AWS re:Invent Special: Sagemaker with Ankur Mehrotra

AWS re:Invent Special: Sagemaker with Ankur Mehrotra

Author: Machine Learning Archives - Software Engineering Daily January 9, 2024 Duration: 35:23
This episode of Software Engineering Daily is part of our on-site coverage of AWS re:Invent 2023, which took place from November 27th through December 1st in Las Vegas. In today’s interview, host Jordi Mon Companys speaks with Ankur Mehrotra who is the Director and GM of Amazon SageMaker. Jordi Mon Companys is a product manager

Dive deep into the conversations shaping the future of artificial intelligence with the Machine Learning Archives-Software Engineering Daily. This curated collection pulls from the broader Software Engineering Daily library, focusing entirely on the intricate world of ML engineering. Each episode features a detailed, technical interview with engineers, researchers, and architects who are building the systems behind today's most advanced AI. You'll hear them break down complex topics like model deployment, data pipeline challenges, and the practical trade-offs involved in taking research from a notebook into production. The discussions are grounded in real-world implementation, moving beyond theoretical concepts to explore the tools, failures, and successes that define the field. For developers and technical leaders looking to understand the nuts and bolts of applied machine learning, this podcast offers a valuable archive of knowledge. It's a direct line to the practitioners who are solving hard problems every day, providing insights you can apply to your own work. Tune in to gain a clearer perspective on how machine learning is integrated into modern software, one detailed conversation at a time.
Author: Language: en-us Episodes: 100

Machine Learning Archives - Software Engineering Daily
Podcast Episodes
Responsibly Deploy AI in Production with Anupam Datta [not-audio_url] [/not-audio_url]

Duration: 54:02
Once a machine learning model is trained and validated, it often feels like a major milestone has been achieved. In reality, it’s more like the first lap in a relay race. Deploying ML to production bears many similaritie…
Learning Tensorflow.js with Gant Laborde [not-audio_url] [/not-audio_url]

Duration: 51:21
Machine learning models must first be trained. That training results in a model which must be serialized or packaged up in some way as a deployment artifact. A popular deployment path is using Tensorflow.js to take advan…
No Code AI for Video Analytics with Alex Thiele [not-audio_url] [/not-audio_url]

Duration: 42:50
Imagine a world where you own some sort of building whether that’s a grocery store, a restaurant, a factory… and you want to know how many people reside in each section of the store, or maybe how long did the average per…
Virtual Agents for IT and HR with Dan Turchin [not-audio_url] [/not-audio_url]

Duration: 46:04
The dream of machines with artificial general intelligence is entirely plausible in the future, yet well beyond the reach of today’s cutting edge technology. However, a virtual agent need not win in Alan Turing’s Imitati…
Autonomous Driving Infrastructure with Vinoj Kumar [not-audio_url] [/not-audio_url]

Duration: 37:03
Interest in autonomous vehicles dates back to the 1920s. It wasn’t until the 1980s that the first truly autonomous vehicle prototypes began to appear. The first DARPA Grand Challenge took place in 2004 offering competito…
Sust Global: Taking Action Against Climate Change with Josh Gilbert [not-audio_url] [/not-audio_url]

Duration: 51:29
Governments, consumers, and companies across the world are becoming more aware and attentive to the risks and causes of climate change. From recycling to using solar power, people are looking for ways to reduce their car…
Machine Learning: The Great Stagnation with Mark Saroufim [not-audio_url] [/not-audio_url]

Duration: 50:40
Mark Saroufim is the author of an article entitled “Machine Learning: The Great Stagnation”. Mark is a PyTorch Partner Engineer with Facebook AI. He has spent his entire career developing machine learning and artificial…
Data Management Systems and Artificial Intelligence with Arun Kumar [not-audio_url] [/not-audio_url]

Duration: 1:03:29
Arun Kumar is an Assistant Professor in the Department of Computer Science and Engineering and the Halicioglu Data Science Institute at the University of California, San Diego. His primary research interests are in data…
Botpress: Natural Language Processing with Sylvain Perron [not-audio_url] [/not-audio_url]

Duration: 49:48
Natural Language Processing (NLP) is a branch of artificial intelligence concerned with giving computers the ability to understand text and spoken words. “Understanding” includes intent, sentiment, and what’s important i…