•    |   August 1, 2022

    Tech Talk: Hyperparameter Optimization with Ray Tune

    Hyperparameter optimization is a widely-used training process across the machine learning community. The objective of hyperparameter optimization (or tuning) is to find…

  •    |   July 8, 2022

    Tech Talk: Using Computer Vision to Blur Faces in Images

    This tech talk discusses how you can use computer vision, more specifically a facial recognition model, to blur out faces in photos….

  •    |   July 5, 2022

    MLOps World: What’s in the Box: Automatic ML Model Containerization

    Originally presented as a live workshop at MLOps World 2022, this talk includes a deep dive on building machine learning (ML) models…

  •    |   June 29, 2022

    AIIA MLOps Summit: Monitoring Drift in Production

    Once you’ve successfully deployed models and are running live inferences in production, you’ll encounter yet another obstacle: monitoring model performance over time….

  •    |   May 23, 2022

    Tech Talk: MLOps & CI/CD

    Continuous Integration (CI) and Continuous Delivery (CD) refers to the automation of tasks that contribute to the build and delivery of software…

  •    |   May 16, 2022

    Tech Talk: Drift Detection Algorithms

    Once you’ve successfully deployed models and are running live inferences in production, you’ll encounter yet another obstacle: monitoring model performance over time….

  •    |   May 9, 2022

    Tech Talk: Real-Time AI Processing at the Edge

    This tech talk focuses on AI-powered processing at the edge. By watching this video, you’ll learn how you can get started running…

  •    |   April 29, 2022

    Tech Talk: Chassis.ml: Automatic ML Model Containerization

    Containerizing machine learning models can be a pain. This talk covers a new open-source approach to building machine learning (ML) models into container images…

  •    |   April 27, 2022

    Tech Talk: Designing APIs for AI

    It’s estimated that anywhere from 50-90% of AI models developed never make it past the AI “valley of death” that exists between…

  •    |   April 14, 2022

    Tech Talk: Automated Model Deployment: MLflow

    We all know how difficult it can be to move models from a training environment into production. But what if you could…