About Dataiku DSS

Dataiku DSS is a data platform designed to help businesses of all sizes utilize artificial intelligence and machine learning technologies to prepare, visualize, monitor, and deploy data sets. Designed for analytics leaders, data scientists, IT engineers, and business analysts, it allows users to automatically detect, connect, and unify all data sources on a centralized platform.

Key features of Dataiku DSS include data exploration, data preparation, model deployment, knowledge sharing, and change management. It enables users to gain insight into datasets through univariate and multivariate statistics, create custom visualizations using a drag-and-drop interface, and share reports with all stakeholders. Plus, it provides a built-in orchestration tool, which lets analysts manage tasks, trigger policies, automate workflows, and more.

Dataiku DSS can either be deployed on-premise or hosted in the cloud. It comes with an application programming interface (API), which allows businesses to modify the system and integrate it with several data storage systems. Users can maintain a catalog of data tasks and organize them in identified projects, allowing team members to quickly access specific information using the search functionality.

Devices

Business size

S M L

Markets

Australia, Canada, Germany, United States

Supported Languages

English

Images

Dataiku DSS flow
Dataiku DSS collaboration
Dataiku DSS projects homepage
Dataiku DSS dashboards
Dataiku DSS webapp
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Dataiku DSS video
Dataiku DSS screenshot: Dataiku DSS flow Dataiku DSS screenshot: Dataiku DSS collaboration Dataiku DSS screenshot: Dataiku DSS projects homepage Dataiku DSS screenshot: Dataiku DSS dashboards Dataiku DSS screenshot: Dataiku DSS webapp

Features

Total features of Dataiku DSS: 44

  • API
  • Access Controls/Permissions
  • Action Item Tracking
  • Activity Tracking
  • Cataloging/Categorization
  • Change Management
  • Collaboration Tools
  • Commenting / Notes
  • Configurable Workflow
  • Data Capture and Transfer
  • Data Discovery
  • Data Extraction
  • Data Import/Export
  • Data Storage Management
  • Data Visualization
  • Database Support
  • Deep Learning
  • For Healthcare
  • For Sales Teams/Organizations
  • For eCommerce
  • Forum / Discussion Board
  • ML Algorithm Library
  • Machine Learning
  • Model Training
  • Monitoring
  • Multiple Data Sources
  • Natural Language Processing
  • Predictive Analytics
  • Predictive Modeling
  • Process/Workflow Automation
  • Progress Tracking
  • Reporting/Analytics
  • Scheduling
  • Search/Filter
  • Secure Data Storage
  • Self-service Analytics
  • Sentiment Analysis
  • Statistical Modeling
  • Tagging
  • Templates
  • Third Party Integrations
  • User Management
  • Visualization
  • Workflow Management

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Reviews

Overall rating

4,7 /5
(3)
Value for Money
0/5
Features
4/5
Ease of Use
5/5
Customer Support
4/5

Already have Dataiku DSS?

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Showing 5 reviews of 3
Sana kanwar M.
Overall rating
  • Industry: Education Management
  • Company size: 1 001-5 000 Employees
  • Used Daily for 1-5 months
  • Review Source

Overall rating

  • Ease of Use
  • Customer Support
  • Likelihood to recommend 8.0 /10

Data science friendly

Reviewed on 2018/12/26

Pros

It helps me explore various anaylitical domains. Makes life easy and provides accurate results

Cons

Not much resources to learn from about the software

Hugo L.
Overall rating
  • Review Source

Overall rating

  • Ease of Use
  • Customer Support

Excellent software for data and business teams collaboration in building data science...

Reviewed on 2015/11/21

Easier way for data and business teams collaboration aiming to build data science applications

Easier way for data and business teams collaboration aiming to build data science applications

Vincent D.
Overall rating
  • Review Source

Overall rating

  • Ease of Use
  • Customer Support

Making Kaggle Submissions with DSS

Reviewed on 2015/04/27

As a non - data scientist, i was curious to see how DSS could help me with the data preparation...

As a non - data scientist, i was curious to see how DSS could help me with the data preparation (cleaning and combining data), feature engineering and predictive modelling phases of a data analysis project

My goal was to make 2 submissions on Kaggle challenges in under 1 hour and without 1 line of code using the Data Science Studio (Titanic and Otto Product Classification datasets).

First, I was really impressed with the overall ease of use and ergonomy of the studio. Building "recipes" for data preparation mostly uses visual processors and the operations are visible directly on a sample of the data, facilitating validation of preparation steps.
In a train / test scenario, i especially enjoyed being able to replicate my recipes on both datasets very easily.
I used the Data Visualization tool to build a few exploratory charts, which can be done quite easily, though it is not as powerful as specialized tools (namely Tableau or Qlik).

For the machine learning part, I restricted myself to visual machine learning in the studio, which already packs the most common algorithms (random forest, logistic, svm, gradient-boosting...). I found the ability to benchmark and compare algorithms performance quickly a great time saver, allowing me to reach a first score in under half an hour on each dataset.

Once I chose the best model, I only needed a few clicks to use the model to prepare and score the Test Dataset and make my submissions. Both times I was in the lower half of the rankings but above Kaggle algorithmic benchmarks.

For "real" Data Scientists and engineers, the Studio allows them to go much further by building recipes and models in R, Python, SQL, Hive, Pig etc...but even as a business analyst, I felt empowered by the software that enabled me to prepare, analyse and build simple predictive models with my data.

Dataiku DSS FAQs

Below are some frequently asked questions for Dataiku DSS.

Dataiku DSS offers the following pricing plans:

  • Starting from: US$0,01/year
  • Pricing model: Free, Subscription
  • Free Trial: Available

Contact Dataiku for pricing details.

We do not have any information about Dataiku DSS features

Dataiku DSS has the following typical customers:

2-10, 11-50, 51-200, 201-500, 501-1 000, 1 001+

Dataiku DSS supports the following languages:

English

Dataiku DSS supports the following devices:

We do not have any information about what integrations Dataiku DSS has

Dataiku DSS offers the following support options:

Email/Help Desk, FAQs/Forum, Knowledge Base, Phone Support, Chat

Related categories

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