Software Alternatives & Reviews

AI & Analytics Engine VS Dataiku

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

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 logo Dataiku

Dataiku is the developer of DSS, the integrated development platform for data professionals to turn raw data into predictions.
  • 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 Landing page
    Landing page //
    2023-08-17

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 features and specs

No features have been listed yet.

AI & Analytics Engine videos

The AI & Analytics Engine

Dataiku videos

AutoML with Dataiku: And End-to-End Demo

More videos:

  • Review - Dataiku: For Everyone in the Data-Powered Organization
  • Tutorial - Dataiku DSS Tutorial 101: Your very first steps

Category Popularity

0-100% (relative to AI & Analytics Engine and Dataiku)
Data Science And Machine Learning
AI
100 100%
0% 0
Data Science Tools
3 3%
97% 97
Machine Learning
100 100%
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare AI & Analytics Engine and Dataiku

AI & Analytics Engine Reviews

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Dataiku Reviews

15 data science tools to consider using in 2021
Some platforms are also available in free open source or community editions -- examples include Dataiku and H2O. Knime combines an open source analytics platform with a commercial Knime Server software package that supports team-based collaboration and workflow automation, deployment and management.
The 16 Best Data Science and Machine Learning Platforms for 2021
Description: Dataiku offers an advanced analytics solution that allows organizations to create their own data tools. The company’s flagship product features a team-based user interface for both data analysts and data scientists. Dataiku’s unified framework for development and deployment provides immediate access to all the features needed to design data tools from scratch....

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.

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

Dataiku mentions (0)

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

What are some alternatives?

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

Azure Machine Learning Studio - Azure Machine Learning Studio is a GUI-based integrated development environment for constructing and operationalizing Machine Learning workflow on Azure.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

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

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

cnvrg CORE - Free ML Platform for everyone

NumPy - NumPy is the fundamental package for scientific computing with Python