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A curated collection of learning resources for Generative AI, Machine Learning, Agentic AI, LLMs, RAG, Fine-tuning, MLOps, and more.

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations

Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort

A curated list of MLSecOps tools and resources for securing machine learning and AI systems - adversarial ML defense, LLM security, AI red teaming, model scanning, supply-chain protection, and MLOps pipeline security.

Model Registry provides a single pane of glass for ML model developers to index and manage models, versions, and ML artifacts metadata. It fills a gap between model experimentation and production activities. It provides a central interface for all stakeholders in the MLOps lifecycle to collaborate on ML models.

Start building and deploying Python packages and Docker images for MLOps tasks.

Welcome to the official repository for Batch18! 📚👩‍💻 Here, you'll find a organized collection of class notes, assignments, and code snippets generated during our sessions.

MLOps for DevOps Engineers - A hands-on, project-based guide to Machine Learning Operations

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