MLOps.community Courses

Micro Graph Transformer - Powering Small Language Models for Data Product Ecosystems

Explore specialist small language models using graph transformers to accelerate data product ecosystems. Learn about innovative approaches to building and deploying business-facing analytics efficiently.

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

How Data Platforms Affect Machine Learning and Artificial Intelligence - MLOps Podcast

Explore how data platforms impact AI and ML applications, covering foundations, design patterns, data quality, and team structures for effective ML implementation.

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

RAG Has Been Oversimplified - Exploring Complexities in Retrieval Augmented Generation

Explore the complexities of Retrieval Augmented Generation (RAG) beyond its oversimplified portrayal. Gain insights into practical challenges and nuanced considerations for developers working with RAG systems.

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

The Myth of AI Breakthroughs - Cutting Through Hype in Neural Network Research

Explore AI realities, efficient model training, and cutting-edge research with Jonathan Frankle. Gain insights on facial recognition, the lottery ticket hypothesis, and navigating AI hype.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

MLOps at the Crossroads - Challenges and Future Directions

Explore MLOps challenges, LLM applications, and industry trends with experts Patrick Barker and Farhood Etaati. Gain insights on tool adoption, OSS MLOps, and the future of AI implementation in various sectors.

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

Pioneering AI Models for Regional Languages - MLOps Podcast

Explore AI models for regional languages with Aleksa Gordić, focusing on YugoGPT for Balkan dialects. Gain insights on multilingual AI development, challenges, and opportunities in the evolving field of machine learning and MLOps.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Language, Graphs, and AI in Industry

Explore key insights on successful ML production, focusing on ROI, common practices, and essential considerations. Gain valuable perspectives beyond typical AI news coverage.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Founding, Funding, and the Future of MLOps - MLOps Podcast Episode 200

Explore MLOps, AI-driven creativity, and the future of technology with Storia AI co-founder Mihail Eric. Gain insights on LLMs, image generation, and AI's impact across industries.

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

Challenges Operationalizing Machine Learning and Solutions

Explore challenges and solutions in operationalizing ML systems. Learn about team dynamics, communication issues, and MLOps from an SRE/DevOps perspective. Gain practical guidance for adopting best practices in this evolving field.

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

Inferring Creativity - Rethinking the Nature of Creativity in the Age of Generative AI

Explore the nature of creativity and AI with GIPHY's VP of Machine Learning. Gain insights on generative models, product development, and the evolving AI landscape in this thought-provoking discussion.

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

The Role of Infrastructure in ML Leveraging Open Source - MLOps Podcast #197

Explore ML infrastructure's role in leveraging open-source tools. Learn about unifying data processing, experiment tracking, and monitoring in a single platform for efficient ML lifecycle management.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

LLMs in Focus: From One-Size-Fits-All to Verticalized Solutions - MLOps Podcast #196

Explore the evolution of LLMs from general to specialized models, focusing on enterprise applications, data analytics, and the future of AI in solving complex challenges.

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

Scaling MLOps for Computer Vision - MLOps Mini Summit Meetup 4

Explore MLOps strategies for scaling computer vision, including Flyte for AI product development, its application at Recogni, and lessons from running AI models at scale for planetary satellite imagery analysis.

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

DSPy: Transforming Language Model Calls into Smart Pipelines

Explore DSPy framework for optimizing language model pipelines. Learn about neural retrieval, advanced NLP systems, and efficient knowledge-driven responses from Stanford PhD candidate Omar Khattab.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

LLMs in Biomaterials Production - MLOps Podcast #193

Explore AI-driven protein design for sustainable biomaterials. Discover how LLMs revolutionize biotech, from vegan collagen to eco-friendly plastics, and the challenges of decoding protein "grammar" for future innovations.

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