Next Generation AI at your fingertips

Next generation AI
at your fingertips

Next generation AI
at your fingertips

Practicus AI is the modern Data Science platform
that combines ease of use with powerful features.

Under the user-friendly interface, we offer you a
scalable, flexible, and open-source data stack,
helping you solve your most complex data problems.

Practicus AI is the modern Data Science platform that combines ease of use with powerful features. Under the user-friendly interface, we offer you a scalable, flexible, and open-source data stack, helping you solve your most complex data problems.

Learn More
Get Started
The Data Science platform that
works for you, technical or not
The Data Science platform that works for you, technical or not

We offer powerful spreadsheet-style AI to business users. And we reduce the operational overhead, enable massive scale, and provide unlimited Python/SQL code extensibility to technical users. By allowing seamless collaboration between technical and non-technical users, you will be able to build AI systems that make an impact.

Select Features

Explore

Explore cloud Data Lakes, DBs, Data Warehouses, and more

Define, share, govern and audit connections across your entire org.

Switch between data engines if you need (Pandas, DASK, Spark, RAPIDS)

Use S3 like a local drive

Analyze

See hard to find correlations with the advanced profiler

Create meaningful and fast charts for big data

Run SQL on any data and any size (billion+ rows) without the need to configure a library, product or a separate service

Prepare

Process, clean, and prepare your data without any coding

When clicking is not enough, use ChatGPT to remove blockers

Use existign skills with 200+ Excel compatible functions

Use SQL or Python flexibly

Model

Build AI models on past data with one-click using cutting-edge AutoML

Export to Jupyter and share your AutoML experimentation details in a central database (MLflow)

Easily customize the AutoML code for complex problems

Predict

Predict the unknown with one-click using any model

Search and use models built with any system, easily going beyond Practicus AI AutoML

Schedule for always up to date predictions

Operationalize

Create production-ready data processing, model building and model consuming code

Easily customize the clean and documented code to fit your needs.

Embed into Airflow or other orchestration engines.

Videos

Select Benefits

Business Experts

Explore various data sources to analyze raw or structured data

Build AI models and predict the future, export to Excel to share

Easily join technical experts for complex AI projects, where your expertise is needed the most

Improve collaboration!

Data Scientists

Ease your data preparation pain by getting help from domain experts

Export simpler models to pure Excel files to cultivate interest

Simplified model search and one-click inference will increase the user base and impact of your models

Improve collaboration!

Data Engineers

Intuitive and fast ETL with the spreadsheet interface

Easily switch between Pandas, DASK, RAPIDS, Spark and more

Export data processing steps into pure Python and embed into Airflow or other orchestrator with one-click

Improve collaboration!

Download Practicus AI app

Download our forever free app and start using Practicus AI right away!

Our new version is currently being rolled out on App Store, which takes around 24 hours. 
Please use the below installer in the mean time.

Get Windows installer
Get macOS installer
Get it for Linux

You can download from our GitHub repo too!

Please check our step-by-step guide if you need assistance.

Python Developer?

You can also use pip as an alternative installation method. 
Please check the pip and quick start details below..

You can pip install practicus (Windows/macOS/Linux:3.8 – 3.11) and then run practicus from the terminal. Or run, python -c “import practicus; practicus.run()”  (python3 for macOS or Linux).

Installing using pip will give you the exact same end-to-end GUI application experience. Similarly, if you download the packaged app you can still code freely when you want to. So, please select any method of installation as you prefer. 

As for any Python application, we strongly recommend you to use a virtual environment such as venv or conda. Please check the recommended QuickStart scripts on this page to create a virtual env, install Practicus AI and run with peace of mind and in one go.

For server environments or API only usage, you can pip install practicuscore to install the core library by itself without the GUI elements. (Linux: Python 3.6 – 3.11, Windows/macOS: Python 3.8 – 3.11) 

This is a small library with fewer requirements and no version enforcement for any of its dependencies. It’s designed to run in existing virtual environments without overriding the version requirements of other libraries. Please check the documentation for more details. 

:: install 
python -m venv %UserProfile%\practicus\venv
%UserProfile%\practicus\venv\Scripts\python -m pip install --upgrade practicus

:: run
%UserProfile%\practicus\venv\Scripts\activate
practicus

# install
python3 -m venv ~/practicus/venv 
~/practicus/venv/bin/python -m pip install --upgrade practicus


# run
source ~/practicus/venv/bin/activate
practicus

Instead of running Practicus AI from the command prompt (terminal) you can create shortcuts and run with double click. The below tips assume you installed using the QuickStart tips above.

Windows: Navigate to %UserProfile%\practicus\venv\Scripts\ folder and locate practicus.exe, which is essentially a starter for practicus Python library. You can right click and select pin to start. You can also create a shortcut to this .exe and change its name to Practicus AI and its icon by downloading our icon practicus.ico. 

macOS: You can download Practicus AI Starter app which is a tiny (100KB) app that starts the Python virtual env in ~/practicus/venv , and then starts Practicus AI GUI from practicus Python library. To keep the app in dock please drag & drop the .app file on the dock itself. Right clicking and choosing “keep in dock” will not create a shortcut.

 

X