Technologies / Artificial Intelligence

RapidMiner in machine learning and predictive analytics

The training focuses on the practical use of the RapidMiner platform in machine learning and predictive analytics projects. Participants will learn advanced data modeling and analysis techniques using RapidMiner's intuitive interface. The program combines theory with hands-on workshops where participants work on real data sets. Classes are conducted in the form of interactive workshops with an emphasis on practical applications.

Issues

RapidMiner platform
Data preparation
Predictive modeling
Validation of models
Process automation
Integration of systems
Visualize the results
Performance evaluation of models
Machine learning techniques
Data processing
Feature selection
Implementing models

Benefits

The participant will acquire the ability to independently create predictive models in RapidMiner
Practical knowledge in data preparation and processing
He or she will learn to select and adjust appropriate machine learning algorithms
Will be able to evaluate and optimize the performance of predictive models
Will learn techniques for automating data analysis processes
Will gain the ability to implement models in a production environment

Who is this training for?

Data analysts getting started with machine learning

Business Intelligence Specialists

Business analysts

Data Scientists

Data analysis consultants

Analytical project managers

Researchers and scientists

Predictive modeling specialists

Prerequisites

Basic knowledge of statistics
Understanding business processes
Experience in data analysis
Fundamentals of machine learning theory

Training program

Preparing the work environment
Data import and export
Process management

Data cleaning
Transformation of variables

Handling missing values
Predictive modeling
Classification algorithms

Validation of models
Performance evaluation
Implementing models
Process automation
Integration with systems
Monitoring of models
Update models

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

Who is the RapidMiner in machine learning and predictive analytics training for?

This training is designed for professionals looking to develop skills in rapidminer in machine learning and predictive analytics. Required level: advanced.

How long is the RapidMiner in machine learning and predictive analytics training?

The training lasts 2. Available in online or on-site format.

Will I receive a certificate?

Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.

Can this training be conducted for a closed group?

Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.