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ML/Tutorials Angelica Pan

Jeremy Howard — The Simple but Profound Insight Behind Diff…

Jeremy explains diffusion, shares his thoughts on large models, revisits the debate between Python and Julia, and talks about his scientific advocacy...

3 years ago Weights & B…
157 words 1 min
ML/Tutorials Angelica Pan

Jerome Pesenti — Large Language Models, PyTorch, and Meta

Jerome discusses the current advances around large language models and shares some stories about his time as VP of AI at Meta, including leading the t...

3 years ago Weights & B…
149 words 1 min
ML/Tutorials Angelica Pan

D. Sculley — Technical Debt, Trade-offs, and Kaggle

D. dives into some of the potential pitfalls of model development and explains the roles that Kaggle plays in the machine learning community....

3 years, 1 month ago Weights & B…
119 words 1 min
ML/Tutorials Anish Shah

Emad Mostaque — Stable Diffusion, Stability AI, and What’s …

Emad shares the story and mission behind Stability AI, a startup and network of decentralized developer communities building open AI tools....

3 years, 1 month ago Weights & B…
119 words 1 min
ML/Tutorials Anish Shah

Jehan Wickramasuriya — AI in High-Stress Scenarios

Jehan discusses applications for AI in public safety and enterprise security...

3 years, 3 months ago Weights & B…
66 words 1 min
ML/Tutorials Angelica Pan

Will Falcon — Making Lightning the Apple of ML

Will explores Lightning's journey from undergrad project to Series B startup...

3 years, 3 months ago Weights & B…
66 words 1 min
ML/Tutorials Angelica Pan

Aaron Colak — ML and NLP in Experience Management

Aaron explains how Qualtrics uses machine learning for the enrichment of experience management, discusses the strength and speed of the current NLP ec...

3 years, 4 months ago Weights & B…
198 words 1 min
Security Research

Reflecting on Towards Evaluating the Robustness of Neural N…

I recently got back from attending USENIX Security 2022, and someone pointed out to me that it's been five years since I wrote Towards Evaluating the...

3 years, 4 months ago Nicholas Ca…
418 words 1 min
ML/Tutorials Angelica Pan

Jordan Fisher — Skipping the Line with Autonomous Checkout

Jordan explains how Standard AI uses machine learning to track products and customers in challenging retail environments...

3 years, 5 months ago Weights & B…
104 words 1 min
ML/Tutorials Angelica Pan

Drago Anguelov — Robustness, Safety, and Scalability at Way…

Drago discusses current trends in autonomous driving technology, the challenges of simulation and scalability, and why it's important to find rare exa...

3 years, 5 months ago Weights & B…
135 words 1 min
ML/Tutorials Angelica

James Cham — Investing in the Intersection of Business and …

James explains what investing in "the future of work" means, the importance of demystifying ML and making it more accessible, and how new technologies...

3 years, 6 months ago Weights & B…
151 words 1 min
Security Research

Rapid Iteration in Machine Learning Research

A brief discussion about a tool I use to make rapid iteration in ML research possible....

3 years, 6 months ago Nicholas Ca…
71 words 1 min
ML/Tutorials Angelica Pan

Tristan Handy — The Work Behind the Data Work

Tristan explains the rise of the modern data stack, how dbt makes data transformation easier, and why SQL is still so popular....

3 years, 7 months ago Weights & B…
105 words 1 min
ML/Tutorials Angelica Pan

Johannes Otterbach — Unlocking ML for Traditional Companies

Johannes talks about quantum computing, the state of the ML tools ecosystem today, and the challenges of developing and deploying models for customers...

3 years, 7 months ago Weights & B…
129 words 1 min
ML/Tutorials Cayla Sharp

Mircea Neagovici — Robotic Process Automation (RPA) and ML

Mircea explains how machine learning unlocks the next level of potential for robotic process automation (RPA) and how ML teams differ from engineering...

3 years, 8 months ago Weights & B…
134 words 1 min
Security Research

A Case of Plagarism in Machine Learning Research

A recent paper ('A Roadmap for Big Model') has copied a bunch of text from over a dozen prior papers. This is bad....

3 years, 9 months ago Nicholas Ca…
92 words 1 min
ML/Tutorials Angelica Pan

Amelia & Filip — How Pandora Deploys ML Models into Product…

Amelia and Filip give insights into the recommender systems powering Pandora, from developing models to balancing effectiveness and efficiency in prod...

3 years, 9 months ago Weights & B…
137 words 1 min
ML/Tutorials Angelica Pan

Wojciech Zaremba — What Could Make AI Conscious?

Wojciech joins us to talk the principles behind OpenAI, the Fermi paradox, and the future stages of developments in AGI....

3 years, 9 months ago Weights & B…
101 words 1 min
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