Cruise: Self-Driving Engineering with Mo Elshenawy

Cruise: Self-Driving Engineering with Mo Elshenawy

Author: Machine Learning Archives - Software Engineering Daily October 1, 2019 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, self-driving cars are starting to feel like an inevitability. This is especially true if you spend much time in downtown San

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
Weights & Biases with Chris Van Pelt [not-audio_url] [/not-audio_url]

Duration: 38:22
Machine learning model research requires running expensive, long-running experiments where even a slight mis-calibration can cost millions of dollars in underutilized compute resources. Once trained, model deployment, pr…
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Duration: 0:00
From the widely recognized GDPR in Europe to Brazil’s LGPD regulations, and the more recent introduction of India’s DPDP law, over 100 countries now have some form of privacy regulation in place. What’s common among many…
Hugging Face with Sayak Paul [not-audio_url] [/not-audio_url]

Duration: 46:54
Hugging Face was founded in 2016 and has grown to become one of the most prominent ML platforms. It’s commonly used to develop and disseminate state-of-the-art ML models and is a central hub for researchers and developer…
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Duration: 0:00
In any given week, if you search the news for “data breach”, you’ll see headlines like the ones below. Companies like MGM and Caesars spend millions of dollars on firewalls, SIEMs, HSMs, and a whole smorgasbord of cybers…
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Duration: 0:00
As Large Language Models (LLMs) and generative AI continue to grow more sophisticated and available, many organizations are starting to build, fine-tune, and customize LLMs based on their internal data and documents. Thi…
Daytona with Ivan Burazin [not-audio_url] [/not-audio_url]

Duration: 47:50
Cloud-based software development platforms such as GitHub Codespaces continue to grow in popularity. These platforms are attractive to enterprise organizations because they can be managed centrally with security controls…
GraphAware with Luanne Misquitta [not-audio_url] [/not-audio_url]

Duration: 57:51
Knowledge graphs are an intuitive way to define relationships between objects, events, situations, and concepts. Their ability to encode this information makes them an attractive database paradigm. Hume is a graph-based…
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Duration: 0:00
Data residency requirements, which govern where sensitive data can be stored or processed in the cloud (or in an on-prem server) are a common feature of many modern data protection laws. Because of data residency require…
Speechlab and Realtime Translation with Ivan Galea [not-audio_url] [/not-audio_url]

Duration: 44:31
Speech technology has been around for a long time, but in the last 12 months it’s undergone a quantum leap. New speech synthesis models are able to produce speech that’s often indistinguishable from real speech. I’m sure…
Sourcegraph with Quinn Slack [not-audio_url] [/not-audio_url]

Duration: 41:48
If you’re a developer, there’s a good chance you’ve experimented with coding assistants like GitHub Copilot. Many developers have even fully integrated these tools into their workflows. One way these tools accelerate dev…