MLOps.community Courses

Design and Development Principles for LLMOps - MLOps Podcast #254

Explore design and development principles for LLMOps with Andy McMahon. Learn about software engineering practices, new techniques, and the transition from MLOps to LLMOps in this insightful discussion.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

The Variational Book - Exploring Generative AI and Diffusion Models

Explore the evolution of generative AI, diffusion models, and LLMs with ML scientist Yuri Plotkin as he discusses his upcoming book "The Variational Book" and shares insights on advanced machine learning concepts.

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

Harnessing AI APIs for Safer, Accurate, and Reliable Applications

Explore strategies for integrating AI APIs to build safer, more accurate applications. Learn to mitigate risks, enhance performance, and improve quality in production settings for RAG and AI-assisted knowledge work.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Reliable LLM Products Fueled by Feedback - MLOps Podcast #251

Explore user-centric approaches for reliable LLM products. Learn to convert feedback into actionable insights, analyze root causes, and optimize AI solutions for real-world deployment across various industries.

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

AI Operations Without Fundamental Engineering Discipline - MLOps Podcast #250

Explore the anti-AI hype trend and learn how to bridge the gap between management and tech for effective AI implementation. Gain insights on balancing engineering fundamentals with AI initiatives.

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

AI in Healthcare - Integrating AI Solutions for Patient Engagement and Data Management

Explore AI's impact on healthcare with Eric Landry, discussing patient engagement, data management, and privacy concerns. Learn about benchmarking LLMs and developing innovative solutions to improve health outcomes.

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

Evaluating the Effectiveness of Large Language Models - Challenges and Insights

Explore challenges and insights in evaluating large language models, covering performance metrics, prompt engineering, and real-world applications. Gain expert perspectives on model selection and future improvements.

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

Extending AI: From Industry to Innovation

Explore industry insights on MLOps and AI implementation, covering challenges in model management, revenue optimization, and governance. Learn about integrating vision models, predictive maintenance, and generative AI in various sectors.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

AI for Good - Detecting Harmful Content at Scale

Explore AI-driven strategies for detecting harmful online content at scale, optimizing speed and accuracy while addressing cultural sensitivities and evolving challenges in content moderation.

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

Why Data Scientists Should Learn Software Engineering Principles

Learn essential software engineering principles for data scientists to improve code quality, modularity, and readability. Enhance project scalability and model deployment capabilities.

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

AI Agents for Consumers - The Future of AI and Consumer Empowerment

Explore RealChar's Rivia, an AI application leveraging generative AI and machine learning to handle mundane calls and customer service, freeing human time for meaningful tasks. Gain insights on AI challenges and future prospects.

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

Accelerating Multimodal AI - From Tabular ML to Generative Video Systems

Explore challenges and solutions in multimodal AI, from data management to efficient inference. Learn about systems supporting research and productionization in generative video and language models.

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

Fresh Data and Smart Retrieval: Milvus and Jina CLIP Explained - MLOps Mini Summit 7

Explore vector database updates, Milvus mechanics, and Jina CLIP's novel multi-task contrastive training for enhanced multimodal and text-based retrieval systems. Master data freshness in high-throughput, low-latency scenarios.

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

Navigating the AI Frontier: The Power of Synthetic Data and Agent Evaluations in LLM Development

Explore synthetic data and agent evaluations in LLM development. Learn strategies for enhancing model behavior, prototyping, testing, and fine-tuning to build robust AI applications.

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

Building Production-Ready AI Models for Manufacturing - LatticeFlow Roundtable

Explore production-ready AI models for manufacturing with industry experts. Uncover solutions to data challenges, model failures, and integration issues for robust, safe AI systems.

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