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.
MLOps at the Age of Generative AI - Podcast Episode 169
Explore MLOps in the era of generative AI with insights on developing, training, and serving large language models. Gain practical knowledge on evaluating use cases and addressing challenges in AI product development.
The Confidence Checklist for LLMs in Production
Discover practical strategies for securing and confidently deploying LLM systems in production, addressing performance, user satisfaction, and system monitoring challenges.
From Virtualization to AI Integration - MLOps Coffee Sessions
Explore AI integration challenges for businesses, from virtualization to modern ML systems. Gain insights on bridging gaps in AI implementation and investment strategies.
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.
Getting ML Applications Into Production - Expert Roundtable
Explore expert insights on overcoming challenges in ML application production, from organizational structure to tech stack bottlenecks, with practical strategies for efficient deployment.
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.
Evaluating LLM Applications - Insights from Shahul Es
Explore LLM application evaluation with Shahul Es. Learn about debugging, benchmarks, custom data distributions, and fine-tuning to enhance model performance in this insightful discussion.
MLOps vs ML Orchestration - Exploring Challenges and Community-Driven Development
Explore MLOps vs ML Orchestration with Ketan Umare, discussing Union.AI, Flyte, community-driven development, real-time data handling, and democratizing machine learning for broader accessibility and efficiency.
Translating Business Goals into Product Decisions
Explore data operations and automation in finance with Richa Sachdev. Learn to translate business goals into product decisions, optimize user experience, and leverage MLOps strategies for success.
Amplifying Impact with Generative AI: Insights from 10,000 Colleagues - Talk 4
Explore how Prosus AI leverages generative AI across 80+ tech companies, enhancing work impact. Gain insights from 10,000 daily AI users in a global portfolio of 800+ AI experts.
The Truth About AI Agents - Current Limitations and Future Potential
Explore the potential and limitations of AI agents, focusing on reliability, performance, and safety. Learn about current challenges and future developments in this emerging field.
Deploying LLMs on Structured Data Tasks - Lessons from the Trenches
Explore NSQL, a new open-source foundation model for SQL generation. Learn about its advantages over existing models, including customization, quality, and privacy. Discover its data generation process, GPU training approach, and performance benefits.
Building Effective Products with Generative AI - Insights from LinkedIn
Explore effective AI product development strategies, from MVP creation to integrating generative AI. Learn about user trust, feedback integration, and evaluating AI-driven experiences in this insightful discussion.
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.
Product Engineering for LLMs - Panel 2
Explore product engineering for LLMs with experts discussing UX patterns, evaluation, and AI application building. Gain insights on adopting LLMs in various industries and creating effective ML-powered products.
Breaking LLMs Out of the Chat Application - AI Squared Framework
Explore AI Squared's framework for integrating LLM insights into existing tools, accelerating AI projects, and driving revenue growth beyond chat applications. Learn to harvest context and connect to diverse organizational content.
Impact of LLMs on the Tech Stack and Product Development - MLOps Podcast #188
Explore the impact of LLMs on tech stacks and product development with Bito's CTO. Gain insights on AI-powered coding tools, model evaluation, and best practices for leveraging AI in software development.
Model Blind Spot Discovery for Better Models and Ingesting Chaos - Mini Summit #2
Discover techniques for model blind spot detection and handling unstructured data at scale. Learn to build resilient AI models through data diagnosis, enhancement, and automated evaluation systems.
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.
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.