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Course Outline
Introduction to Artificial Intelligence (AI), Machine Learning (ML) and Data Science
- Al in a historical setting and combinatorial technologies
- Introduction to Al, concepts, narrow and general Al o Different types of Al
- Al - sense, reason, act
- The thinking in Al: Machine learning
- Advanced Analytics vs Artificial Intelligence
- Looking back, now, forward
- 4 types of data analytics
- Analytics value chain
- Algorithms but without technical jargon
- Supervised learning
- Unsupervised learning
- Reinforcement learning
- Data as fuel for Al
- Structured and unstructured data o The 5 V's of data
- Data governance
- The data engineering platform
- Just enough to understand the data architecture
- Big data reference architecture
- 3 categories of data usage
Al opportunity matrix
Successful use cases by Porter's value chain
- Primary activities
- Supporting activities
Successful use cases by technology
- NLP
- Image recognition
- Machine learning
Ideation of Al projects
- Al Funnel process
- Several idea generation approaches
- Prioritize projects
- Al project canvas
Running of Al projects
- Machine learning life cycle
- Al machine learning canvas
- When to make and when to buy Al solutions
How to transform to an Al-ready organization
- Use the Al strategy cycle
- Dimensions of the Al framework
- Practical approach to assess the Al maturity of the organization
- Best organizational structures
- Benefits of an Al Center of Excellence
- Skills and competencies
Al and ethics
- Risks of Al
- Ethical guidelines
- Realizing trustworthy AI
35 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €11400 online delivery, based on a group of 2 delegates, €3600 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
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