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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
LLM Evaluation: Challenges and Best Practices - MLOps Podcast #210
Explore LLM evaluation complexities, Phoenix library's role, and customized assessments in AI applications. Gain insights on fine-tuning, model selection, and production deployment for effective AI implementation.
Ads Ranking Evolution at Pinterest - From Logistic Regression to Deep Learning
Explore Pinterest's ads ranking evolution, from logistic regression to deep learning transformers, incorporating sequential signals and multi-task learning. Gain insights on overcoming challenges and advancing ML platforms.
Information Retrieval and Relevance: Vector Embeddings for Semantic Search
Explore vector embeddings for semantic search, learning techniques to create meaningful representations and apply them in information retrieval systems. Gain insights from an experienced technologist.
A Survey of Production RAG Pain Points and Solutions
Explore production challenges and solutions for Retrieval Augmented Generation (RAG) in LLM applications. Learn about pain points, evolving architectures, and strategies for building robust AI systems.
Managing Data for Effective GenAI Application - MLOps Podcast #216
Explore data management strategies for effective GenAI application with QuantumBlack AI experts. Learn about challenges, solutions, and best practices for scaling impact and improving data quality in organizations.