GitLab presents AI options like code strategies, vulnerability explanations, and DevSecOps automation, which streamline improvement processes. These options leverage AI to reinforce code high quality, enhance safety, and speed up deployment. GitLab’s AI programs present sensible steerage on using these options successfully, enabling builders to leverage AI for extra environment friendly and safe software program improvement. This text lists a few of the AI programs by GitLab that empower builders to harness AI capabilities to optimize their workflows and improve software program improvement effectivity.
Setting Up Code Recommendations
This course teaches you tips on how to use GitLab Duo Code Recommendations to reinforce your coding effectivity. It covers leveraging AI for code completion and era, offering on the spot strategies, and creating code from pure language feedback.
Flip ML Fashions into On-line Apps
This course demonstrates tips on how to rework machine studying (ML) fashions into on-line apps utilizing the GitLab DevSecOps Platform and Vertex AI. It permits learners to realize sensible insights via an in depth demo to combine ML fashions into net functions seamlessly.
Prepare ML Fashions with GPU-Enabled Runners
This course exhibits you tips on how to speed up the coaching of machine studying (ML) fashions utilizing GitLab GPU-enabled runners. It covers the environment friendly strategies for dashing up your ML workflows.
No MLOps With out DevSecOps
This weblog submit explores how the GitLab knowledge Science group leverages the DevSecOps platform to automate ML mannequin coaching, enhance experiment reproducibility, and improve ML experiment monitoring. It offers sensible examples that will help you achieve insights into streamlining your knowledge science workflows.
Remediate Vulnerabilities with GitLab AI
This course covers the Clarify this Vulnerability AI function, which makes use of Google AI to summarize and clarify detected vulnerabilities. Individuals learn to allow this function and use AI-generated strategies to remediate vulnerabilities, together with a sensible instance with an SQL injection.
GitLab Duo Case Examine – Demo
This tutorial presents an outline of GitLab Duo, showcasing AI-powered DevSecOps options. It covers tips on how to construct, check, and deploy a chatbot with an LLM utilizing GitLab, enhancing effectivity and lowering cycle instances throughout the software program improvement lifecycle with AI integration.
Studying Rust with AI
This tutorial guides you thru studying Rust utilizing AI-powered GitLab Duo Code Recommendations. Individuals will expertise a hands-on tutorial to grasp Rust effectively with AI help.
Superior Rust with AI
This course extends the earlier tutorial, “Studying Rust with AI,” specializing in designing and constructing a easy feed reader software. It dives deeper into Rust programming with a hands-on mission, leveraging AI help for an enriched studying expertise.
Introduction to CI/CD
This course explains the basics of CI/CD and its significance in DevSecOps and the GitLab platform. By the top, you’ll be capable of outline CI/CD, perceive its advantages, and describe the GitLab CI/CD workflow within the software program improvement lifecycle.