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Average Ratings 0 Ratings

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ease
features
design
support

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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

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Dask
Python
AccessOwl
Amazon SageMaker
Apache Airflow
Apache Spark
Azure Machine Learning
BI Book
Cake AI
Coiled
Docker
Gemini Enterprise Agent Platform
Jupyter Notebook
Kubeflow
MLflow
Matplotlib
Orchestra
Plotly Dash
Sifflet
Tobiko

Integrations

Dask
Python
AccessOwl
Amazon SageMaker
Apache Airflow
Apache Spark
Azure Machine Learning
BI Book
Cake AI
Coiled
Docker
Gemini Enterprise Agent Platform
Jupyter Notebook
Kubeflow
MLflow
Matplotlib
Orchestra
Plotly Dash
Sifflet
Tobiko

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

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
Advanced Modeling
Audit Logs
Data Discovery
Data Ingestion
Data Preparation
Data Visualization
Model Deployment
Reports

Product Features

Data Management

Customer Data
Data Analysis
Data Capture
Data Integration
Data Migration
Data Quality Control
Data Security
Information Governance
Master Data Management
Match & Merge

Workflow Management

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

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