Technologies / Artificial Intelligence

Dataiku for corporate AI and machine learning

The training provides a comprehensive introduction to the Dataiku platform and its application in developing advanced AI/ML solutions at the enterprise level. The program covers the full lifecycle of an analytics project, from data preparation to model implementation, with a focus on team collaboration and process management. Participants learn to use the platform's advanced features to create scalable and repeatable analytics solutions.

Issues

Dataiku architecture
Project management
Data flows
Automatic ML
Teamwork
Production deployments
Monitoring of models
Version management
Process automation
Documentation of projects
Data visualization
Best analytical practices

Benefits

The participant will develop practical skills in using the Dataiku platform to develop advanced analytics solutions
He or she will gain knowledge of how to effectively manage AI/ML projects in an enterprise environment
Will learn to design and implement scalable workflows for analytics projects
Will learn techniques for effective collaboration in data science teams
Will develop the ability to automate analytics and ML processes
Will gain the ability to manage the full lifecycle of models in a production environment

Who is this training for?

Data analysts in large organizations

Data Scientists working with Dataiku

Managers of analytical teams

Business Intelligence Specialists

Data engineers

Employees of analytical departments

Digital transformation consultants

Prerequisites

Basic knowledge of data analysis
Understanding business processes
Experience in analytical projects
Fundamentals of machine learning

Training program

Project management
Integration of data sources

Data processing and analysis
Designing data flows
Transformations and cleaning

Data visualization
Development of ML models
Automatic machine learning

Validation and testing
Documentation of processes
Implementation and management

Production implementation
Monitoring of models
Change management

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For Dataiku for corporate AI and machine learning we recommend: Basic knowledge of data analysis; Understanding business processes; Experience in analytical projects.

What is the format and duration of this training?

The training lasts 3 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Data analysts in large organizations; Data Scientists working with Dataiku; Managers of analytical teams.