Machine Learning Archives - Software Engineering Daily

Machine Learning Archives - Software Engineering Daily

Author: Machine Learning Archives - Software Engineering Daily Language: English Episodes: 100
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.
Episodes
Anaconda and Accelerating AI Development with Rob Futrick [not-audio_url] [/not-audio_url]

Duration: 44:21
Anaconda is a popular platform for data science, machine learning, and AI. It provides trusted repositories of Python and R packages and has over 35 million users worldwide. Rob Futrick is the CTO at Anaconda, and he joi…
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Duration: 0:00
Java is one of the most widely used programming languages, and a key contributor to its success is VMware Tanzu’s Spring, the most common framework for Java development. The Spring Framework is built on top of the Java V…
Vercel AI with Lee Robinson [not-audio_url] [/not-audio_url]

Duration: 49:21
Vercel provides a cloud platform to rapidly deploy web projects, and they develop the highly successful Next.js framework. The company recently made headlines when they announced v0 which is a generative AI tool to creat…
Algolia with Sean Mullaney [not-audio_url] [/not-audio_url]

Duration: 49:18
Algolia is a platform that provides search as a service. The company was founded in 2012, was part of Y Combinator’s Winter 2014 class, and has become highly popular for integrating modern search functionality into web-f…
JetBrains AI with Jodie Burchell [not-audio_url] [/not-audio_url]

Duration: 55:01
Jodie Burchell is the Data Science Developer Advocate at JetBrains, which makes integrated development environments or, IDEs, for many major languages. After observing the rapid growth of the AI coding assistant landscap…
AWS re:Invent Special: Sagemaker with Ankur Mehrotra [not-audio_url] [/not-audio_url]

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 speak…
Pinecone Vector Database with Marek Galovic [not-audio_url] [/not-audio_url]

Duration: 39:29
An embedding is a concept in machine learning that refers to a particular representation of text, images, audio, or other information. Embeddings are designed to make data consumable by ML models. However, storing embedd…
Vespa.ai with Jon Bratseth [not-audio_url] [/not-audio_url]

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…
GitHub Copilot with Joseph Katsioloudes [not-audio_url] [/not-audio_url]

Duration: 50:14
GitHub Copilot is an AI tool developed by GitHub and OpenAI to assist software developers by autocompleting code. Copilot kicked off a revolution in software engineering, and AI assistants are now considered essential to…
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Duration: 0:00
On a recent trip to my hometown in Eastern Canada, my father picked me up at the airport. One of the first things he asked me was, “Is AI going to take everyone’s jobs?”. When AI, generative AI, and large language models…