120 episodes

Technical interviews about software topics.

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

    • Technology
    • 3.0 • 1 Rating

Technical interviews about software topics.

    Federated Learning with Mike Lee Williams

    Federated Learning with Mike Lee Williams

    Federated learning is machine learning without a centralized data source. Federated Learning enables mobile phones or edge servers to collaboratively learn a shared prediction model while keeping all the training data on device. Mike Lee Williams is an expert in federated learning, and he joins the show to give an overview of the subject and

    • 51 min
    Labelbox: Data Labeling Platform

    Labelbox: Data Labeling Platform

    Machine learning models require training data, and training data needs to be labeled. Raw images and text can be labeled using a training data platform like Labelbox. Labelbox is a system of labeling tools that enables a human workforce to create data that is ready to be consumed by machine learning training algorithms. The Labelbox

    • 47 min
    Roboflow: Computer Vision Models with Brad Dwyer

    Roboflow: Computer Vision Models with Brad Dwyer

    Training a computer vision model is not easy. Bottlenecks in the development process make it even harder. Ad hoc code, inconsistent data sets, and other workflow issues hamper the ability to streamline models. Roboflow is a company built to simplify and streamline these model training workflows. Brad Dwyer is a founder of Roboflow and joins

    • 48 min
    Aquarium: Dataset Quality Improvement with Peter Gao

    Aquarium: Dataset Quality Improvement with Peter Gao

    Machine learning models are only as good as the datasets they’re trained on. Aquarium is a system that helps machine learning teams make better models by improving their dataset quality. Model improvement is often made by curating high quality datasets, and Aquarium helps make that a reality. Peter Gao works on Aquarium, and he joins

    • 58 min
    Elementary Robotics with Arye Barnehama

    Elementary Robotics with Arye Barnehama

    Factories require quality assurance work. That QA work can be accomplished by a robot with a camera together with computer vision. This allows for sophisticated inspection techniques that do not require as much manual effort on the part of a human. Arye Barnehama is a founder of Elementary Robotics, a company that makes these kinds

    • 47 min
    Robotic Process Automation with Antti Karjalainen

    Robotic Process Automation with Antti Karjalainen

    Robotic process automation involves the scripting and automation of highly repeatable tasks. RPA tools such as UIPath paved the way for a newer wave of automation, including the Robot Framework, an open source system for RPA. Antti Karjalainen is the CEO of Robocorp, a company that provides an RPA tool suite for developers. Antti joins

    • 42 min

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