MLOps.community Courses

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

From Robotics to Recommender Systems - MLOps Podcast #240

Explore robotics, computer vision, and recommender systems with Miguel Fierro. Gain insights on ML applications, sports analytics, and AI integration in various fields from a Microsoft Principal Data Science Manager.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Uber's Michelangelo: Strategic AI Overhaul and Impact - MLOps Podcast

Explore Uber's Michelangelo platform evolution, from basic ML predictions to advanced deep learning and generative AI, addressing challenges and introducing innovative features for streamlined AI operations.

• YouTube
• 36 minutes
• On-Demand
• Free Video

AWS Trainium and Inferentia - Enhancing AI Performance and Cost Efficiency

Explore AWS Trainium and Inferentia's AI accelerators for enhanced performance, cost savings, and seamless integration with popular frameworks. Learn about their benefits and implementation in ML workflows.

• YouTube
• 45 minutes
• On-Demand
• Free Video