FEAST Courses and Certifications

MLOps World: Machine Learning in Production

Building Real-Time ML Features with Feast, Spark, Redis, and Kafka

Explore core concepts of Feast, an open-source feature store, and its integration with Spark, Redis, and Kafka for efficient machine learning data infrastructure.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Prodramp

An AI Engineer Technical Guide to Feature Store with FEAST

Comprehensive guide to FEAST feature store for AI engineers, covering installation, setup, data handling, and integration with machine learning models. Includes hands-on examples and architecture review.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Databricks

Scaling Data and ML with Apache Spark and Feast - Feature Engineering for Production

Explore scaling data and ML with Apache Spark and Feast, focusing on feature engineering challenges and solutions for big data-driven machine learning in production environments.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Building a Cloud Native Feature Store with Feast on Kubeflow

Explore how Feast, an open-source feature store, solves key challenges in machine learning feature engineering, from data processing to production deployment, within a cloud-native Kubeflow environment.

• YouTube
• 32 minutes
• On-Demand
• Conference Talk

Integrating Feast Online Feature Store with KFServing

Explore integrating Feast online feature store with KFServing for efficient machine learning model serving, featuring insights from IBM experts on deployment and implementation.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Self-serve Feature Engineering Platform Using Flyte and Feast

Explore a self-serve feature engineering platform leveraging Flyte and Feast technologies, enhancing data science workflows and machine learning model development.

• YouTube
• 51 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Productionize with Kubeflow Orchestration and Feast in GCP - Workshop

Develop a machine learning framework using Kubeflow, Feast, and Kafka in GCP. Learn to manage data features, serve endpoints, and monitor model performance with Grafana for real-time and batch predictions.

• YouTube
• 1 hour 48 minutes
• On-Demand
• Free Video

Data Science Festival

Cooking with Data - How We Built ML Models to Power FEAST

Discover how The Guardian built ML models to extract structured data from recipe articles, covering NLP techniques, ingredient recognition, and balancing automation with editorial input.

• YouTube
• 43 minutes
• On-Demand
• Free Video

DevConf

Scaling ML Pipelines with Feast, Ray and Kubeflow

Master distributed ML pipeline architecture using Feast for feature management, Ray for data processing, and Kubeflow for orchestration to dramatically reduce training time.

• YouTube
• 46 minutes
• On-Demand
• Free Video

DevConf

Solving the ML Pain You Forgot to Mention - Feature Management with Feast

Discover Feast, the open-source feature store that streamlines ML pipelines by managing features across real-time and batch systems, turning messy data workflows into clean, production-ready solutions.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Harvest Feast - Low-Carb Sides

Discover creative low-carb side dishes featuring seasonal fall produce like Brussels sprouts, cauliflower, and squash, plus holiday navigation tips from a Stanford dietitian.

• YouTube
• 41 minutes
• On-Demand
• Free Video

OPENPediatrics

FEAST Trial - Perspectives on Fluid Therapy

Professor Maitland discusses clinical trials on fluid therapy in critically ill children in resource-poor settings, focusing on severe malaria, sepsis, and anaemia. Insights from the FEAST trial inform pediatric critical care practices.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Epicurious

Recipes for a Perfect Thanksgiving Feast - Epicurious 101

Master five essential Thanksgiving recipes including mashed potatoes, roast potatoes, stuffing, gravy, and biscuits to create the perfect holiday feast with expert techniques.

• YouTube
• 44 minutes
• On-Demand
• Free Video

GBatNet

Buffet for Bats - A Feast of Dietary Diversity

Discover the fascinating world of bat dietary diversity and evolution with PhD researcher Andrea Bernal Rivera in this engaging 50-minute exploration of bat feeding ecology.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Integrating High Performance Feature Stores with KServe Model Serving

Explore high-performance feature stores integration with KServe for efficient ML model serving, focusing on Feast concepts, KServe challenges, and scalable architectures.

• YouTube
• 29 minutes
• On-Demand
• Free Video