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What is Concourse?

Concourse is an open-source platform tailored for continuous automation, which simplifies workflows through its key components: resources, tasks, and jobs, rendering it particularly effective for CI/CD scenarios. The pipeline operates akin to a distributed, ongoing Makefile, where each job delineates a build plan that details the required input resources and the actions to undertake when those resources change. Users can utilize the web UI to visually navigate their pipeline, effortlessly moving from a job's failure point to diagnosing the root causes with just a single click. This visual feedback loop serves as an important "gut check," indicating that any anomalies should be scrutinized. Moreover, jobs can be interconnected through dependency configurations, forming a dynamic graph of jobs and resources that continuously propels your project from the initial codebase to its deployment stage. Configuration and management tasks are executed via the fly CLI, with the fly set-pipeline command facilitating the upload of configuration to Concourse. After verifying that the setup is correct, developers can commit the configuration to their source control repository, ensuring that the automation evolves in tandem with the needs of the project. This adaptability and clarity not only enhance the development process but also make Concourse an indispensable tool for software teams aiming to optimize their continuous integration and delivery pipelines. With its robust features, Concourse empowers developers to maintain a high level of efficiency and responsiveness in their workflows.

What is Amazon SageMaker Pipelines?

Amazon SageMaker Pipelines enables users to effortlessly create machine learning workflows using an intuitive Python SDK while also providing tools for managing and visualizing these workflows via Amazon SageMaker Studio. This platform enhances efficiency significantly by allowing users to store and reuse workflow components, which facilitates rapid scaling of tasks. Moreover, it includes a variety of built-in templates that help kickstart processes such as building, testing, registering, and deploying models, thus making it easier to adopt CI/CD practices within the machine learning landscape. Many users oversee multiple workflows that often include different versions of the same model, and the SageMaker Pipelines model registry serves as a centralized hub for tracking these versions, ensuring that the correct model can be selected for deployment based on specific business requirements. Additionally, SageMaker Studio enables seamless exploration and discovery of models, while users can leverage the SageMaker Python SDK to efficiently access these models, promoting collaboration and boosting productivity among teams. This holistic approach not only simplifies the workflow but also cultivates a flexible environment that accommodates the diverse needs of machine learning practitioners, making it a vital resource in their toolkit. It empowers users to focus on innovation and problem-solving rather than getting bogged down by the complexities of workflow management.

Media

Media

Integrations Supported

Amazon SageMaker
Amazon Web Services (AWS)
Cycloid
LT Browser
Netdata
OverOps
Qyrus
StackHawk
Trivy

Integrations Supported

Amazon SageMaker
Amazon Web Services (AWS)
Cycloid
LT Browser
Netdata
OverOps
Qyrus
StackHawk
Trivy

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Concourse

Company Website

concourse-ci.org

Company Facts

Organization Name

Amazon

Date Founded

2006

Company Location

United States

Company Website

aws.amazon.com/sagemaker/pipelines/

Categories and Features

Continuous Delivery

Application Lifecycle Management
Application Release Automation
Build Automation
Build Log
Change Management
Configuration Management
Continuous Deployment
Continuous Integration
Feature Toggles / Feature Flags
Quality Management
Testing Management

Continuous Integration

Build Log
Change Management
Configuration Management
Continuous Delivery
Continuous Deployment
Debugging
Permission Management
Quality Assurance Management
Testing Management

Categories and Features

Continuous Delivery

Application Lifecycle Management
Application Release Automation
Build Automation
Build Log
Change Management
Configuration Management
Continuous Deployment
Continuous Integration
Feature Toggles / Feature Flags
Quality Management
Testing Management

Continuous Integration

Build Log
Change Management
Configuration Management
Continuous Delivery
Continuous Deployment
Debugging
Permission Management
Quality Assurance Management
Testing Management

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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