Google Cloud AI Platform Notebooks
GPTKB entity
Statements (71)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:cloud_services
|
| gptkbp:allows |
Integration with Git Hub
Collaboration on notebooks |
| gptkbp:developed_by |
gptkb:Google
|
| gptkbp:enables |
Machine Learning Development
|
| https://www.w3.org/2000/01/rdf-schema#label |
Google Cloud AI Platform Notebooks
|
| gptkbp:integrates_with |
gptkb:Tensor_Flow
gptkb:Big_Query gptkb:cloud_storage |
| gptkbp:is_accessible_by |
Web interface
|
| gptkbp:is_available_for |
Startups
Enterprise users Individual users |
| gptkbp:is_available_in |
Multiple regions
Various languages |
| gptkbp:is_compatible_with |
gptkb:Kubernetes
Third-party libraries |
| gptkbp:is_integrated_with |
gptkb:Google_Drive
gptkb:Google_AI_Platform gptkb:Google_Cloud_Platform Google Cloud AI tools |
| gptkbp:is_optimized_for |
AI workloads
Data analysis tasks |
| gptkbp:is_part_of |
gptkb:Google_Cloud_Platform
Cloud AI services AI and ML ecosystem |
| gptkbp:is_scalable |
Large datasets
|
| gptkbp:is_used_by |
Data Scientists
Machine Learning Engineers |
| gptkbp:is_used_for |
Prototyping
Research purposes Educational purposes |
| gptkbp:offers |
Data analysis tools
Cost management tools Pre-configured environments Custom machine types Auto-scaling capabilities Flexible pricing options Scheduled jobs Pre-installed libraries Customizable VM instances |
| gptkbp:provides |
User authentication
User-friendly interface API access Managed Jupyter Notebooks Monitoring tools Documentation and tutorials Data import/export capabilities Version control for notebooks Secure access to resources Interactive data visualization tools Notebook sharing features Access to GPUs Access to TPUs |
| gptkbp:supports |
gptkb:Python
gptkb:R gptkb:Apache_Spark gptkb:Deep_Learning gptkb:Data_Science Data visualization Real-time collaboration Data preprocessing Multiple programming languages Collaborative projects Model evaluation Containerized applications Model training Experiment tracking Cloud-based workflows |
| gptkbp:bfsParent |
gptkb:Google
|
| gptkbp:bfsLayer |
4
|