Yandex Cloud
Search
Discuss with expertTry it for free
  • Customer Stories
  • Documentation
  • Blog
  • All Services
    • Cloud Interconnect
    • Cloud Backup
    • Cloud Registry
    • Yandex AI Studio
    • Compute Cloud
    • Object Storage
    • Managed Service for Kubernetes®
    • Yandex BareMetal
    • Smart Web Security
    • Security Deck
    • Managed Service for PostgreSQL
    • Managed Service for ClickHouse®
    • Monium
    • Cloud CDN
    • Network Load Balancer
    • Virtual Private Cloud
    • Cloud DNS
    • Application Load Balancer
    • Yandex Cloud Video
    • Stackland
    • Yandex Cloud Router
    • Yandex Managed Service for Trino
    • Managed Service for MySQL®
    • Managed Service for Valkey™
    • Managed Service for Apache Spark™
    • Yandex StoreDoc
    • Managed Service for OpenSearch
    • Managed Service for Apache Kafka®
    • Data Transfer
    • Yandex MPP Analytics Engine for PostgreSQL
    • Yandex Managed Service for Apache Airflow®
    • Data Processing
    • Yandex MetaData Hub
    • Managed Service for YDB
    • Managed Service for Sharded PostgreSQL
    • Managed Service for YTsaurus
    • Yandex WebSQL
    • DataLens
    • Yandex Search API
    • SpeechSense
    • SpeechKit
    • DataSphere
    • Vision OCR
    • Translate
    • Yandex Identity Hub
    • Key Management Service
    • Certificate Manager
    • Yandex Lockbox
    • Audit Trails
    • SmartCaptcha
    • Cloud Desktop
    • Yandex SIEM
    • SourceCraft Code Assistant
    • Container Registry
    • Managed Service for GitLab
    • Managed Service for Prometheus®
    • Cloud Functions
    • API Gateway
    • Yandex Cloud Postbox
    • Message Queue
    • Serverless Integrations
    • IoT Core
    • Data Streams
    • Serverless Containers
    • Cloud Notification Service
    • Yandex Query
    • Identity and Access Management
    • Yandex Cloud Console
    • Resource Manager
    • Yandex Cloud Billing
    • Yandex Cloud Quota Manager
    • Cloud Apps
  • System Status
  • Marketplace
    • Featured
    • Infrastructure & Network
    • Data Platform
    • AI for business
    • Security
    • DevOps tools
    • Serverless
    • Monitoring & Resources
  • All Solutions
    • By industry
    • By use case
    • Economics and Pricing
    • Security
    • Technical Support
    • Start testing with double trial credits
    • Cloud credits to scale your IT product
    • Gateway to Russia
    • Cloud for Startups
    • Center for Technologies and Society
    • Yandex Cloud Partner program
    • Price calculator
    • Pricing plans
  • Customer Stories
  • Documentation
  • Blog
© 2026 Direct Cursus Technology L.L.C.
Yandex DataSphere
  • Getting started
    • All guides
    • Migrating a workflow to a new version
  • Terraform reference
  • Audit Trails events
  • Access management
  • Pricing policy
  • Public materials
  • Release notes

In this article:

  • Managing a community
  • Managing a project
  • DataSphere Notebook
  • Working with resources
  • Connecting to data sources
  • DataSphere Inference
  • DataSphere Jobs
  • Shared access to resources, projects, and computation results
  • Additional DataSphere features
  1. Step-by-step guides
  2. All guides

Step-by-step guides for DataSphere

Written by
Yandex Cloud
Updated at August 15, 2025
View in Markdown
  • Managing a community
  • Managing a project
  • DataSphere Notebook
  • Working with resources
  • Connecting to data sources
  • DataSphere Inference
  • DataSphere Jobs
  • Shared access to resources, projects, and computation results
  • Additional DataSphere features

Managing a communityManaging a community

  • Creating a community
  • Adding a user to a community
  • Managing community labels
  • Managing community restrictions
  • Creating a service agent
  • Adding a link for a community
  • Linking a billing account
  • Viewing DataSphere usage details
  • Deleting a community
  • Removing a user from a community

Managing a projectManaging a project

  • Creating an empty project
  • Adding a user to a project
  • Managing project labels
  • Selecting a Python version
  • Resizing project storage
  • Changing project settings
  • Setting project limits
  • Deleting a notebook or a project
  • Removing a user from a project
  • Using a shared resource
  • Troubleshooting

DataSphere NotebookDataSphere Notebook

  • Selecting computing resources
  • Checking GPU load
  • Getting a notebook ID
  • Installing dependencies
  • Notebook code snippets
  • Clearing notebook cell outputs
  • Working with Git
  • Setting up template-based JupyterLab notebook creation
  • Connecting to a project JupyterLab from a local IDE

Working with resourcesWorking with resources

  • Working with secrets
  • Working with Yandex Data Processing templates
  • Working with Docker images
  • Working with datasets
  • Connecting to an S3 storage
  • Working with Spark connectors
  • Working with models
  • Using file storages

Connecting to data sourcesConnecting to data sources

  • Connecting to S3 using boto3
  • Connecting to a ClickHouse® database
  • Connecting to a PostgreSQL database
  • Connecting to Yandex Disk
  • Connecting to Google Drive

DataSphere InferenceDataSphere Inference

  • Creating a node
  • Updating a node
  • Deleting a node
  • Configuring the environment for deploying a standalone service
  • Sending a request to a node
  • Suspending or resuming a node
  • Creating an alias
  • Updating an alias
  • Deleting an alias
  • Sending a request to an alias

DataSphere JobsDataSphere Jobs

  • Authentication in DataSphere Jobs
  • Running jobs in DataSphere Jobs
  • Working with jobs from Visual Studio Code
  • Using results of completed jobs
  • Working with a service agent from a job

Shared access to resources, projects, and computation resultsShared access to resources, projects, and computation results

  • Sharing a dataset
  • Sharing a file storage
  • Sharing an S3 connector
  • Sharing a secret
  • Sharing a Docker image
  • Sharing a Yandex Data Processing template
  • Publishing a notebook
  • Exporting a project
  • Opening a notebook in DataSphere

Additional DataSphere featuresAdditional DataSphere features

  • Migrating a workflow to a new DataSphere version

Was the article helpful?

Previous
Getting started
Next
Creating a community
© 2026 Direct Cursus Technology L.L.C.