Analance vs Dataiku Data Science Studio comparison

Combining Data Science, Business Intelligence, and Data Management Capabilities in One Integrated, Self-Serve Platform.

Analance is a robust, scalable end-to-end platform that combines Data Science, Business Intelligence, and Data Management into one integrated self-serve platform. It is built to deliver core analytical processing power to ensure data insights are accessible to everyone, performance remains consistent as the system grows, and business objectives are continuously met within a single platform. Analance is focused on turning quality data into accurate predictions allowing both data scientists and citizen data scientists with point and click pre-built algorithms and an environment for custom coding.

THE ANALANCE PLATFORM:

• Delivers an end-to-end enterprise analytics platform with a strong focus on turning quality data into accurate predictions from one integrated self-serve platform.
• Provides a platform for both data scientists and citizen data scientists with point and click pre-built algorithms and an environment for custom coding.
• Offers an intuitive UI with guided workflows to enable both data scientists and citizen data scientists to master the platform in minutes.
• Unifies multiple tools required for data analysis into one integrated platform to deliver insights with accuracy and quality.

Product Capabilities

• Analance Data Management (ADM): Extract, Transform and Load (ETL) tool to clean and transform data for analysis.
• Analance Advanced Analytics (AAA): Predict based on trained Machine Learning (ML) Models.
• Analance Business Intelligence (ABI): Deploy trained models from AAA into ABI for visualizations.
• Analance Internet of Things (AIoT): Connect to streaming sources for real-time analytics and visualization.
• Analance Artificial Intelligence (AAI): Next generation inference engine for prescriptive analytics.

Key Features:

• Get a demo of Analance or take it for a 30-day test drive.
• Seamless Data Integration
• Data Cleaning and Transformation
• Predictive Analytics and Trends
• Real-time Analytics
• Prescriptive Analytics
• Text and Sentiment Analytics
• Social Analytics
• Business Intelligence and Reporting
• Interactive Visualization
• Self-Serve Capability
• Sign-Sign On to Access All Platforms within Analance

Specifications

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Company & Product – Overview

Ducen IT helps Business and IT users of Fortune 1000 companies with advanced analytics, business intelligence and data management through its unique end-to-end data science platform called Analance. Analance is an enterprise-class, state of the art integrated platform that delivers power and ease of use to business users and data scientists with a seamless experience and platform scalability to support business growth and strategy.

Get a demo of Analance or take it for a 30-day test drive.

Website:

https://analance.ducenit.com/

Dataiku Data Science Studio is the collaborative data science software platform for teams of data scientists, data analysts, and engineers to explore, prototype, build, and deliver their own data products more efficiently.

Dataiku Data Science Studio is also known as Dataiku DSS. This solution enables you to discover, share, and reuse code and applications so that you can deliver high-quality projects easily and streamline your path to production. As an enterprise leader, you can leverage the power of AI to confidently make business decisions.

With Dataiku, an intuitive interface is guaranteed and allows users the ability to access and work with data using a point-and-click method. Dataiku analyzes the data to suggest key transformations. Beyond offering 109 data transformation capabilities, Dataiku also includes pipelines that can be generated in SQL which can thereafter be scheduled for automated recomputation.

What's more, Dataiku allows you to create more than 20 different kinds of charts and also gives you the ability to deploy them into dashboards or create custom web applications for the use of interactive and sophisticated visualization tools.

In addition, with Dataiku you have the option of using an in-depth statistical analysis, including but not limited to: curves fitting, univariate and bivariate analysis, principal component analysis, correlation analysis, and statistical tests.

Dataiku Data Science Studio Consists Of:

• Data preparation
• Visualization
• Machine Learning
• Data Ops
• ML Ops
• Analytic Apps

With Dataiku Data Science Studio You Can:

• Integrate any data 10x faster
• Build and automate sophisticated data pipelines
• Build and share insights in minutes
• Perform in-depth statistical analysis
• Create thousands of models to find the best ones
• Explore and explain models

Dataiku Data Science Studio Benefits and Features:

• Use your favorite languages and tools: You can create code working with tools you are already familiar with in the language you prefer (Python, R, SQL, etc.)
• Easily reuse and share code: This feature helps you reduce inefficiencies and inconsistent data. Dataiku includes project libraries, allowing teams to centralize and share code. Although it comes pre-loaded with starter code for tasks, it also provides you with the ability to add your own code snippets.
• Simplify complexities related to connecting to data and configuring computer resources: With this feature, data scientists can execute code in both a containerized and distributed way, while also selecting the runtime environment they want. Dataiku works to maintain those containers as well as shut them down when the job is completed.

Features Users Find Most Valuable:

• API
• Reporting/Analytics
• Third-Party Integrations
• Data Import/Export
• Natural Language Processing
• Search/Filter
• Monitoring
• Workflow Management

Reviews from Real Users

PeerSpot users note that Dataiku Data Science Studio has a fantastic interface and is also flexible, intuitive, and stable. One user said "I like the interface, which is probably my favorite part of the solution. It is really user-friendly for an IT person." Another user mentioned “The best feature is the user interface. It allows us to see the visual flows.”