- 15 Courses | 23h 9m 39s
Track 1: Intro to MLOps
In this track of the MLOps Aspire Journey, the focus will be on understanding the fundamental concepts and principles that underpin this transformative field. Explore the evolution of MLOps, dissect the MLOps workflow, and delve into the challenges and best practices that await you on this exciting journey.
- 1 Course | 1h 27m 21s
Track 2: MLFlow
In this track of the MLOps Aspire Journey, the focus will be on how to track, manage, and deploy your machine learning models efficiently. From MLFlow tracking and models to model deployment and CI/CD integration, this track empowers you with essential MLOps skills.
- 7 Courses | 11h 49m 40s
Track 3: Data Version Control
In this track of the MLOps Aspire Journey, you will discover the power of Data Version Control (DVC) and its role in simplifying experiment tracking, model management, and automation in MLOps. Explore DVC's VS Code extension, command-line tools, and open-source version control system. Learn to streamline your machine learning workflows and enable continuous machine learning with DVC.
- 7 Courses | 9h 52m 38s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THESE TRACKS
Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.Digital badges are yours to keep, forever.