Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
With Amazon SageMaker Pipelines, you can effortlessly develop machine learning workflows using a user-friendly Python SDK, while also managing and visualizing your workflows in Amazon SageMaker Studio. By reusing and storing the steps you create within SageMaker Pipelines, you can enhance efficiency and accelerate scaling. Furthermore, built-in templates allow for rapid initiation, enabling you to build, test, register, and deploy models swiftly, thereby facilitating a CI/CD approach in your machine learning setup. Many users manage numerous workflows, often with various versions of the same model. The SageMaker Pipelines model registry provides a centralized repository to monitor these versions, simplifying the selection of the ideal model for deployment according to your organizational needs. Additionally, SageMaker Studio offers features to explore and discover models, and you can also access them via the SageMaker Python SDK, ensuring versatility in model management. This integration fosters a streamlined process for iterating on models and experimenting with new techniques, ultimately driving innovation in your machine learning projects.
Description
Effortlessly design and visualize intricate workflows with GoCD, which provides a comprehensive value stream map illustrating your complete journey to production in one glance. Navigate through jobs with ease, identify inefficiencies, and refine your process without the need for additional plugins, as GoCD offers out-of-the-box continuous delivery (CD) solutions. It enhances your CD workflow across widely-used cloud platforms like Kubernetes, Docker, AWS, and others. With its advanced modeling constructs, parallel execution capabilities, and effective dependency management, GoCD is particularly adept at handling complex CD workflows, ensuring rapid feedback. Additionally, GoCD allows you to diagnose a malfunctioning pipeline by monitoring every modification from commit to deployment in real time. Users can also compare various content types, including files and commit messages, between any two arbitrary builds. Thanks to its flexible plugin architecture, GoCD seamlessly integrates with numerous popular external tools and services. We have meticulously designed the upgrade process for GoCD to be smooth and non-disruptive, even when utilizing plugins, ensuring a hassle-free experience. Many high-quality, curated plugins are readily available, expanding the functionality and versatility of GoCD even further. This commitment to integration and ease of use makes GoCD a powerful choice for teams looking to optimize their delivery processes.
API Access
Has API
No
API Access
Has API
Yes
Integrations
Amazon Web Services (AWS)
Yes
AWS Marketplace
No
Amazon SageMaker
Yes
CybeDefend
No
Docker
No
Kubernetes
No
LT Browser
No
Plandek
No
Qualiti.ai
No
SpecFlow
No
Integrations
Amazon Web Services (AWS)
Yes
AWS Marketplace
Yes
Amazon SageMaker
No
CybeDefend
Yes
Docker
Yes
Kubernetes
Yes
LT Browser
Yes
Plandek
Yes
Qualiti.ai
Yes
SpecFlow
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
Free
Free Trial
Yes
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
No
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
Yes
Vendor Details
Company Name
Amazon
Founded
2006
Country
United States
Website
aws.amazon.com/sagemaker/pipelines/
Vendor Details
Company Name
ThoughtWorks
Founded
1993
Country
United States
Website
www.gocd.org
Product Features
Continuous Delivery
Application Lifecycle Management
No
Application Release Automation
No
Build Automation
No
Build Log
No
Change Management
No
Configuration Management
No
Continuous Deployment
No
Continuous Integration
No
Feature Toggles / Feature Flags
No
Quality Management
No
Testing Management
No
Continuous Integration
Build Log
No
Change Management
No
Configuration Management
No
Continuous Delivery
No
Continuous Deployment
No
Debugging
No
Permission Management
No
Quality Assurance Management
No
Testing Management
No
Machine Learning
Deep Learning
No
ML Algorithm Library
No
Model Training
No
Natural Language Processing (NLP)
No
Predictive Modeling
No
Statistical / Mathematical Tools
No
Templates
No
Visualization
No
Product Features
Application Development
Access Controls/Permissions
Yes
Code Assistance
Yes
Code Refactoring
Yes
Collaboration Tools
Yes
Compatibility Testing
Yes
Data Modeling
Yes
Debugging
Yes
Deployment Management
Yes
Graphical User Interface
No
Mobile Development
Yes
No-Code
Yes
Reporting/Analytics
Yes
Software Development
Yes
Source Control
Yes
Testing Management
Yes
Version Control
Yes
Web App Development
No
Build Automation
Automated Testing
No
Build Cache
Yes
Build Management Tools
Yes
Build Metrics
Yes
Change Only Compiling
Yes
Debugging Tools
Yes
Dependency Management
Yes
IDE Compatibility
Yes
Parallel Testing
Yes
Plugin Library
No
Source Code Management
Yes
Version Conflict Resolution
Yes
Continuous Delivery
Application Lifecycle Management
No
Application Release Automation
No
Build Automation
No
Build Log
No
Change Management
No
Configuration Management
No
Continuous Deployment
No
Continuous Integration
No
Feature Toggles / Feature Flags
No
Quality Management
No
Testing Management
No
Continuous Integration
Build Log
No
Change Management
Yes
Configuration Management
No
Continuous Delivery
No
Continuous Deployment
Yes
Debugging
No
Permission Management
No
Quality Assurance Management
No
Testing Management
Yes