Tutorials for machine learning and artificial intelligence
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Updated at April 21, 2025
Development with Yandex DataSphere
- Yandex DataSphere integration with Yandex Data Processing
- Classification of images in video frames
- Running computations on a schedule in Yandex DataSphere
- Running computations in Yandex DataSphere using the API.
- Using data from Yandex Object Storage to train a model in Yandex DataSphere
- Creating an MLFlow server for logging experiments and artifacts
- Model tuning in DataSphere
Deployment in Yandex DataSphere
- Deploying a service in Yandex DataSphere from an ONNX model
- Deploying a service in Yandex DataSphere from a Docker image
- Deploying a service in Yandex DataSphere from a Docker image with FastAPI
- Deploying a gRPC service based on a Docker image
- Image generation using the Stable Diffusion model
Analytics with Yandex DataSphere
- Analyzing data with Yandex Query
- Working with data in Yandex Object Storage
- Working with data in Yandex Managed Service for ClickHouse®
- Working with data in Yandex Managed Service for PostgreSQL
- Federated data queries
Image, text, and speech recognition
- Recognizing text in image archives in Yandex Vision OCR
- Developing a Telegram bot for text recognition in images, audio synthesis and recognition
- Regular recognition of audio files from Yandex Object Storage