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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
Positron is an advanced, freely available integrated development environment designed specifically for data science, accommodating both Python and R within a single cohesive workflow. This platform empowers data specialists to transition smoothly from data exploration to production by providing interactive consoles, notebook integration, variable and plot management, as well as real-time app previews alongside the coding process, all without the need for intricate setup. The IDE comes equipped with AI-driven features such as the Positron Assistant and Databot agent, which aid users in code writing, refinement, and exploratory data analysis to expedite the development process. Additional offerings include a dedicated Data Explorer for inspecting dataframes, a connections pane for database management, and comprehensive support for notebooks, scripts, and visual dashboards, allowing users to effortlessly switch between R and Python. Furthermore, with integrated version control, support for extensions, and robust connectivity to other tools in the Posit Software ecosystem, Positron enhances the overall data science experience. Ultimately, this environment aims to streamline workflows and boost productivity for data professionals in their projects.
API Access
Has API
API Access
Has API
Integrations
Python
Amazon SageMaker
Apache Airflow
Apache Spark
Azure Databricks
Azure Machine Learning
Dash
Dask
Docker
Gemini Enterprise Agent Platform
Integrations
Python
Amazon SageMaker
Apache Airflow
Apache Spark
Azure Databricks
Azure Machine Learning
Dash
Dask
Docker
Gemini Enterprise Agent Platform
Pricing Details
Free
Free Trial
Free Version
Pricing Details
Free
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
Posit PBC
Founded
2009
Country
United States
Website
positron.posit.co
Product Features
Data Science
Access Control
Advanced Modeling
Audit Logs
Data Discovery
Data Ingestion
Data Preparation
Data Visualization
Model Deployment
Reports
Product Features
Data Science
Access Control
Advanced Modeling
Audit Logs
Data Discovery
Data Ingestion
Data Preparation
Data Visualization
Model Deployment
Reports
IDE
Code Completion
Compiler
Cross Platform Support
Debugger
Drag and Drop UI
Integrations and Plugins
Multi Language Support
Project Management
Text Editor / Code Editor