Vespa.ai with Jon Bratseth

Vespa.ai with Jon Bratseth

Author: Machine Learning Archives - Software Engineering Daily December 26, 2023 Duration: 46:11
Vespa is a fully featured search engine and vector database, and it has integrated ML model inference. The project open sourced in 2017, and since then has grown to become a prominent platform for applying AI to big data sets at serving time. Vespa began as a project to solve Yahoo’s use cases in search,

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
Rasa: Conversational AI with Tom Bocklisch [not-audio_url] [/not-audio_url]

Duration: 52:21
Chatbots became widely popular around 2016 with the growth of chat platforms like Slack and voice interfaces such as Amazon Alexa. As chatbots came into use, so did the infrastructure that enabled chatbots. NLP APIs and…
Snorkel: Training Dataset Management with Braden Hancock [not-audio_url] [/not-audio_url]

Duration: 52:56
Machine learning models require the use of training data, and that data needs to be labeled. Today, we have high quality data infrastructure tools such as TensorFlow, but we don’t have large high quality data sets. For m…
Descript with Andrew Mason [not-audio_url] [/not-audio_url]

Duration: 44:07
Descript is a software product for editing podcasts and video. Descript is a deceptively powerful tool, and its software architecture includes novel usage of transcription APIs, text-to-speech, speech-to-text, and other…
Anyscale with Ion Stoica [not-audio_url] [/not-audio_url]

Duration: 48:56
Machine learning applications are widely deployed across the software industry. Most of these applications used supervised learning, a process in which labeled data sets are used to find correlations between the labels a…
Practical AI with Chris Benson [not-audio_url] [/not-audio_url]

Duration: 44:40
Machine learning algorithms have existed for decades. But in the last ten years, several advancements in software and hardware have caused dramatic growth in the viability of applications based on machine learning. Smart…
Future of Computing with John Hennessy Holiday Repeat [not-audio_url] [/not-audio_url]

Duration: 56:43
Originally published June 7, 2018 Moore’s Law states that the number of transistors in a dense integrated circuit doubles about every two years. Moore’s Law is less like a “law” and more like an observation or a predicti…
Incident Response Machine Learning with Chris Riley [not-audio_url] [/not-audio_url]

Duration: 45:50
Software bugs cause unexpected problems at every company. Some problems are small. A website goes down in the middle of the night, and the outage triggers a phone call to an engineer who has to wake up and fix the proble…
Traces: Video Recognition with Veronica Yurchuk and Kostyantyn Shysh [not-audio_url] [/not-audio_url]

Duration: 1:00:45
Video surveillance impacts human lives every day. On most days, we do not feel the impact of video surveillance. But the effects of video surveillance have tremendous potential. It can be used to solve crimes and find mi…
Cruise: Self-Driving Engineering with Mo Elshenawy [not-audio_url] [/not-audio_url]

Duration: 48:58
The development of self-driving cars is one of the biggest technological changes that is under way. Across the world, thousands of engineers are working on developing self-driving cars. Although it still seems far away,…
People.ai: Machine Learning for Sales with Andrey Akselrod [not-audio_url] [/not-audio_url]

Duration: 45:29
A large sales organization has hundreds of sales people. Each of those sales people manages a set of accounts who they are trying to close sales deals on. Sales people are overseen by managers who ensure that the sales p…