Introducing Eddie

A powerful toolkit designed to accelerate and scale development of big data and machine learning pipelines.

EDDiE seamlessly transitions interactive data science to robust production-grade deployment-ready pipelines without any overhead.


Get to Know EDDiE

Every feature in EDDiE is designed to simplify data developers' day-to-day workflow, facilitate collaboration and eliminate overhead in converting interactive analytics to production code.

Unified Interface

Integrates powerful interactive notebook for iterative analytics and an IDE to build, test and maintain real deployable code

Learn more →

Code/Data Binding

Programmatically binds every piece of Code with its generated Data for traceability and intelligent execution

Learn more →

Source Control & Branching

Drives team productivity and collaboration by integrating Source Control, Branching and Concurrent editing

Learn more →

Production Ready

Breaks-down complex analytics pipelines into modules of data transformations and modeling operations

Learn more →

Environment Management

Handles shared notebooks, code repos, config and operation of dev., QA and production clusters all in one place

Learn more →

No Vendor Lock-in

Built completely on an open-source tech stack. 'Ready-to-run' code bundles available to be deployed anywhere.

Learn more →


Stand-alone Version

Download your EDDiE trial
Installation instructions: Linux, OSX

About Us

The DataSense team comprises data scientists, data engineers and software developers based in San Diego and Shanghai. The entire DataSense team has spent better part of the careers delivering cutting-edge big data and advanced analytics based solutions to Fortune 100 enterprises ranging from some of the world's largest telecom, airline, financial services and retail (e-commerce and in-store) clients.

The vision for EDDiE is a direct result of the challenges we ourselves faced as we struggled over the years to build sustainable data analytics pipelines in an agile way. In a nutshell, EDDiE is a dev. tool built for data developers by data developers with one simple goal in mind: to accelerate the transition from building one-off data science experiments to sustainable software-grade data applications.

Our users are hands-on data engineers and scientists. To that end, we've refrained from building a laundry list of extraneous functionality and instead focused on unifying the core development tasks of iterative experimentation and deployable code generation. The outcome is a real improvement in the day-to-day workflow, eliminatation of overhead in converting iterative analytics to deployable code and development of mature, sustainable, software-grade data applications.

We are confident that you will find EDDiE an indispensable tool once you give it a test drive.


Recent Posts:

Get Started Guide

Learn how to start using EDDiE

Installation Guide for Dependencies

Learn how to install Eddie Dependencies

Installation Guide for OSX

Learn how to install Eddie on Mac OS

Installation Guide For Linux

Learn how to install EDDiE on (pretty much) any Linux distro

Working on a New Project by Dr. Bo Zhang


Using EDDiE to do some real work


Eddie Intro by Dr. Bo Zhang


Get a high-level overview of EDDiE from Dr. Bo Zhang


Generate Localhost Certs

Learn how to make https secure when access Eddie

See all

Contact Us

DataSense Analytics, Inc.

10620 Treena St Suite 230

San Diego, CA 92131