Video: Gradient Boosting

THE VIDEO https://youtu.be/XfERonCCB1g THE SYNOPSIS In this video, I show off some of the GitHub Advanced Security functionality available to open-source public repositories, and describe what you can get with GitHub Enterprise Cloud. LINKS AND ADDITIONAL INFORMATION All of these videos are on behalf of Catallaxy Services, LLC, my consulting company where I help customers on…

Video: Random Forests

THE VIDEO https://youtu.be/O3PctycFRa8 THE SYNOPSIS In this video, I cover a powerful ensemble method for classification: random forests. We get an idea of how this differs from CART, learn the best possible metaphor for random forests, and dig into random search for hyperparameter optimization. LINKS AND ADDITIONAL INFORMATION All of these videos are on behalf…

Video: Taking a Look at GitHub Advanced Security

THE VIDEO https://youtu.be/BNCv2O6vQC8 THE SYNOPSIS In this video, I show off some of the GitHub Advanced Security functionality available to open-source public repositories, and describe what you can get with GitHub Enterprise Cloud. LINKS AND ADDITIONAL INFORMATION All of these videos are on behalf of Catallaxy Services, LLC, my consulting company where I help customers on…

Video: Continuous Integration and Continuous Deployment in GitHub

THE VIDEO https://youtu.be/MY9BE6kViow THE SYNOPSIS In this video, I explain what continuous integration (CI) is, disambiguate continuous delivery from continuous deployment (CD), and see how you can perform CI/CD operations using GitHub Actions. LINKS AND ADDITIONAL INFORMATION All of these videos are on behalf of Catallaxy Services, LLC, my consulting company where I help customers on…