Artificial Intelligence (AI) is a methodology for using a nonhuman system to learn from experience and imitate human intelligent behavior. This training covers the potential benefits and challenges of ethical and sustainable robust Artificial Intelligence (AI); the basic process of Machine Learning (ML) – Building a Machine Learning (ML) Toolkit; the challenges and risks associated with an AI project, and the future of AI and Humans in work. This course prepares for the EXIN BCS Artificial Intelligence Foundation certification.
Audience
The EXIN BCS Artificial Intelligence Foundation certification is focused on individuals with an interest in (or need to implement) AI in an organization— especially those working in areas such as science, engineering, knowledge engineering, finance, education or IT services.
Course objectives
In this course, students will learn to:
• Describe how artificial intelligence (AI) is part of ‘Universal Design’ and ‘The Fourth Industrial Revolution’
• Demonstrate understanding of the artificial intelligence (AI) intelligent agent description
• Explain the benefits of artificial intelligence (AI)
• Describe how we learn from data— functionality, software and hardware
• Demonstrate an understanding that artificial intelligence (AI) (in particular, machine learning—ML) will drive humans and machines to work together
• Describe a ‘learning from experience’ Agile approach to projects
Certifications and related examinations
The EXIN BCS Artificial Intelligence Foundation certification tests a candidate’s knowledge and understanding of the terminology and general principles of AI. This Foundation certificate includes and expands on the knowledge taught in the EXIN BCS Essentials Certificate in Artificial Intelligence.
• Course overview and structure
• Exam information
• Daily schedule
• General definition of AI
• Ethics • Sustainability
• AI as part of Universal Design and The Fourth Industrial Revolution
• Challenges and risks
• Opportunities for AI
• Learning from experience
• Applying the benefits of AI
• Opportunities
• Roles and responsibilities of humans and machines
• Trustworthy Al
• Learning from data, functionality, software and hardware
• Learning from data, functionality, software and hardware
• AI intelligent agent description
• What a robot is
• What an intelligent robot is
• AI project teams
• Modelling humans
• Human plus machine mindmap
• Definition of a robot
• Robot paradigm
• Benefits, challenges and risks
• Opportunities and funding
• How do we learn from data?
• Types of machine learning
• Define a simple ML problem
• Introduction to probability and statistics
• Introduction to linear algebra and vector calculus
• Visualising data
• Introduction to neural networks
• Maturity and funding of an AI system
• Open source software for AI and robotics
• Introduction to machine learning and consciousness
• The human + machine
• What will drive humans and machines to work together
• Explore the future opportunities for AI and human systems
• Agile projects
Firma NT GROUP Sp. z o.o. jest Autoryzowanym partnerem firmy HPE
Spółka posiada wpis do ewidencji placówek niepublicznych Nr ew. ES.VIII.4320-6/p.n./2003 wydany z upoważnienia Prezydenta Miasta Łodzi
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