Short Master in Machine Learning for Robotics and Automation

Overview

The Short Master in Machine Learning for Robotics and Automation is designed to provide participants with essential skills and knowledge at the forefront of machine learning and automation. This program will give you a state-of-the-art opportunity to familiarize yourself with the general concepts of machine learning and see how the theory is executed in practice. We will discuss the main machine-learning techniques and concepts. We will deploy discussed techniques (algorithms) in our domain to boost robot performance. Moreover, we are going to play with neural networks and understand this concept from scratch.

Program Objectives

• Learn machine learning concepts applicable to robotics
• Understand the fundamental principles of artificial intelligence and how the robots think and make independent decisions
• Make robots smarter and more collaborative
• Advance your skills in Python programming

Outline

The Short Master in Machine Learning for Robotics and Automation program includes the following modules:

1. Introduction to Machine Learning
• Types of machine learning
• Overview of key algorithms and applications
2. Deep Learning Techniques
• Neural network structures
• Applications of deep learning in robotics
3. Computer Vision for Robots
• Fundamentals of image processing
• Object detection and recognition techniques
4. Sensor Fusion Strategies
• Combining data from multiple sensors
• Real-world applications in autonomous systems
5. Path Planning and Navigation
• Algorithms for robot movement
• Techniques for real-time decision-making
6. Reinforcement Learning Applications
• Principles of reinforcement learning
• Implementation in robotic systems
7. Capstone Project Development
• Hands-on project focusing on real-world scenarios
• Collaboration for effective problem-solving

Target Group

This program is dedicated to robot enthusiasts and all the others who would like to stay abreast of current technology trends

Program Cost

The Short Master in Machine Learning for Robotics and Automation is offered at the following rates:

• 5 Training Days: €3700
• 10 Training Days: €6500

This program is available on different dates upon your request, providing flexibility to accommodate various schedules.

Organizers

The Geneva Institute of Business Management organizes this short master program with and its partners across Europe.