Practical AI with Chris Benson (Repeat)

Practical AI with Chris Benson (Repeat)

Author: Machine Learning Archives - Software Engineering Daily December 17, 2020 Duration: 44:40
Originally published December 9, 2019 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. Smartphones generate large quantities of data about how humans move through the world. Software-as-a-service companies generate data about

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
Stack Overflow in the AI era with Ellen Brandenberger [not-audio_url] [/not-audio_url]

Duration: 47:55
When StackOverflow launched in 2008 it lowered the barrier to writing complex software. It solved the longstanding problem of accessing accurate and reliable programming knowledge by offering a collaborative space where…
AI for Software Delivery with Birgitta Böckeler [not-audio_url] [/not-audio_url]

Duration: 1:01:36
AI-assisted software delivery refers to the utilization of artificial intelligence to assist, enhance, or automate various phases of the software development lifecycle. AI can be used in numerous aspects of software deve…
Ethical GPTs with Amruta Moktali [not-audio_url] [/not-audio_url]

Duration: 51:44
Generative pre-trained transformer models, or GPT models, have countless applications and are being rapidly deployed across a wide range of domains. However, using GPT models without appropriate safeguards can lead to le…
Data Investing and the MAD with Matt Turck [not-audio_url] [/not-audio_url]

Duration: 51:08
There are many types of early stage funding available from friends and family to seed to series A. Some firms invest across a wide set of technologies and seek only to provide capital. Others are in it for the long haul…
Surviving ChatGPT with Christian Hubicki [not-audio_url] [/not-audio_url]

Duration: 1:13:27
ChatGPT is an artificial intelligence language model developed by OpenAI. It is part of the GPT (Generative Pre-trained Transformer) family of models, which are designed to generate human-like text based on input prompts…
Edge Impulse with Daniel Situnayake [not-audio_url] [/not-audio_url]

Duration: 49:27
Today, we spoke with Daniel Situnayake of Edge Impulse. We discussed AI, machine learning, edge devices, TinyML and AI tool chain. Sponsorship inquiries: sponsor@softwareengineeringdaily.com
Automatic Database Tuning with Andy Pavlo [not-audio_url] [/not-audio_url]

Duration: 39:54
The default configuration in most databases is meant for broad compatibility rather than performance. Database tuning is a process in which the configurations of a database are modified to achieve optimal performance. Da…
Practical Machine Learning in JavaScript with Charlie Gerard [not-audio_url] [/not-audio_url]

Duration: 30:39
Originally published on January 1, 2022. Charlie Gerard is an incredibly productive developer. In addition to being the author of Practical Machine Learning in JavaScript, her website charliegerard.dev has a long list of…
Union.ai with Ketan Umare [not-audio_url] [/not-audio_url]

Duration: 54:35
At Lyft, Ketan Umare worked on Flyte, an orchestration system for machine learning. Flyte provides reliability and APIs for machine learning workflows, and is used at companies outside of Lyft such as Spotify. Since leav…
Ad-free Search on Neeva with Darin Fisher [not-audio_url] [/not-audio_url]

Duration: 48:41
Historically, search engines made money by showing sponsored ads alongside organic results. As the idiom goes, if you’re not paying for something, you are the product. Neeva is a new take on search engines. When you sear…