Chai Time Data Science

Latest Episodes:

Chip Huyen Interview: Machine Learning Interviews | MOOCS and Deep Learning at NVIDIA Oct 18, 2019

Show notes

Audio (Podcast Version) available here: https://anchor.fm/chaitimedatascience

Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani

In this episode, Sanyam Bhutani interviews Chip Huyen, Senior Deep Learning Engineer at NVIDIA. They talk all about her journey into the field and her work at NVIDIA.

They also discuss Chip's amazing upcoming book about ML interviews and ML interviews in general, Deep learning research and MOOCS.

Links:

https://huyenchip.com/

Twitter thread about the book: https://twitter.com/chipro/status/1152077188985835521

Blogpost about the book: https://huyenchip.com/2019/07/21/machine-learning-interviews.html

Glassdoor review Blogpost: https://huyenchip.com/2019/08/21/glassdoor-interview-reviews-tech-hiring-cultures.html

Follow:

Chip Huyen:

https://twitter.com/chipro?lang=en

Website: https://huyenchip.com/

Sanyam Bhutani:

https://twitter.com/bhutanisanyam1

Blog: https://medium.com/@init_27

About:

http://chaitimedatascience.com/

A show for Interviews with Practitioners, Kagglers & Researchers and all things Data Science hosted by Sanyam Bhutani.

You can expect weekly episodes every available as Video, Podcast, and blogposts.

If you'd like to support the podcast: https://www.patreon.com/chaitimedatascience

Generative Deep Learning, Technical Writing & Data Science Consulting | Interview with David Foster Oct 15, 2019

Show notes

Audio (Podcast Version) available here: https://anchor.fm/chaitimedatascience

Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani

Giveway Links:

Linkedin: https://www.linkedin.com/posts/sanyambhutani_generative-deep-learning-technical-writing-activity-6589683729122283520-E2OZ

Twitter: https://twitter.com/bhutanisanyam1/status/1183920078288351232

In this episode, Sanyam Bhutani interviews David Foster, Co-Founder of Applied Data Science, Author of Generative Deep Learning

In this interview, they talk all about his journey into the field and his path as a Data Scientist and his experience with Technical writing. They also talk all about the Generative Deep Learning Book, the efforts and the process of writing it.

Links:

Book: https://www.oreilly.com/library/view/generative-deep-learning/9781492041931/

Applied Data Science: https://adsp.ai/

David's blogposts: https://medium.com/@dtfoster

Follow:

David Foster:

https://www.linkedin.com/in/davidtfoster/

Applied Data Science:

adsp.ai

https://twitter.com/applied_data

https://www.linkedin.com/company/applied-data-science/?originalSubdomain=in

Sanyam Bhutani:

https://twitter.com/bhutanisanyam1

Blog: https://medium.com/@init_27

About:

http://chaitimedatascience.com/

A show for Interviews with Practitioners, Kagglers & Researchers and all things Data Science hosted by Sanyam Bhutani.

You can expect weekly episodes every available as Video, Podcast, and blogposts.

If you'd like to support the podcast: https://www.patreon.com/chaitimedatascience

Hugging Face, Transformers | NLP Research and Open Source | Interview with Julien Chaumond Oct 02, 2019

Show notes

Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani

In this episode, Sanyam Bhutani interviews the CTO of Hugging Face, Julien Chaumond. In this interview, they talk all about his journey into the field and his path as a CTO of Hugging Face. They discuss all the amazing work being done at Hugging Face, research and open source as well as about their team.

Links:

https://transformer.huggingface.co/

Transformers Repo: https://github.com/huggingface/transformers

https://medium.com/huggingface/distilbert-8cf3380435b5

Follow:

Julien Chaumond:

https://twitter.com/julien_c

Hugging Face:

https://twitter.com/huggingface

https://huggingface.co/

https://medium.com/huggingface

Sanyam Bhutani:

https://twitter.com/bhutanisanyam1

Blog: https://medium.com/@init_27

About:

http://chaitimedatascience.com/

A show for Interviews with Practitioners, Kagglers & Researchers and all things Data Science hosted by Sanyam Bhutani.

You can expect weekly episodes every available as Video, Podcast, and blogposts.

If you'd like to support the podcast: https://www.patreon.com/chaitimedatascience

Producing a Chainsmokers Remix with AI (MusicAutobot), DAWNBench & fast.ai | Interview with Andrew Shaw Sep 28, 2019

Show notes

In this episode, Sanyam Bhutani interviews Andrew Shaw. In this interview, they talk all about Andrew's journey into the field, his fast.ai journey, and his recent project: musicautobot. MusicAutobot is an "AI Pop Music Generator". They also briefly talk about the fast.ai DAWNBench results.

Links:

https://musicautobot.com/

fast.ai DAWNBench: https://www.fast.ai/2018/08/10/fastai-diu-imagenet/

https://www.fast.ai/2018/04/30/dawnbench-fastai/

Blogposts:

Part 1: https://towardsdatascience.com/creating-a-pop-music-generator-with-the-transformer-5867511b382a

Part 2: https://towardsdatascience.com/practical-tips-for-training-a-music-model-755c62560ec2

Part 3: https://towardsdatascience.com/a-multitask-music-model-with-bert-transformer-xl-and-seq2seq-3d80bd2ea08e

Part 4: https://towardsdatascience.com/how-to-remix-the-chainsmokers-with-a-music-bot-6b920359248c

Follow:

Andrew Shaw:

https://twitter.com/bearpelican

Sanyam Bhutani:

https://twitter.com/bhutanisanyam1

Blog: https://medium.com/@init_27

About:

http://chaitimedatascience.com/

A show for Interviews with Practitioners, Kagglers & Researchers and all things Data Science hosted by Sanyam Bhutani.

You can expect weekly episodes every available as Video, Podcast, and blogposts.

If you'd like to support the podcast: https://www.patreon.com/chaitimedatascience

Medical Science, Open Source and AI | Interview with Dr. Judy Gichoya Sep 08, 2019

Show notes

Video version: https://youtu.be/ULXB6a9i20A

Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani

In this episode, Sanyam Bhutani interviews Dr. Judy Gichoya about her journey into both the Open Source and Machine Learning world. Judy is kind enough to share great advice for people in both domains: People from the Medical domain and people from the "ML" domain looking to get started in the opposite domain. They also talk about Judy's current (and upcoming) research: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1928481&HistoricalAwards=false

Links:

LibreHealth: https://librehealth.io/

OpenMRS: https://openmrs.org/

Bad Blood book: https://en.wikipedia.org/wiki/Bad_Blood:_Secrets_and_Lies_in_a_Silicon_Valley_Startup

Follow:

Dr. Judy Gichoya

https://twitter.com/judywawira

https://www.linkedin.com/in/judy-gichoya-08195012/

https://medium.com/@judywawira

Sanyam Bhutani:

https://twitter.com/bhutanisanyam1

https://www.linkedin.com/in/sanyambhutani/

https://medium.com/@init_27

About:

http://chaitimedatascience.com/

A show for Interviews with Practitioners, Kagglers & Researchers and all things Data Science hosted by Sanyam Bhutani.

You can expect weekly episodes every available as Video, Podcast, and blogposts.

If you'd like to support the podcast: https://www.patreon.com/chaitimedatascience

"And the Bit Goes Down", Deep Learning Research, Research at FAIR | Interview with Pierre Stock Sep 05, 2019

Show notes

Audio (Podcast Version) available here: https://anchor.fm/chaitimedatascience

Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani

In this Episode, Sanyam Bhutani interviews Pierre Stock, resident PhD student at FAIR Lab, Paris. In this interview, they talk a lot about his research, Deep Learning Research in general and FAIR. They also discuss Pierre's recent research: And the Bit Goes Down: Revisiting the Quantization

of Neural Networks (Link: https://arxiv.org/pdf/1907.05686.pdf)

Repository: https://github.com/facebookresearch/kill-the-bits

Follow:

Pierre Stock:

https://twitter.com/PierreStock

https://research.fb.com/people/stock-pierre/

Sanyam Bhutani:

https://twitter.com/bhutanisanyam1

Blog: https://medium.com/@init_27

About:

http://chaitimedatascience.com/

A show for Interviews with Practitioners, Kagglers & Researchers and all things Data Science hosted by Sanyam Bhutani.

You can expect weekly episodes every available as Video, Podcast, and blogposts.

If you'd like to support the podcast: https://www.patreon.com/chaitimedatascience

Deep Learning Applied to Audio, Self Studying ML | Interview with fast.ai fellow Robert Bracco Sep 01, 2019

Show notes

Audio (Podcast Version) available here: https://anchor.fm/chaitimedatascience

In this episode Sanyam Bhutani interviews Robbert Bracco about his journey, the "unofficial fastai audio port" and they set the theme for the future episodes around "Self-Teaching", "Things Jeremy Says to do/fastai recap"

Unofficial fast.ai audio framework: https://github.com/mogwai/fastai_audio/

Deep Learning Audio Thread: https://forums.fast.ai/t/deep-learning-with-audio-thread/38123

Things Jeremy Says to do Thread: https://forums.fast.ai/t/things-jeremy-says-to-do/36682/24

Follow:

Robbert Bracco

https://twitter.com/MadeUpMasters

Sanyam Bhutani:

https://twitter.com/bhutanisanyam1

About:

http://chaitimedatascience.com/

A show for Interviews with Practitioners, Kagglers & Researchers and all things Data Science hosted by Sanyam Bhutani.

You can expect weekly episodes every available as Video, Podcast, and blogposts.

If you'd like to support the podcast: https://www.patreon.com/chaitimedatascience

MuseNet, OpenAI and Deep Learning Research: Interview with Christine Payne Aug 25, 2019

Show notes

Previous Blog Interview: https://medium.com/dsnet/interview-with-openai-fellow-christine-mcleavey-payne-aaef948ad571

In this episode, Sanyam Bhutani interviews Christine Payne for the second time. They talk about MuseNet, OpenAI and Deep Learning Research, MOOC(s) for Machine Learning, Deep Learning.

MuseNet: https://openai.com/blog/musenet/

Follow:

Christine Payne:

https://twitter.com/mcleavey

https://www.linkedin.com/in/mcleavey/

http://christinemcleavey.com/

Sanyam Bhutani:

https://twitter.com/bhutanisanyam1

About:

http://chaitimedatascience.com/

A show for Interviews with Practitioners, Kagglers & Researchers and all things Data Science hosted by Sanyam Bhutani.

You can expect weekly episodes every available as Video, Podcast, and blogposts.

If you'd like to support the podcast: https://www.patreon.com/chaitimedatascience

Interview with the Leader of mlcourse.ai, Dr. Yury Kashnitsky | Chai Time Data Science Aug 23, 2019

Show notes

Subscribe to my newsletter here: https://tinyletter.com/sanyambhutani/

Course website: mlcourse.ai

Call to action (Request): Please help us spread the word about the course.

Twitter thread: https://twitter.com/bhutanisanyam1/status/1163429648698494976?s=20

Linkedin Post: https://www.linkedin.com/feed/update/urn:li:activity:6569181565664972801/

In this episode Sanyam Bhutani interviews Dr. Yury Kashnitsky about mlcourse.ai; mlcourse.ai dubbed "Learn Machine Learning the hardway", is an open Machine Learning course by OpenDataScience. The course is designed to perfectly balance theory and practice. In this episode we talk about the course setup and structure. The efforts that went into creating the course. Yury is also kind enough to share many great advices to both future students and mlcourse alumni.

Follow:

Dr. Yury Kashnitsky

https://twitter.com/ykashnitsky

https://yorko.github.io

Sanyam Bhutani:

https://twitter.com/bhutanisanyam1

sanyambhutani.com

About:

http://chaitimedatascience.com/

A show for Interviews with Practitioners, Kagglers & Researchers and all things Data Science hosted by Sanyam Bhutani.

You can expect weekly episodes every available as Video, Podcast, and blogposts.

If you'd like to support the podcast: https://www.patreon.com/chaitimedatascience

Albumentations Framework: a fast image augmentations library | Interview with Dr. Vladimir Iglovikov Aug 19, 2019

Show notes

Subscribe to my newsletter here: https://tinyletter.com/sanyambhutani/

Video of the interview is available here: https://youtu.be/P7vUzcySzkM

Previous Blog Interview: https://medium.com/dsnet/interview-with-kaggle-grandmaster-senior-cv-engineer-at-lyft-dr-vladimir-i-iglovikov-9938e1fc7c

Albumentations Framework: https://github.com/albu/albumentations

Albumentations is a fast image augmentation library and easy to use wrapper around other libraries by Alexander Buslaev, Alex Parinov, Vladimir I. Iglovikov, Evegene Khvedchenya.

In this Episode, Sanyam Bhutani interviews Dr. Vladimir Iglovikov for the second time. They talk about albumentations, image augmentations and contributing to open source.

Follow:

Dr. Vladimir Iglovikov

https://twitter.com/viglovikov

https://www.linkedin.com/in/iglovikov/

https://www.kaggle.com/iglovikov

Sanyam Bhutani:

https://twitter.com/bhutanisanyam1

https://www.linkedin.com/in/sanyambhutani/

https://www.kaggle.com/init27/

About:

http://chaitimedatascience.com/

A show for Interviews with Practitioners, Kagglers & Researchers and all things Data Science hosted by Sanyam Bhutani.