Course Outline
Introduction to Artificial Intelligence (AI), Machine Learning (ML) and Data Science
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AI in a historical context and combinatorial technologies
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Introduction to AI: Concepts, narrow vs. general AI, and different types of AI
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AI capabilities: Sense, reason, act
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The cognitive core of AI: Machine learning
- Advanced Analytics compared to Artificial Intelligence
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Evolution: Past, present, and future perspectives
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Four types of data analytics
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The analytics value chain
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Algorithms explained without technical jargon
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Supervised learning
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Unsupervised learning
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Reinforcement learning
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Data as the fuel for AI
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Structured and unstructured data; The 5 V's of data
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Data governance
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The data engineering platform
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Essential knowledge for understanding data architecture
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Big data reference architecture
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Three categories of data usage
AI Opportunity Matrix
Successful use cases mapped to Porter's value chain
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Primary activities
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Supporting activities
Successful use cases mapped by technology
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Natural Language Processing (NLP)
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Image recognition
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Machine learning
Ideation of AI Projects
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The AI funnel process
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Various approaches to idea generation
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Project prioritization techniques
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The AI project canvas
Execution of AI Projects
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The machine learning life cycle
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The AI machine learning canvas
- Strategic decision-making: When to build versus when to buy AI solutions
Transforming into an AI-Ready Organization
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Utilizing the AI strategy cycle
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Key dimensions of the AI framework
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Practical approach to assessing organizational AI maturity
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Optimal organizational structures for AI
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Benefits of establishing an AI Center of Excellence
- Essential skills and competencies
AI and Ethics
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Identifying risks associated with AI
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Adhering to ethical guidelines
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Realizing trustworthy AI systems
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 8000 € + VAT*
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Testimonials (4)
The quizzes
Qeeka Chopho - Revenue Services Lesotho
Course - Artificial Intelligence (AI) Strategy for Business and Professionals
The continuation from 1st day to the last. There was a clear synergy of content presented
Mabea Rampeta - Revenue Services Lesotho
Course - Artificial Intelligence (AI) Strategy for Business and Professionals
method of delivery. Not just listening, being hands on and being practical
Makhauhelo Hlaele - Revenue Services Lesotho
Course - Artificial Intelligence (AI) Strategy for Business and Professionals
The practical exercises using the organization as a use case. The style of using the whiteboard also helped in showing the buildup of the ai strategy from the beginning to the end, ensuring that feedback from all the participants is at one place.
