AI Models Courses and Certifications

DevConf

Efficient Storage and Distribution of AI/ML Models Using OCI Artifacts

Explore efficient storage, versioning, and distribution of AI/ML models using OCI Artifacts. Learn to break models into atomic units for optimized updates and reassembly on target devices.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

OpenSearch - Enhancing Databases with Conversational Search Using AI Models

Explore enhancing databases with AI-driven conversational search, enabling natural language queries and responses. Learn implementation, configuration, and practical strategies for improved user experience.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Load Management for AI Models - Managing OpenAI Rate Limits with Request Prioritization

Learn advanced techniques for managing OpenAI API rate limits, including request prioritization and quota management, to ensure reliable AI-driven applications and optimize resource utilization.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

MLOps.community

Fine-Tuning LLMs: Helix for Text and Image AI Models

Explore Helix for fine-tuning text and image AI using open-source models. Learn about challenges in creating a fine-tuning service platform from a software infrastructure expert.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

USENIX

Safe Evaluation and Rollout of AI Models

Explore approaches for safely evaluating and rolling out AI models in production systems, focusing on measuring performance across user inputs to detect regressions requiring fixes or rollbacks.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Kode Kloud

Docker Model Runner - Run AI Models Locally with Docker Desktop

Discover how to run AI models locally using Docker Model Runner, eliminating cloud costs. Set up on Windows 11 with WSL2, pull models, and integrate OpenAI-compatible APIs.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

RSA Conference

Deepfake vs KYC: War Among AI Models, Providers, and Criminals

Explore the battle between deepfake technology and KYC verification, examining how cybercriminals use AI to commit identity theft and learning strategies to protect against these emerging threats.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Managing and Distributing AI Models Using OCI Standards and Harbor

Discover how to effectively manage and distribute AI models using OCI standards and Harbor, covering model structures, security, replication, and acceleration mechanisms for enterprise deployment.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Platform Engineering

Trusting Your AI Models - Building a Secure Cloud-Native Supply Chain

Discover how to secure AI models through cloud-native supply chains using KitOps, Sigstore/Cosign, and Kubernetes for packaging, attestation, and policy enforcement in production.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Security BSides San Francisco

Security Considerations for Services Using AI Models

Explore security risks in AI-powered services: AI SBOMs, supply chain attacks, input manipulation, and data poisoning. Learn crucial safeguards for robust AI implementation.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

AI Bites

OpenAI O1 Preview: Understanding AI Reasoning Models and Chain of Thought

Explore OpenAI's groundbreaking o1 preview model and its advanced reasoning capabilities for solving complex puzzles, mathematical problems, and coding challenges through detailed examples and practical applications.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Anyscale

Chatbot Arena: Evaluating AI Models Through Human Preferences

Explore UC Berkeley's Chatbot Arena platform and its innovative approach to evaluating AI models through human preferences, pairwise comparisons, and crowdsourced data from 1.7M+ user votes.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Orchestrating AI Models in Kubernetes: Deploying Ollama as a Native Container Runtime

Discover how to simplify AI model deployment in Kubernetes with a custom container runtime using Ollama as the serving backend, making complex workflows more manageable and user-friendly.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

MLCon | Machine Learning Conference

AI Development 2025 - Tools, Trends, and Models Shaping the Future of Software Engineering

Explore cutting-edge AI tools, frameworks, and models transforming software engineering in 2025, including Java integration and practical development strategies.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Frontier AI Models - A Review of Past Nine Months

Explore recent AI model advances, cost reductions, and deployment strategies to choose the right model for your applications in this comprehensive industry review.

• YouTube
• 25 minutes
• Self-Paced
• Free Video