110 episodes

Technical interviews about software topics.

Machine Learning – Software Engineering Daily Machine Learning – Software Engineering Daily

    • Technology
    • 4.5, 58 Ratings

Technical interviews about software topics.

    Drug Simulations with Bryan Vicknair and Jason Walsh

    Drug Simulations with Bryan Vicknair and Jason Walsh

    Drug trials can lead to new therapeutics and preventative medications being discovered and placed on the market. Unfortunately, these drug trials typically require animal testing. This means animals are killed or harmed as a result of needing to verify that a drug will not kill humans. Animal testing is unavoidable, but the extent to which

    • 58 min
    Metaflow: Netflix Machine Learning Platform with Savin Goyal

    Metaflow: Netflix Machine Learning Platform with Savin Goyal

    Netflix runs all of its infrastructure on Amazon Web Services. This includes business logic, data infrastructure, and machine learning. By tightly coupling itself to AWS, Netflix has been able to move faster and have strong defaults about engineering decisions. And today, AWS has such an expanse of services that it can be used as a

    • 56 min
    Determined AI: Machine Learning Ops with Neil Conway

    Determined AI: Machine Learning Ops with Neil Conway

    Developing machine learning models is not easy. From the perspective of the machine learning researcher, there is the iterative process of tuning hyperparameters and selecting relevant features. From the perspective of the operations engineer, there is a handoff from development to production, and the management of GPU clusters to parallelize model training. In the last

    • 48 min
    Deepgram: End-to-End Speech Recognition with Scott Stephenson

    Deepgram: End-to-End Speech Recognition with Scott Stephenson

    Deepgram is an end-to-end deep learning platform for speech recognition. Unlike the general purpose APIs from Google or Amazon, Deepgram models are custom-trained for each customer. Whether the customer is a call center, a podcasting company, or a sales department, Deepgram can work with them to build something specific to their use case. Sound data

    • 53 min
    Cresta: Speech ML for Calls with Zayd Enam

    Cresta: Speech ML for Calls with Zayd Enam

    At a customer service center, thousands of hours of audio are generated. This audio provides a wealth of information to transcribe and analyze. With the additional data of the most successful customer service representatives, machine learning models can be trained to identify which speech patterns are associated with a successful worker. By identifying these speaking

    • 59 min
    Traces: Video Recognition with Veronica Yurchuk and Kostyantyn Shysh (Summer Break Repeat)

    Traces: Video Recognition with Veronica Yurchuk and Kostyantyn Shysh (Summer Break Repeat)

    Originally published October 8, 2019. We are taking a few weeks off. We’ll be back soon with new episodes. 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

    • 1 hr

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