AI Creativity: Genius or Gimmick?
Explore the debate on AI's creative potential with experts Justine Bateman and Heidi Boisvert, moderated by Brian Greene. Delve into AI's impact on film, performing arts, and creative synthesis.
Solo Devs' AI Odyssey: From Code to Calm
Explore AI-powered app development: streamline creation of a meditation app using Azure AI Speech, DALL-E, Azure OpenAI, and GitHub Copilot. Learn to leverage AI for rapid prototyping and market-ready mobile applications.
AI in DevSecOps: From Science Fiction to Reality
Explore AI's impact on cybersecurity: from hacker tools to protective measures. Learn how to integrate AI-based tools in cloud and on-premises environments for enhanced DevSecOps practices.
First Hour with GitHub Copilot - Maximizing Productivity Gains
Explore GitHub Copilot's key features to boost productivity. Learn prompt best practices, code completion, chat functionality, and quick actions for efficient coding assistance.
Retrieval-Augmented Generation (RAG) - Explained
Explore RAG (Retrieval-Augmented Generation) to mitigate AI hallucinations. Learn key concepts, implementation details, and advanced techniques through multiple passes and quizzes.
Physics 4B - Problem Solving with ChatGPT - Set 4
Enhance problem-solving skills in physics using ChatGPT 4o, focusing on Set 4 exercises from PHYS 4B curriculum.
Physics 4A - Problem Solving with ChatGPT - Set 5
Enhance problem-solving skills in physics using ChatGPT 4o, focusing on Set 5 exercises from Physics 4A curriculum.
Spring AI: Integrating AI into Enterprise Applications with Java
Explore Spring AI's seamless integration of AI into enterprise Java applications. Learn key concepts, create effective prompts, and implement features like embeddings, RAG, and semantic search.
Machine Learning Operations - What is it and Why Do We Need It?
Explore Machine Learning Operations (MLOps) with expert Niklas Kühl, discussing its definition, importance, and practical applications in industrial ML projects for effective automation and operationalization.
Let's Talk About Raw Documents - Extracting Structured Data for ML Pipelines
Explore raw document processing for ML pipelines with Unstructured.io's open-source tools. Learn to extract structured data, build custom preprocessing APIs, and integrate with popular ML frameworks.
Clean Code for Data Scientists - MLOps Coffee Sessions
Explore clean coding practices for data scientists, Shopify's real-time serving platform Merlin, and insights on LLMs in production with Matt Sharp, Data Developer at Shopify.
The Long Tail of ML Deployment - Challenges and Solutions
Explore ML deployment challenges and solutions with Baseten co-founder Tuhin Srivastava. Gain insights on engineering perspectives, LLM limitations, and the future of ML-powered products in this informative podcast episode.
Democratizing AI - Vector Databases and LLM Applications
Explore vector databases, LLM app building, and AI democratization with Yujian Tang. Learn about Milvus, production use cases, data challenges, and the future of AI technologies.
Understanding the LLM Economics: The $360k Question - Lecture
Explore LLM economics, comparing costs of RAG vs fine-tuning and open-source vs commercial models. Gain insights on optimizing expenses for production-ready LLM applications.
Building Products with LLMs in Production - Panel Discussion
Explore key challenges and pitfalls in building LLM-based products, including costs, latency, and effective implementation strategies. Gain insights from industry experts on navigating the complexities of AI development.
Experiment Tracking in the Age of LLMs - MLOps Podcast
Explore experiment tracking in the age of LLMs with Neptune's CEO. Gain insights on managing ML experiments, prompt engineering, and achieving control and confidence in model development.
Collaboration and Strategy in Data Science and AI - MLOps Podcast
Explore collaboration, strategy, and data monetization in AI. Learn to become a multiplier, leverage effective strategies, and maximize data potential in the generative AI era.
Building an ML Platform: Insights, Community, and Advocacy - MLOps Coffee Sessions
Explore ML platform development, community building, and advocacy at Wolt. Gain insights on onboarding data scientists, creating user-friendly documentation, and implementing DevRel strategies for effective ML deployments.
Building RAG-based LLM Applications for Production - LLMs III Talk
Develop and deploy scalable RAG-based LLM applications. Learn to handle data loading, preprocessing, embedding, and serving on clusters. Explore Anyscale Endpoints for cost-effective open-source model serving.
Enterprises Using MLOps - The Changing LLM Landscape and MLOps Pipelines
Explore MLOps insights with Chris Van Pelt: evaluation processes, demo-driven development, pipeline complexities, and the transformative impact of ML on tech industry and open-source models.
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.