Videos

Why you should move to a Lakehouse

Learn about the Databricks Lakehouse Platform, unifying data lakes and warehouses for reliable, governed, and flexible data solutions.

Evaluating XGBoost for balanced and Imbalanced datasets

The talk will introduce XGBoost, and provide examples of evaluation metrics for ML models in fraud and risk-scoring applications.

Introduction to Graph Neural Networks

In this talk, you will learn the theory behind GNNs, and look closely at the types of problems for which GNNs are well suited.

Making AI Easy with YOLOv8

You will learn about Ultralytics YOLOv8, how it works, how it compares to previous YOLO models and more.

Webinar "dstack – a command-line utility to provision infrastructure for ML workflows"

Webinar "Learning through machine learning: how we built a recommendation system from scratch"

Webinar "Vertex AI Pipelines infrastructure with Terraform"

Webinar "Natural Language Processing and Machine Learning in Healthcare"

Webinar "The promising role of synthetic data to enable responsible innovation"

Let's build GPT: from scratch, in code, spelled out

In this video, Andrej Karpathy demonstrates how to build a Generatively Pretrained Transformer (GPT), following the paper "Attention is All You Need" and OpenAI's GPT-2 / GPT-3, and much more. Make sure that you watch at least parts of it!

Webinar "Deploying DL models with Kubernetes and Kubeflow"

Webinar "Pachyderm in production: lessons learned" (RU)