data-quality
99 talks
Building Advanced Agents Over Complex Data
PodcastReal-time Feature Generation at Lyft
PodcastMLOps with Databricks
PodcastGraphBI: Expanding Analytics to All Data Through the Combination of GenAI, Graph, & Visual Analytics
PodcastHow Sama is Improving ML Models to Make AVs Safer
PodcastLook At Your ****ing Data 👀
Knowledge as a Service
11 lessons learned from doing deployments
Data Contracts: The Missing Piece of the Data Puzzle
Data Engineering: The Missing Piece of Your Data Science Puzzle
Data Quality Management Techniques - The Complete Guide
How Data Capture Transforms ML Observability
How to Make Your Data Science Reproducible (and Why You Should Care)
Scaling Data Reliably: A Journey in Growing Through Data Pain Points
The Evolution of Lyft's Feature Store
The Only Constant is (Data) Change
Turn Data Chaos into AI Strategy with Programmatic AI Data Development
PodcastGlobal Feature Store: Optimizing Locally and Scaling Globally at Delivery Hero
PodcastRAG Quality Starts with Data Quality
PodcastBigQuery Feature Store
Data Quality = Quality AI
PodcastML and AI as Distinct Control Systems in Heavy Industrial Settings
Data Labeling Best Practices
PodcastThe Rise of Modern Data Management
From MVP to Production
PodcastThe Art and Science of Training LLMs
PodcastA Decade of AI Safety and Trust
PodcastManaging Data for Effective GenAI Application
PodcastLightweight Feature Platform
PodcastHow Data Platforms Affect ML & AI
PodcastFounding, Funding, and the Future of MLOps
PodcastThe Role of Infrastructure in ML Leveraging Open Source
MeetupScaling MLOps for Computer Vision
Model Blind Spot Discovery for Better Models
False Starts and Dead Ends: Building a Retrieval Augmented Generation System
Data Quality's Impact on Large Language Models
PodcastTranslating Business Goals into Product Decisions
Building RedPajama
LIMA: Less is More for Alignment
RLHF Data Collection in Practice
Lessons Learned Productionising LLMs for Stripe Support
PodcastEliminating Garbage In/Garbage Out for Analytics and ML
Stopping Hallucinations From Hurting Your LLMs
Building LLM Applications for Production
PodcastDemocratizing AI
Solving the Last Mile Problem of Foundation Models with Data-Centric AI
Want High Performing LLMs? Hint: It Is All About Your Data
PodcastMultilingual Programming and a Project Structure to Enable It
PodcastML in Production: A DS from Ubisoft Perspective
PodcastFoundational Models are the Future but...
MeetupDriving ML Data Quality with Data Contracts
Monitoring Unstructured Data
MeetupFrom Expectations to Synthetic Data Generation
PodcastData Engineering for ML
MeetupSo Fresh and So Data Clean
PodcastLabeled Datasets that Correct Themselves Automatically
PodcastFixing Your ML Data Blind Spots
MeetupDataOps is a Software Engineering Challenge
PodcastMLOps as Tool to Shape Team and Culture
MeetupOrchestrating Machine Learning Workflows with Prefect
PodcastBetter Use Cases for Text Embeddings
MeetupTrustworthy Data for Machine Learning
PodcastData Mesh: Data Quality Control Mechanism for MLOps?
MeetupML Drift: How to Identify Issues Before They Become Problems
Reading groupThe ML Test Score
PodcastMachine Learning at Reasonable Scale
MeetupThe Not So Talked About Reasons Model Monitoring Fails
MeetupModel Monitoring: The Million Dollar Problem
Reading groupImpact of SWE in ML Projects
PodcastThe Future of AI and ML in Process Automation
MeetupDurable Data Discovery: Making Exploratory Analysis Stick
MeetupData-Centric AI Means Centralizing Training Data
PodcastML Tests
PodcastData Selection for Data-Centric AI: Data Quality Over Quantity
PodcastMLOps Insights
MeetupWhat MLOps Has Taught Me
PodcastMLOps: A Leader's Perspective
PodcastLuigi in Production Part 2
MeetupDeploying Machine Learning Models at Scale in Cloud
MeetupMLOps Community 1 Year Anniversary!
Meetup'Git for Data' - Who, What, How and Why?
PodcastMachine Learning Feature Store Panel Discussion
The revolution of Federated Learning
PodcastDeep in the Heart of Data
PodcastIntroducing Data Downtime: From Firefighting to Winning
MeetupThe Current MLOps Landscape
PodcastData Engineering + ML + Software Engineering
MeetupMLOps #37 When You Say Data Scientist Do You Mean Data Engineer? Lessons Learned From Startup Life
PodcastAnalyzing "Continuous Delivery and Automation Pipelines in ML", Part 3
PodcastA Conversation Around Feature Stores
MeetupML Observability
MeetupFeature Stores: An Essential Part of the ML Stack to Build Great Data
MeetupMonitoring the Machine Learning Stack
MeetupScaling Human-in-the-Loop Machine Learning
MeetupWhy Data Scientists Should Know Data Engineering
Meetup10 Years Deploying ML in the Enterprise: The Inside Scoop!
MeetupTrueLayer's MLOps Pipeline
MeetupMid-Scale Production Feature Engineering
MeetupHierarchy of Machine Learning Needs