #130
December 27, 2020 16:59 - 57 minutes - 105 MBVideo Version: https://youtu.be/xbcGj_mtTB0 Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews the creator of PyTorch Lightning: William Falcon They talk about William's journey from being in the military to the financial world, learning how to code and eventually transitioning into Data Science. They discuss the PyTorch lightning story and William's research, Grid.ai Links: Grid.ai: https://www.grid.ai PyTorch Lightning: ...
Katy Warr: Fooling AI, Strengthening Deep Neural Networks Book, Adversarial Attacks #129
December 24, 2020 16:59 - 54 minutes - 99.5 MBVideo Version: https://youtu.be/ODSgwUAzJj4 Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Katy Warr from Roke Manor Research, author of Strengthening DNNs book. They talk about Katy's journey into AI, her work at Roke and the story of the book. They also talk about Fooling AI, DNNs, adversarial attacks and how to prevent these Book: https://www.oreilly.com/library/view/strengthening-deep-neural/9781492044949/ Follow: ...
Laura Fink: Journey to becoming Kaggle Kernels Grandmaster #128
December 20, 2020 16:59 - 44 minutes - 81 MBVideo version: https://youtu.be/g_lBMheQcpw Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Kaggle Grandmaster and Data Scientist: Laura Fink. They talk about Laura's journey from Physics into Data Science, her journey into creating the amazing storytelling notebooks on Kaggle and general tips & suggestions to Kaggle Noobs Follow: Laura Fink: https://www.linkedin.com/in/laura-f-ab2010170 https://www.kaggle.com/allunia ...
Barr Moses: Data Reliability, Data Downtime, MonteCarlo Data #127
December 17, 2020 16:59 - 1 hour - 116 MBVideo Version: https://youtu.be/-Iem6tUnm2A Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews co-founder & CEO of MonteCarlo Data: Barr Moses. MonteCarlo Data is trying to solve the issues of reliability and downtime of data. They talk a lot about Data Downtime, observability and all of the issues that originate out of having "bad" data or issues with data. They also talk about Barr's journey into Data. Follow: https://ww...
David Luebke: Graphics Research at NVIDIA, Training GANs with Limited Data #126
December 13, 2020 16:59 - 1 hour - 118 MBVideo Version: https://youtu.be/PaaKh7Tpzxg Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Dr David Luebke, VP of Graphics Research at NVIDIA. They talk about the fascinating world of Graphics and the research that goes on behind the scenes. Ray-Tracing and its promise. They also discuss NVIDIA's recent improvements in GANs: "Training GANs with Limited Data" paper Links: Interview with Bryan Catanzzaro: https://youtu.be...
Torsten Sattler: CV, Mixed Reality, Localisation & Robotics #125
December 10, 2020 17:00 - 1 hour - 127 MBVideo Version: https://youtu.be/Ki3SiI0nzF8 Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Senior CV Researcher at CTU: Torsten Sattler. Torsten's research interests span: 3D Computer Vision, Localization, AR, VR, self driving cars. Like all research conversations, this was really an insightful one They also dive into his recent research as a proxy to understanding how it Torsten approaches the search problems. Links: ...
Zachary Mueller: Learning, Applying and contributing to Fastai #124
December 06, 2020 16:59 - 46 minutes - 84.6 MBVideo Version: https://youtu.be/35Gd8bBDwdo Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews THE PROFESSOR, Zachary Mueller. This is Part 2 of the conversation and they discuss Zach's journey from learning fastai to actively contributing to it and moderating the forums. They also discuss Zach's blogposts, his course and learnings from a recent internship. Follow: Zachary Mueller: https://twitter.com/thezachmueller https...
Arsha Nagrani: Multi-Modal Research, Speaker Diarisation, VoxCeleb #123
December 03, 2020 17:00 - 41 minutes - 76.2 MBVideo Version: https://youtu.be/2tLNfR2whio Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Dr. Arsha Nagrani. Arsha has been working as a researcher at the intersection of audio, video, or audio and computer vision. They try to uncover what the field is really about. She has also co organised challenges for problems in this domain. They talk talk about all of these works along with her approach to research. Links: Inte...
Ekaterina Kochmar: Automated Language Teaching & Assessment, NLP, Korbit.ai #122
November 29, 2020 16:59 - 1 hour - 145 MBVideo Version: https://youtu.be/2MT7bYZsiV4 Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Ekaterina Kochmar: Lecturer and Researcher at Cambridge University, Co-Founder & CSO at Korbit.ai As you might know, Sanyam is a fan of learning to learn - The topic in general, they bring back the conversation in this episode. Ekaterina has been working on automated language teaching and assessment, which is using machine learning o...
Richard Craib: The Numerai Story, Building the World's last Hedge Fund #121
November 26, 2020 16:59 - 54 minutes - 99.6 MBVideo Version: https://youtu.be/H0NfDIDcu84 Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews a founder from South Africa, of the ranks of Elon Musk's Genius, Founder & CEO at Numerai: Richard Craib They talk about Richard's journey into the world of Finance, Trading and Data Science. They also discuss the Numerai story, the hedge fund, the competition and recently announced signals, along with the "Master Plan" Links: Sig...
Michael Kennedy: Talk Python and Python Bytes Podcast, Creating Pythonic Content #120
November 22, 2020 16:59 - 1 hour - 120 MBVideo Version: https://youtu.be/pgzEqhuGBd0 Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani talks Python to the amazing podcaster, content creator and educator: Michael Kennedy, the host of talk Python podcast and Python Bytes podcast, In this episode, they talk about Michael's journey in programming and with Python. Michael has been hosting the podcast for five years and has been in the programming world for even longer, they dive in...
Charlie Boyle: Pushing the Envelope of Super Computing, NVIDIA DGX A100, Hardware Engg at NVIDIA #119
November 19, 2020 16:59 - 55 minutes - 101 MBVideo Version: https://youtu.be/SiUnKGD90uI Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews the VP, GM of DGX Systems at NVIDIA. NVIDIA recently unveiled their new DGX A100 systems and new A100 GPUs, that are really pushing the envelope of super computing. In this episode, they discuss the engineering that goes behind the scenes, how the systems are designed and their origin, how these have evolved over the years and NVIDI...
Tim Dettmers: Personal Side of Academia, How to pick your Grad School, RTX 3000 FAQ #118
November 15, 2020 16:59 - 1 hour - 133 MBVideo Version: https://youtu.be/RvwynqDUoQE Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews PhD Student: Tim Dettmers for the second time on the show! In this episode, they talk a lot about research in general, and the personal aspect of research, which isn't covered as much: How you should pick a grad school, Is creativity important in academia They talk a lot about personal side of things while you're going through the p...
"Beluga", Gabor Fodor: Cornell Birdcall 10 Pos Solo Gold Sol #117
November 12, 2020 17:00 - 48 minutes - 88.1 MBVideo Version: https://youtu.be/1O15z3Bv3UE In this episode, Sanyam Bhutani interviews the Beluga of Kaggle World, Competitions GM: Gabor Fodor. They talk about Gabor's journey into Data Science, Kaggle and his 10th Pos Solo Gold Finish on the Cornell Birdcall competition Links: Comp Link: https://www.kaggle.com/c/birdsong-recognition Writeup: https://www.kaggle.com/c/birdsong-recognition/discussion/183407 Follow: Gabor Fodor: https://twitter.com/BelugaFodor https://www.linkedin.com...
Luis Serrano: AI Content Creation, Teaching ML, Grokking ML #116
November 08, 2020 16:59 - 52 minutes - 95.6 MBVideo Version: https://youtu.be/n2bUu9AcGnE Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews one of his teachers, content creator and Quantum AI Research Scientist: Luis Serrano In this episode, they talk about Luis' process of creating the amazing videos for anyone to enjoy on his YouTube channel, they talk about his process of creating this, his journey of teaching thousands, now millions of people through his content. Th...
Jacqueline Nolis & Emily Robinson: Building a Career in Data Science #115
November 05, 2020 16:59 - 1 hour - 140 MBVideo Version: https://youtu.be/-OSWCeo18vs Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews two amazing Data Scientists who've quite literally authored a book on Building a Career in Data Science: Jacqueline Nolis and Emily Robinson. Both of the amazing heroes on this episode have worked across different industries, and have written amazing blog posts. They've also written a book quite literally on the topic of building a c...
Catherine Nelson & Hannes Hapke: Building ML Pipelines #114
November 01, 2020 16:59 - 45 minutes - 82.8 MBVideo Version: https://youtu.be/wxVGu8vKvG8 Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews the authors of the book "Building ML Pipelines": Catherine Nelson and Hannes Hapke Catherine is a data scientist at SAP concur labs. And Hannes is an ML Engineer in the same company. They talk about the journey into machine learning and the journey into this world of building machine learning pipelines, they dive into depth about th...
Jeff Heaton: Creating AI Content, Kaggle and Teaching #113
October 29, 2020 15:59 - 1 hour - 135 MBVideo Version: https://youtu.be/nShflQj5RXY Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews a Content Creator, Educator, Data Scientist and Kaggler: Jeff Heaton Jeff is currently VP at RGA, and an amazing content creator on YouTube, he puts out videos almost every week in the realm of machine learning, broadly speaking. He's also an adjunct professor at Washington University, they talk about his journey, into machine learni...
Ken Jee: Creating AI Content, Sports Analytics, Data Science Community #112
October 25, 2020 15:59 - 52 minutes - 95.6 MBVideo Version: https://youtu.be/UmEFK4RinUU Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Data Scientist, Content Creator: @Ken Jee They talk about his journey into Data Science, Creating content and Sports Analytics. They discuss what Ken has learned via creating content and how does his experience tie in together with everything he has been doing. Follow: Ken Jee: http://twitter.com/kenjee_ds https://kennethjee.com ...
Philipp Singer & Christof Henkel: Google Landmark Recognition 1st Pos Sol #111
October 22, 2020 15:59 - 42 minutes - 77.3 MBVideo Version: https://youtu.be/NRl3lMlixPc Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews two Kaggle legends: Philipp Singer and Christof Henkel about their team's Winning Solution to the Google Landmark Recognition 2020 Kaggle competition. This interview is a continued conversation with both of the legends, please find the older interviews to know more about their journey and watch this one for their winning solution and...
Thomas Wolf: NLP at Hugging Face, Transformers #110
October 18, 2020 15:59 - 1 hour - 113 MBVideo Version: https://youtu.be/invR7r7c_pU Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews another NLP Hero from 🤗, the CSO: Thomas Wolf. They talk about Thomas's journey into the field, Thomas has worked across many different fields, and they connect the dots of how he followed his passions leading towards finally now NLP and the world of transformers. They talk about his research work and his work at hugging face. Thoma...
Ian Ozsvald: High Performance Python, Teaching & Consulting in ML #109
October 15, 2020 15:59 - 1 hour - 130 MBVideo Version: https://youtu.be/I7376Wl8JQ4 Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews the Chief Data Scientist at Mor consulting and an author of High Performance Python with O'Reilly: Ian Ozsvald. They talk all about his rich experience in Python and in data science, broadly speaking. Ian shares a lot of insights that he's picked up along his journey while working on so many rich projects, so many projects across di...
Tim Dettmers: Which RTX 3000 GPU to get for DL? 3090 FAQ | CTDS.Show #108
October 11, 2020 15:59 - 26 minutes - 49 MBVideo Version: https://youtu.be/CaoQLrSBk0o Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani This episode, which is an excerpt from Sanyam Bhutani's complete interview with Tim Dettmers In this small excerpt, they discuss the RTX 3000 FAQs: - Should you buy these? - Which ones should you buy? - How can you make two of these work together? - Are they slower than the expected Quadro Cards? Links: https://timdettmers.com/2020/09/07/which-gpu-for-deep-learning/ Fo...
Kun Hao Yeh: SIIM ISIC Melanoma 14 Pos Sol | Journey to Becoming Kaggle Master | CTDS.Show #107
October 08, 2020 16:00 - 25 minutes - 47 MBVideo Version: https://youtu.be/XoHYqL_LlWs Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Kaggle Master and Sr. Software Engineer: Kun Hao Yeh. They Talk about their team's 14th pos gold solution to the SIIM ISIC Melanoma Classification Comp. They also discuss Kun Hao's journey from taking one of the courses by Marios to teaming up with him along with many Kaggle Tips & Tricks Links: Wining Sol: https://www.kaggle.com...
Jose Fernandez Portal & Francisco Ingham | Approaching Fast.ai | ML Community | CTDS.Show #106
October 04, 2020 15:59 - 1 hour - 128 MBVideo Version: https://youtu.be/ZrXaY3tdXuc Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews two of his mentors, peers from fast.ai, DL Engineers at Mercado Libre: Jose Fernandez Portal and Francisco Ingham. This episode is a lot about making a transition into the field: Learning via fast.ai, and how to foster a community similar to fast.ai in your local region, the importance of this, Jose and Francisco both have taken the ...
Habib Bukhari & Igor Zubarev | Kaggle PANDA Challenge: 2nd Pos Sol | Gold Medalling on Kaggle | CTDS.Show #105
October 01, 2020 16:00 - 1 hour - 141 MBVideo Version: https://youtu.be/UVZm2gEZhtA Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews two amazing Kagglers, Kaggle Masters: "DrHB" & "CatEek": Habib Bukhari & Igor Zubarev. They discuss their team's second position in the PANDA competition, The competition stands for Prostate cANcer graDe Assessment. Their team, "Save the prostate" ranked second in the private leaderboard, they discuss about the journey into machine ...
Marie-Anne Lachaux | Unsupervised Translation of Programming Languages | FAIR | CTDS.Show #104
September 27, 2020 15:59 - 35 minutes - 64.4 MBVideo Version: https://youtu.be/dIejo08k9mI Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Research Engineer at FAIR: Marie-Anne Lachaux. They discuss the joint work shared by Marie-Anne, "Unsupervised translation of programming languages" If you're unaware: it's an amazing, mind-blowing work demonstrating how to translate code from one language to another. They. dive into her research and her journey into the field alon...
Lavanya Shukla | Journey from coding websites at age 10 to Applying ML | CTDS.Show #103
September 24, 2020 15:59 - 46 minutes - 84.7 MBVideo Version: https://youtu.be/fOEG6EpAsLI Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews the Head of Growth at Weights & Biases: Lavanya Shukla Lavanya Shukla has a very interesting journey into machine learning and programming, they talk all about how she started programming at the age of 10 built amazing websites through a dial up connection in India, and over the years improved her skills, eventually joining a compute...
Alexey Grigorev | Machine Learning BookCamp | ML at Scale | Data Science at OLX | CTDS.Show
September 20, 2020 15:59 - 50 minutes - 91.7 MBAudio (Podcast Version) available here: https://anchor.fm/chaitimedatascience Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Kaggle Comp Master, Lead Data Scientist at OLX Group: Alexey Grigorev. They talk about his experience of transitioning into ML, how he did it, how was kaggle helpful. Alexey shares a very honest overview of how his university how how much his university was helpful or not, and how was Kaggle helpfu ...
Bryan Catanzaro | Research at NVIDIA | RTX 3000 | Deep Learning | CTDS.Show #101
September 17, 2020 15:30 - 1 hour - 120 MBGTC Conference tickets giveaway details: https://twitter.com/bhutanisanyam1/status/1306637737592840193?s=20 Video Version: https://youtu.be/guJT5GOiNjA Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews the VP of Applied Research at NVIDIA: Bryan Catanzaro They talk about Bryan's journey into ML and his journey at NVIDIA as a proxy to understanding the evolution of research being done at NVIDIA. They discuss how Bryan's work...
Sudalai Rajkumar, SRK | Journey to becoming 3x Kaggle GM | Datasets | CTDS.Show #100
September 13, 2020 16:00 - 1 hour - 111 MBVideo Version: https://youtu.be/VPdmamFR6y8 Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews the SRK of Kaggle, 3x Kaggle Grandmaster and Data Scientist at H2O.ai: Sudalai Rajkumar. This interview is a Part-2 of the previous blog interview, they talk about SRK's journey to becoming 3x Kaggle GM along with his journey in Data Science and Kaggle. SRK shares many solid suggestions for people getting started in Data Science and...
Sara Hooker | Research at Google AI | Interpretability and Model Compression | CTDS.Show #99
September 10, 2020 15:59 - 1 hour - 164 MBVideo Version: https://youtu.be/O7JwKAv99_M Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Research Scholar at Google brain: Sara Hooker. Sara has an amazing background and a "non-traditional" path into research. They talk all about her journey into research into machine learning. Sara is still very much connected to her roots, she's from Africa, and she shares her amazing perspective on how different problems, different c...
Adrian Rosebrock | The PyImageSearch Story | OpenCV, Deep Learning & Optical Character Recognition
September 06, 2020 15:59 - 1 hour - 165 MBVideo Version: https://youtu.be/wyfROwJUW-Y Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews the Computer Vision Guru, Chief at PyImageSearch: Dr. Adrian Rosebrock. This interview is part-2 of Sanyam's blog interview with Adrian. They talk about Adrian's journey into CV and ML. They also discuss the secrets of PyImageSearch HQ and how the amazing tutorials are created. They also talk about Adrian's upcoming OCR Book and the...
Anastasiia Mishchuk | Applying Kaggle to Research | Learning ML | CTDS.Show #97
September 03, 2020 15:59 - 24 minutes - 44.4 MBVideo Version: https://youtu.be/o-2NJWKWwdA Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Computer Vision Research Engineer at EPFL: Anastasiia Mishchuk They talk about her journey into research, into engineering, and also on kaggle. Anastasiia is a kaggle competition master: They talk about her perspective on kaggle and also dive into her process of approaching research problems and discuss one of her recent works. Foll...
Dima Damen | Action & Video Recognition | Epic-Kitchens-100 | CTDS.Show #96
August 30, 2020 15:59 - 1 hour - 135 MBPersonal Note: This is one of the best interviews that I've had the privilege of conducting. Every single answer by Dima, every single qoute is simply, golden. Video Link: https://youtu.be/GXqq_hj-UuY Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews an associate professor at the University of Bristol and CV researcher with interests in action recognition and video recognition: Dr. Dima Damen They talk about her journey into...
Andrey Kurenkov | Lessons from Grad School | TheGradient.pub | Stanford Research | CTDS.Show #95
August 27, 2020 15:59 - 28 minutes - 53.2 MBVideo Version: https://youtu.be/NrkfNqz5w7M Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews PhD Student at Stanford, AI and vision lab: Andrey Kurenkov This interview is a more critical take on research and different aspects of Andrey's research. They talk about what he's learned through his mistakes at grad school. They also discuss about TheGradient.pub, and Andrey's process of writing. Links: "All my failures in Grad ...
Fatma Guney | Unsupervised Learning of Multi-Frame Optical Flow w Occlusions | 3D CV | CTDS.Show #94
August 23, 2020 16:00 - 52 minutes - 95.3 MBVideo Version: https://youtu.be/Fc6IEqEEpZw Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Computer Vision Researcher: Fatma Guney They talk all about Computer Vision, her research interests: optical flow and even beyond, self driving cars. Fatma has also taught a few courses based on computer vision and they dive into her take on what should students focus on in this field. Links: Unsupervised Learning of Multi-Frame O...
Ahmet Erdem | Trends Neuroimaging 7th place solo gold | Rapids.ai | CTDS.Show #93
August 20, 2020 15:59 - 31 minutes - 57.4 MBVideo Version: https://youtu.be/G1ZvjJYRxH8 Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews a Kaggle Grandmaster from Turkey, Sr. Software Engineer at Rapids.ai: Ahmet Erdem They talk all about Ahmet's Kaggle journey, and his seventh place solo gold solution to the Trends Neuroimaging competition. Ahmet has been competing for a few years now, they discuss his approach to Kaggle which has led him to achieving 50% medals sol...
Abhishek Thakur | Approaching (Almost) any ML Problem | CTDS.Show #92
August 16, 2020 15:59 - 45 minutes - 83.7 MBVideo Version: https://youtu.be/zgC8fjF0Now Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Abhishek Thakur for the 2nd time! They talk about his book: Approaching (Almost) any ML Problem, Abhishek's process to creating Videos and his process to writing the book. They also discuss on how to effectively approach Kaggle and Abhishek shares many advices that are applicable to Kaggle. Links: Previous Interview: https://www.y...
Guanshuo Xu | Achieving #1 Rank in Kaggle Competitions Tier | Alaska2 Winning Sol | CTDS.Show #91
August 13, 2020 15:59 - 47 minutes - 86.4 MBVideo version: https://youtu.be/lkUhibNLMNk Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani interviews Data Scientist at H2O.ai, the new King of Kaggle Competitions, new Rank 1: Dr. Guanshuo Xu Guanshuo has just secured the title with his win in Alaska2 Image Steganalysis competition, in his journey he has achieved 15 gold medals, 15 silver medals, out of these 10 are solo gold 13 are solo Silver! They talk about his journey on Kaggl...