Intermediate Lessons

Visualize - Bringing Structure to Unstructured Data // Markus Stoll // MLOps Podcast #258

MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257

Ensuring Robust AI Architectures // Harcharan Kabbay // MLOps Podcast #256 clip

BigQuery Feature Store // Nicolas Mauti // MLOps Podcast #255

ROI and Tool Transition in MLOps // Andy McMahon // MLOps Podcast #254 clip

Exploring Markovian Models // Yuri Plotkin // MLOps Podcast #253 clip

Design and Development Principles for LLMOps // Andy McMahon // MLOps Podcast #254

The Secrets of Jailbreaking LLMs // Ron Heichman // MLOps Podcast #252 clip

Building Creative and Productive Teams // Eric Landry // MLOps Podcast #249 clip

Harnessing AI APIs for Safer, Accurate, & Reliable Applications // Ron Heichman //MLOps Podcast #252

Reliable LLM Products, Fueled by Feedback // Chinar Movsisyan // MLOps Podcast #251

AI Operations Without Fundamental Engineering Discipline // Nikhil Suresh // MLOps Podcast #250

AI in Healthcare // Eric Landry // MLOps Podcast #249

Extending AI: From Industry to Innovation // Sophia Rowland & David Weik // MLOps Podcast #247

Tips to Prevent Prompt Injection & Toxicity // Boris Selitser // MLOps Podcast #241 clip

Trusting Chaos Tools in Complex Systems // Benjamin Wilms // MLOps podcast #237 clip

Navigating the AI Frontier // Boris Selitser // MLOps Podcast #241

The Challenge of Establishing AI Quality Standards // Cody Peterson // MLOps podcast #234

Envisioning a New Era of AI Accessibility // Ryan Carson // MLOps Podcast #231 clip

Avoiding AI POC Purgatory // Sol Rashidi // MLOps podcast #227 clip

Data Guardrails and Alert Systems // Chad Sanderson // MLOps podcast #226 clip

Navigating the Emerging LLMOps Stack // Hien Luu // AI in Production Conference Lightning Talk

The Intersection of Graphs and Large Language Models // Anthony Alcaraz // AI in Production

Let's Build a Website in 10 minutes with GitHub Copilot // Bryant Son // AI in Production Conference

Mercado Libre Gateway: Challenges in GenAI Adoption and a Use Case // Lina Chaparro // AI in Prod

Open Standards Make MLOps Easier and Silos Harder // Cody Peterson // MLOps podcast #234

Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233

Productionizing AI: How to Think From the End // Annie Condon // AI in Production Conference

Opportunities and Challenges of Self-Hosting LLMs // Meryem Arik // AI in Production Conference

Building AI Products across Multiple Domains: Commonalities & Non-Commonalities // Dhruv Ghulati

From A Coding Startup to AI Development in the Enterprise // Ryan Carson // MLOps Podcast #231

AI Quality in Mo's Eyes // Mohamed Elgendy // MLOps Podcast #229 clip

AI Innovations: The Power of Feature Platforms // MLOps Mini Summit #6

FedML Nexus AI: Your Generative AI Platform at Scale // Salman Avestimehr // MLOps Podcast #230

What is AI Quality? // Mohamed Elgendy // MLOps Podcast #229

AI's Struggle with Abstraction in Analogies // Shane Morris // MLOps podcast #223 clip

The Mind Behind the AI Coding Assistant // Peter Guagenti // MLOps podcast #222 clip

Leading Enterprise Data Teams // Sol Rashidi // MLOps Podcast #227

The Changing Face of AI Engineering // Amritha Arun Babu & Abhik Choudhury // Podcast #221 clip

Building Conversational AI Agents with Voice // Michelle Chan // AI in Production Conference

Shipping LLMs: Buckle Up & Enjoy the Ride // Rex Harris // AI in Production Conference

The Rise of Modern Data Management // Chad Sanderson // MLOps Podcast #226

Lessons from Building LLM-based Social Media Products // Faizaan Charania // AI in Production

Innovative Gen AI Applications: Beyond Text // MLOps Mini Summit #5

Enabling Efficient Trillion Parameter Scale Training for Deep Learning Models // Tunji Ruwase

Graphs and Language // Louis Guitton // AI in Production Lightning Talk

Seeing Like a Language Model // Linus Lee // AI in Production Conference Full Talk

From MVP to Production // Day 2 Panel 2 // AI in Production Conference