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Dataiku DSS VS AI & Analytics Engine

Compare Dataiku DSS VS AI & Analytics Engine and see what are their differences

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Contents:
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Dataiku DSS logo Dataiku DSS

Dataiku's single, collaborative platform powers both self-service analytics and the operationalization of machine learning models in production.

AI & Analytics Engine logo AI & Analytics Engine

Accessible AI for everyone. AI-powered machine learning platform to clean, transform and model your data, and deploy and manage ML projects, simply, quickly and cost-effectively.
  • Dataiku DSS Landing page
    Landing page //
    2023-10-21

Get Started with a Free Trial: https://www.dataiku.com/product/get-started/

  • AI & Analytics Engine Landing page
    Landing page //
    2020-09-23

The PI.EXCHANGE AI & Analytics Engine (the Engine) is a Data Science and Machine Learning (ML) platform that empowers everyone, even novice users, to affordably build high-performance ML applications in minutes or hours, not weeks or months.

The easy-to-use connected toolchain provides everything you will need to go from raw data to predictions and insights within a single pipeline. Manual and repetitive machine learning tasks are automated, and the Engine's intelligent features help guide the user end-to-end. So, whether you are building a small pilot project with no dedicated data science resources, or are deploying large-scale enterprise ML systems, you can equip your existing team with the right tool to build meaningful solutions, fast. The Engine gives users the flexibility to customize their ML pipeline from scratch for classification, regression, time-series, or clustering problems or to select an ML solution template to develop their ML application. While both ML development options are guided and require no-coding experience, the latter requires only articulation of business requirements and problem context via a few key steps - everything else is taken care of.

Notable AI solutions include: Customer Churn Prediction Leveraging your manufacturing data to build predictive maintenance strategies Predict online fraudulent transactions and reduce false positives and; Optimize logistics decision-making

Dataiku DSS features and specs

No features have been listed yet.

AI & Analytics Engine features and specs

  • Smart Data Preparation : We smartly recommend actions to perform on your dataset to amplify hidden signals within your raw data
  • Model Recommender and Performance Prediction: Save time and resources, get recommended the machine-learning algorithm best suited to your data with an automatic view of the models' performance prior to training.
  • Flexible Deployment: Whether you need the flexibility and agility of a cloud solution, robust on-premise security, and controls or a hybrid solution that integrates with your existing ecosystem of technologies. We support all major cloud providers and can deploy flexibly to your needs.
  • Model Life-cycle Management: The one-click deployment automatically turns on monitoring of your model. Data submittedto the model for prediction is automatically logged and checked continuously for drift.

Dataiku DSS videos

+ Add

Dataiku DSS Tutorial 101: Your very first steps

More videos:

  • Demo - Dataiku 3 Minute Demo

AI & Analytics Engine videos

+ Add

The AI & Analytics Engine

Category Popularity

0-100% (relative to Dataiku DSS and AI & Analytics Engine)

Dataiku DSS

AI & Analytics Engine

Data Science And Machine Learning
65 65%
Data Science And Machine Learning
35% 35
Data Dashboard
100 100%
Data Dashboard
0% 0
AI
51 51%
AI
49% 49
Machine Learning
0 0%
Machine Learning
100% 100

User comments

Share your experience with using Dataiku DSS and AI & Analytics Engine. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, AI & Analytics Engine seems to be more popular. It has been mentiond 1 time since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Dataiku DSS mentions (0)

We have not tracked any mentions of Dataiku DSS yet. Tracking of Dataiku DSS recommendations started around Mar 2021.

AI & Analytics Engine mentions (1)

  • NEW RELEASE - ML-Solution Templates - Customer Churn Prediction Template
    DISCLAIMER: Hello everyone, my name is Fyona & I work in Marketing at PI.EXCHANGE. I wanted to share an EXCITING news regarding our upcoming release that I think can be helpful to many! The AI & Analytics Engine will be offering a Machine Learning (ML)  Solution Templates, starting with our Customer Churn Prediction Template. Source: about 1 year ago

What are some alternatives?

When comparing Dataiku DSS and AI & Analytics Engine, you can also consider the following products

RapidMiner - RapidMiner is a software platform for data science teams that unites data prep, machine learning, and predictive model deployment.

cnvrg CORE - Free ML Platform for everyone

Alteryx - Alteryx provides an indispensable and easy-to-use analytics platform for enterprise companies making critical decisions that drive their business strategy and growth.

Predera - A light-weight, composable, vertical machine learning operations engine for Healthcare, Retail, and CRMs, one-click scalable deployment, monitoring, governance, explainability

Google Cloud Machine Learning - Google Cloud Machine Learning is a service that enables user to easily build machine learning models, that work on any type of data, of any size.

H2O.ai - Democratizing Generative AI. Own your models: generative and predictive. We bring both super powers together with h2oGPT.

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