DATAIKU in Predictive Analytics Software

Dataiku predictive analytics solution offers features, such as connectivity, data exploration, data preparation, machine learning, model development, etc.
• Connectivity: DSS plugins enable connecting to any data using R or Python for creating connectors. These connectors can be used for any file-based format for sharing.
• Data Exploration: Uses advanced code integrated with Jupyter to create custom reports and perform advanced analytical tasks.
• Data Preparation: Useful for scaling and to mark frequently used data; useful to modify code to suit requirements
• Machine Learning: Automatic selection of data to optimize model
• Model Deployment: Significant amounts of real-time predictions and elastic scaling is possible for traffic surges.
• Automation: Possible to deploy versioned models that are cleaned, enriched, and preprocessed.
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USP : Rapid assembling of predictive data that changes crude information into a business affecting service. This product has advantages for all types of users: analytics leaders, data scientists, IT professionals, and business analysts. It helps analytics leaders in terms of managing productivity, collaboration, coordination, and measuring team growth. Data scientists benefit in terms of automation, modelling, flexibility, and reproducibility. IT professionals gain advantages pertaining to scalability, code & integration, operationalization, and data governance; while business analysts obtain data access, preparation, exploration, and automated ML benefits.

2.2
BUYERS
VENDORS
EXPERTS
2.5
ANALYSTS
 

DATAIKU detailed analysis

Product Maturity
Company Maturity
Use Case Maturity
Most IMPORTANT
3.3
3.7
3.5
Product Quality and Reliability
3.55
3.80
2.80
Product Features and Functionality
3.10
3.55
3.30
Breadth and Depth of Product Offering
3.15
3.75
3.90
LEAST IMPORTANT LESS IMPORTANT

PARTICIPATING QUADRANTS

DATAIKU has chosen it’s strengths in these 3 territories
  • Niche Quadrant

    All-North America

    31 Participants

  • Niche Quadrant

    BFSI-All

    23 Participants

  • Niche Quadrant

    All-Europe

    25 Participants

STRENGTHS
  • Product Maturity / Add-on Funtionalities
    Machine Learning / AI
  • Product Maturity / Data Collections
    Customer Data
  • Product Maturity / Data Management
    Data Blending
  • Product Maturity / Data Management
    Data Preparation (Data Management)
  • Product Maturity / Data Collections
    Demographic
  • Product Maturity / Data Collections
    Geo Spatial
  • Product Maturity / Data Collections
    Marketing Data
  • Product Maturity / Data Management
    Report Generation
  • Product Maturity / Data Management
    Static Visualisation
  • Product Maturity / Data Collections
    Transaction Data
  • Company Maturity / Viability
    Important Innovations
  • Company Maturity / Viability
    Important Partnerships
  • Company Maturity / Viability
    Marquee Clients
  • Product Maturity / Product Quality and Reliability
    Custom Scripting Language
  • Product Maturity / Core Features
    Advanced Condition Prediction
  • Product Maturity / Integration with Big Data Frameworks / Data Stores
    Apache Spark
  • Product Maturity / Enterprise Features
    Auto-scaling
  • Product Maturity / Enterprise Features
    Cloud Hosted Data
  • Product Maturity / Core Features
    Data Investigation
  • Product Maturity / Core Features
    Event Detection
WEAKNESSES
  • Company Maturity / Financial Performance
    Average Customer Retention Rate YoY
  • Company Maturity / Financial Performance
    % increase in revenue YoY for last FY
  • Company Maturity / Financial Performance
    No. of Predictive Analytics Customers
  • Company Maturity / Financial Performance
    Total revenue for the last FY
  • Company Maturity / Industries
    Education
  • Company Maturity / Industries
    Government, Defense, & Public Sector
  • Company Maturity / Industries
    Travel & Hospitality
  • Company Maturity / Geographies
    Africa
  • Company Maturity / Geographies
    Australia & New Zealand
  • Company Maturity / Geographies
    China & HK
  • Company Maturity / Geographies
    Eastern Europe
  • Company Maturity / Geographies
    Germany
  • Company Maturity / Geographies
    India & South Asia
  • Company Maturity / Geographies
    Israel
  • Company Maturity / Geographies
    Japan
  • Company Maturity / Geographies
    Latin America
  • Company Maturity / Geographies
    SEA & Singapore
  • Company Maturity / Geographies
    UAE & Middle East
  • Product Maturity / Data Collections
    Firmographic
  • Product Maturity / Data Management
    Interactive Visualisation

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TOP USECASES
TOP FEATURES
  • Product Features and Functionality
    Core Features
  • Product Features and Functionality / Integration with Big Da..
    Data Stores
  • Product Features and Functionality
    Licensing
  • Product Features and Functionality
    Enterprise Features
  • Add-on Funtionalities / Machine Learning
    AI
  • Support for Languages
    Support for R
  • Integration with Big Data Frameworks / Data Stores
    Apache Spark
  • Data Management
    Report Generation
  • Support for Languages
    Ruby
  • Integration with Big Data Frameworks / Data Stores
    Kafka

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DATAIKU Presence in Predictive Analytics Software

Questions & Answers

TOP REVIEWS

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Project Manager,Company Name Classified
Project Manager, Company Name Classified
#12 in Predictive Analytics Software

“A perfect platform for data engineers"

(*)(*)(*)(*)(*)5
It is a satisfactory platform for data scientists as the installation of this platform is very easy and it provides quality APIs, thereby increasing operational efficiency. The system can be installed only in Linux which can be a drawback.
Other,Company Name Classified
Other, Company Name Classified
#12 in Predictive Analytics Software

“Dataiku DSS: Powerful tool"

(*)(*)(*)(*)(*)5
DSS is a fantastic tool for analyzing data. Functionality (easy to use) - built-in library - pre-processing - machine learning are its major strengths. However, there are no annual contract.
General Manager,Company Name Classified
General Manager, Company Name Classified
#12 in Predictive Analytics Software

“A tool for data scientists"

(*)(*)(*)(*)( )4
A user-friendly platform capable to compute almost everything. All programming languages can be supported by this tool. No chance to explore one’s knowledge could be a minus point as it performs its own task

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