Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Description

Kedro serves as a robust framework for establishing clean data science practices. By integrating principles from software engineering, it enhances the efficiency of machine-learning initiatives. Within a Kedro project, you will find a structured approach to managing intricate data workflows and machine-learning pipelines. This allows you to minimize the time spent on cumbersome implementation tasks and concentrate on addressing innovative challenges. Kedro also standardizes the creation of data science code, fostering effective collaboration among team members in problem-solving endeavors. Transitioning smoothly from development to production becomes effortless with exploratory code that can evolve into reproducible, maintainable, and modular experiments. Additionally, Kedro features a set of lightweight data connectors designed to facilitate the saving and loading of data across various file formats and storage systems, making data management more versatile and user-friendly. Ultimately, this framework empowers data scientists to work more effectively and with greater confidence in their projects.

Description

Prefect is a Python-native automation platform built to orchestrate workflows and power AI applications at scale. It allows developers to convert simple Python functions into fully observable workflows using a lightweight, open-source framework. Prefect eliminates the need for complex rewrites while supporting production-grade orchestration. The platform offers managed services through Prefect Cloud, reducing operational overhead with autoscaling and enterprise security. Prefect Horizon provides managed AI infrastructure, enabling teams to deploy MCP servers and connect AI agents to internal systems. Both platforms run on the same codebase written by developers. Prefect delivers deep observability to help teams debug and optimize workflows efficiently. With zero vendor lock-in and Apache 2.0 licensing, it offers flexibility and control. Prefect is trusted by companies across industries to automate mission-critical processes. It supports faster deployment and reduced operational costs.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Dask Yes 
Python Yes 
Apache Airflow Yes 
Apache Spark Yes 
Azure Databricks Yes 
Azure Machine Learning Yes 
BI Book No 
Cake AI No 
DataHub No 
Gemini Enterprise Agent Platform Yes 
Great Expectations No 
Jupyter Notebook Yes 
Kubeflow Yes 
MLflow Yes 
Matplotlib Yes 
Orchestra No 
Plotly Dash Yes 
Sifflet No 
Tobiko No 
pandas Yes 

Integrations

Dask Yes 
Python Yes 
Apache Airflow No 
Apache Spark No 
Azure Databricks No 
Azure Machine Learning No 
BI Book Yes 
Cake AI Yes 
DataHub Yes 
Gemini Enterprise Agent Platform No 
Great Expectations Yes 
Jupyter Notebook No 
Kubeflow No 
MLflow No 
Matplotlib No 
Orchestra Yes 
Plotly Dash No 
Sifflet Yes 
Tobiko Yes 
pandas No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux Yes 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
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 No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Kedro

Website

kedro.org

Vendor Details

Company Name

Prefect

Founded

2018

Country

United States

Website

www.prefect.io

Product Features

Data Science

Access Control No 
Advanced Modeling No 
Audit Logs No 
Data Discovery No 
Data Ingestion No 
Data Preparation No 
Data Visualization No 
Model Deployment No 
Reports No 

Product Features

Data Management

Customer Data No 
Data Analysis No 
Data Capture No 
Data Integration No 
Data Migration No 
Data Quality Control No 
Data Security No 
Information Governance No 
Master Data Management No 
Match & Merge No 

Workflow Management

Access Controls/Permissions No 
Approval Process Control No 
Business Process Automation No 
Calendar Management No 
Compliance Tracking No 
Configurable Workflow No 
Customizable Dashboard No 
Document Management No 
Forms Management No 
Graphical Workflow Editor No 
Mobile Access No 
No-Code No 
Task Management No 
Third Party Integrations No 
Workflow Configuration No 

Alternatives

Alternatives

Apache Airflow Reviews

Apache Airflow

The Apache Software Foundation
Metaflow Reviews

Metaflow

Netflix
Union Cloud Reviews

Union Cloud

Union.ai
Dagster Reviews

Dagster

Dagster Labs