AI & Machine Learning - AI Notebooks

Knowledge Base

Key concepts

AI Notebooks - Notebook concept
AI Notebooks - Features, Capabilities and Limitations

Getting started

AI Notebooks - Getting started
AI Notebooks - Workspace

Configuration

AI Notebooks - Manage and use data in a notebook via UI
AI Notebooks - Reversibility Policy for the Notebook Interface product

Tutorials

AI Notebooks - Tutorial - Audio analysis and classification with AI
AI Notebooks - Tutorial - Use Speech-to-Text powers on audio and video
AI Notebooks - Tutorial - Train YOLOv5 on a custom dataset
AI Notebooks - Tutorial - Train YOLOv7 for sign language recognition
AI Notebooks - Tutorial - Train YOLOv8 to play to "rock paper scissors"
AI Notebooks - Tutorial - Use ResNet for image classification
AI Notebooks - Tutorial - Brain tumor segmentation using U-Net
AI Notebooks - Tutorial - Create and train an image generation model
AI Notebooks - Tutorial - Sentiment analysis on Tweets using Hugging Face
AI Notebooks - Tutorial - Build your spam classifier
AI Notebooks - Using a code assistant (EN)
AI Notebooks - Tutorial - Fine-Tune and export an AI model to ONNX
AI Notebooks - Tutorial - Create and train a Rasa chatbot
AI Notebooks - Tutorial - Fine-tuning LLaMA 2
AI Notebooks - Tutorial - Use tensorboard inside notebooks
AI Notebooks - Tutorial - Weights & Biases integration
AI Notebooks - Tutorial - Track your ML models with MLflow inside notebooks

Troubleshooting

AI Notebooks - Troubleshooting

Additional resources

AI Notebooks - Billing and lifecycle