build-vs-buy
63 talks
The Hidden Bottlenecks Slowing Down AI Agents
Office Hours on DuckDB, AWS Glue, and Iceberg
PodcastAI in M&A: Building, Buying, and the Future of Dealmaking
PodcastMLOps with Databricks
PodcastStreaming Ecosystem Complexities and Cost Management
PodcastFrom Rules to Reasoning Engines
PodcastKubernetes, AI Gateways, and the Future of MLOps
PodcastAI's Next Frontier
Knowledge as a Service
Engineering Your AI Platform
PodcastReinvent Yourself and Be Curious
PodcastWho's MLOps for Anyway?
PodcastAlignment is Real
PodcastDesign and Development Principles for LLMOps
PodcastAI Operations Without Fundamental Engineering Discipline
PodcastOpen Standards Make MLOps Easier and Silos Harder
Building AI Products across Multiple Domains: Commonalities & Non-Commonalities
AI Innovations: The Power of Feature Platforms
Gen AI Buy vs Build, Commercial vs Open Source
PodcastChallenges Operationalizing ML (And Some Solutions)
Assess the Value and Feasibility of LLM Use Cases with a Checklist
PodcastThe Future of Feature Stores and Platforms
PodcastTranslating Business Goals into Product Decisions
LLMs vs LMs in Production
Considerations and Optimizations for Deploying Open Source LLMs at Your Company
Wardley Mapping Prompt Engineering
No Rose Without a Thorn - Obstacles to Successful LLM Deployments
PodcastMLOps Build or Buy, Startup vs. Enterprise?
What is the role of ML Engineers in the time of GPT4 and BARD?
PodcastMLOps vs ML-as-a-Service
PodcastVoice and Language Tech
PodcastML Unicorn Start-up Investor Tells-IT-All
PodcastML Platforms, Where to Start?
PodcastBuilding Better Data Teams
PodcastWhy You Need More Than Airflow
PodcastMLflow vs Kubeflow 2022
PodcastWhy and When to Use Kubeflow for MLOps
PodcastDeclarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team
PodcastMLOps Critiques
PodcastThe Shipyard: Lessons Learned While Building an ML Platform
PodcastML Platform Tradeoffs and Wondering Why to Use Them
PodcastBuilding ML/Data Platform on Top of Kubernetes
Reading groupFeature Stores at Shopify and Skyscanner
PodcastInvesting in MLOps
PodcastScaling Biotech
Modern ML Stack is a Lie
PodcastMachine Learning at Reasonable Scale
PodcastThe Future of Data Science Platforms is Accessibility
PodcastVector Similarity Search at Scale
SGT Model Deployment Working Group
MeetupProject/Product Management for MLOps
MeetupMachine Learning Design Patterns for MLOps
PodcastMost Underrated MLOps Topics
MeetupHow To Move From Barely Doing BI to Doing AI
MeetupThe Current MLOps Landscape
PodcastHow to Choose the Right ML Tool
MeetupBuilding Say Less: An AI-Powered Summarization App
MeetupScaling ML Capabilities in Large Organizations
PodcastMLOps: Isn't That Just DevOps?
MeetupBuild vs Buy an ML Platform
MeetupMachine Learning at Scale in Mercado Libre
MeetupMLOps - The Blind Men and the Elephant
MeetupBuilding an ML Platform at SurveyMonkey