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logicalclocks/hopsworks

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Getting Started ↗
Tutorials
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Concepts
Concepts
- Hopsworks Platform
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- Feature Store
  Feature Store
  - Feature Groups
    Feature Groups
    
    Overview
    
    Write APIs
    
    Feature Pipelines
    
    External Feature Groups
    
    Data Validation/Stats/Alerts
    
    Versioning
  - Feature Views
    Feature Views
    
    Overview
    
    Offline API
    
    Online API
    
    Consistent Transformations
    
    Statistics
    
    Versioning
- Projects
  Projects
- MLOps
  MLOps
- Development
  Development
  - Outside Hopsworks
  - Inside Hopsworks
Guides
Guides
- Feature Store
  Feature Store
  - Storage Connector
    
    Storage Connector
    
    Configuration and Creation
    Configuration and Creation
    
    JDBC
    
    Snowflake
    
    Kafka
    
    HopsFS
    
    S3
    
    Redshift
    
    ADLS
    
    BigQuery
    
    GCS
    
    Usage
  - Feature Group
    
    Feature Group
    
    Create
    
    Create External
    
    Data Types and Schema management
    
    Statistics
    
    Data Validation
  - Feature View
    
    Feature View
    
    Feature View
    
    Training data
    
    Batch data
    
    Feature vectors
    
    Query
    
    Transformation Functions
  - Compute Engines
  - Client Integrations
    
    Client Integrations
    
    Python
    
    Databricks
    Databricks
    
    Networking
    
    Hopsworks API Key
    
    Configuration
    
    AWS Sagemaker
    
    AWS EMR
    AWS EMR
    
    Networking
    
    Configure EMR for the Hopsworks Feature Store
    
    Azure HDInsight
    
    Azure Machine Learning
    Azure Machine Learning
    
    Designer
    
    Notebooks
    
    Apache Spark
  - Sharing
  - Tags
- Projects
  Projects
  - Authentication
    Authentication
    
    Registration
    
    Login
    
    Password Recovery
    
    OAuth2 Authentication
    
    LDAP Authentication
    
    Kerberos Authentication
    
    Update Profile
  - Projects
    Projects
    
    Create Project
    
    Add Members
  - Python
    Python
    
    Install Library
    
    Export environment
    
    Recreate environment
  - Jupyter
    Jupyter
    
    Run Spark Notebook
    
    Run Python Notebook
  - Jobs
    Jobs
    
    Run PySpark Job
    
    Run Spark Job
    
    Run Python Job
  - OpenSearch
    OpenSearch
    
    Connect
  - Kafka
    Kafka
    
    Create Schema
    
    Create Topic
    
    Produce messages
    
    Consume messages
  - Git
    Git
    
    Configure Git Provider
    
    Clone Repository
  - Secrets
    Secrets
    
    Create Secret
  - Api Keys
    Api Keys
    
    Create API Key
  - AWS IAM Roles
- MLOps
  MLOps
  - Model Registry
    
    Model Registry
    
    Frameworks
    Frameworks
    
    TensorFlow
    
    Scikit-learn
    
    Python
    
    Model Schema
    
    Input Example
  - Model Serving
    
    Model Serving
    
    Deployment
    
    Predictor
    
    Transformer
    
    Resource Allocation
    
    Inference Logger
    
    Inference Batcher
  - Vector Database
- Migration
  Migration
  - 3.0
Setup and Installation
Setup and Installation
- Client Installation
  Client Installation
- AWS
  AWS
  - Getting Started
  - Cluster Creation
  - EKS/ECR integration
  - Limiting Permissions
  - Cluster upgrade
    Cluster upgrade
    
    Version 2.4 or newer
    
    Version 2.2 or older
  - Troubleshooting
- Azure
  Azure
  - Getting Started
  - Cluster Creation
  - AKS/ACR integration
  - Limiting Permissions
  - Cluster upgrade
    Cluster upgrade
    
    Version 2.4 or newer
    
    Version 2.2 or older
- GCP
  GCP
- Common
  Common
  - The dashboard
  - Settings
  - Services
  - Adding and Removing workers
  - Autoscaling
  - Backup
  - Scaling up
  - GPU support
  - User management
  - Managed RonDB
  - Single Sign On
    Single Sign On
    
    Hopsworks
    Hopsworks
    
    OAuth2
    
    LDAP
  - API Key
  - Terraform
- On-Prem
  On-Prem
  - Hopsworks Installer
Administration
Administration
- Cluster Configuration
- User Management
- Configure Alerts
- Manage Services
- IAM Role Chaining
- Monitoring
  Monitoring
  - Services Dashboards
  - Services Logs
- Authentication
  Authentication
  - Configure Authentication
  - Configure OAuth2
    Configure OAuth2
    
    Register an Identity Provider
    
    Create Okta Client
    
    Create Azure Client
  - Configure LDAP/Kerberos
    Configure LDAP/Kerberos
    
    Configure LDAP
    
    Configure Kerberos
    
    Configure server for LDAP and Kerberos
- High availability / Disaster Recovery
  High availability / Disaster Recovery
Hopsworks API Feature Store API MLOps API
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Feature Group User Guides#