AI 360
LANGUAGE: ITALIAN, ENGLISH
SYNCHRONOUS COURSE DURATION: 8 HOURS
MODE: online or in person
OBJECTIVES
Provide participants with basic knowledge in the field of artificial intelligence and industry trends to have a complete picture of its potential and impacts on business.
RECIPIENTS
Company employees or managers.
SUBJECTS
- History of artificial intelligence
- Basic concepts of Machine Learning (supervised, unsupervised, reinforced learning)
- Main Machine Learning models and algorithms (linear/polynomial regression, logistic regression, decision trees, etc.)
- Data processing and management (training set, test set, validation set, bias/variance, regularization)
- Neural networks (convolutional networks and computer vision, generative adversarial networks, sequential models, transfer learning, transformers and natural language processing and prompting, multi-odal models)
- Artificial intelligence application cases: Netflix, DallE-3, Midjourney, Stable Diffusion, Stable Audio, Nansy, etc
- Robotics and application cases (Ameca, Sophia, etc.)
- Ethics in artificial intelligence (case studies, best practices, will robots steal jobs?)
- Approach artificial intelligence in the company (professional figures, frameworks, libraries, pre-trained models, etc.)
- Artificial intelligence applied to augmented reality and virtual reality
CONTENTS AND TEACHING BY PROFESSION AI
