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Embark on an exciting journey to explore the potential of AI in everyday work with our comprehensive AI Fundamentals course. This immersive two-day training program is designed to equip AI enthusiasts with an in-depth understanding of AI assistants, their functionalities, and their transformative potential in optimizing workflows and business processes.

Participants will gain a thorough understanding of the AI landscape, delve into the intricacies of prompt engineering, and explore practical AI applications through hands-on exercises and real-world case studies. The course also brings to light various AI tools, their applications, and their impact on everyday life.

Our goal is to empower you with the knowledge and skills to navigate the rapidly evolving AI ecosystem effectively and confidently. Join us to unravel the mysteries of AI and discover its transformative potential.

No prerequisites, aside general IT knowledge.

At the end of this course you will be able to;

Understand AI landscape, AI assistants, and prompt engineering
Engage in practical AI applications through exercises and case studies
Explore AI tools to optimise workflow and content generation
Develop skills to navigate and leverage the AI ecosystem

Day 1

Module 1 - The AI landscape

Welcome to the AI Revolution
- Is this magic?
- Why learn about the fundamentals of AI?
- Jagged Frontier - Centaurs and Cyborgs
- The short history of AI
- Future(s) of AI
- What is AGI?
- What are you going to take away from the course?
Basic concepts
- Basic building blocks
- Model
- Prompt
- Token
- Completions
Exercise: OpenAI ChatGPT Introduction
- A simple question
Other Chatbots
- ChatGPT competitors
- How do we compare models?
AI in everyday applications
- AI in everyday applications
Pragmatic AI
- The danger of any emerging technology
- The importance of critical thinking
Demo - Midjourney
- Use cases
- Options
- Stylisation
- You can try this
Behind the Technology
- Tuning your intuition
Friendly introduction to neural networks
- General understanding and goals
- Input layer
- Inner layers, weights and output
Behind the Technology - Large Language Models
- What's an LLM?
- Predicting the next word
- How to get these probabilities?
- Word n-grams
- Temperature
- Transformer architecture
- What's a GPT?
- ChatGPT is not just an LLM
- OpenAI Playground
Behind the Tech - Image Generation
- Distorting Pictures: Introducing Noise
- Reversing the Blur: The Magic of Diffusion Models
- From Chaos to Clarity: AI's Power in Image Restoration

Module 2 - The AI Tooling landscape

Reimagine consuming content
- Synthesising content more efficiently
Exercise: ChatPDF
- What is ChatPDF?
- Query your document using natural language
Gamma.app
- Co-design slide decks with AI
- NLP at it's best
Everyday business tasks
Microsoft 365 Copilot
- A whole new way to work
Exercise: Microsoft Bing and Edge
- AI tools at your fingertips
Google Sheets with AI
- AI plugins for Google Workspace

Module 3 - Legal questions

Who owns what?
- Intellectual property
- Intellectual property regarding AI
- Who owns a model?
- Who owns generated data?

Module 4 - Prompt Engineering Fundamentals

Introduction
- What's a prompt?
- Example of a prompt
- How and why prompt engineering works?
- Prompt-engineers and AI-Whisperers
Fundamentals
- The 5 rules for prompting
- Role - who am I?
- The importance of specifying a role
- Context - what are we doing?
- Input - what's the data?
- Output - what do you expect?
- Restrictions - how should I do it?
- Scope - break it down
Exercise: Dissecting a prompt
- Dissect the following prompt
Exercise: Writing a simple prompt
- A prompt for summarising news
Exercise: Write hierarchical prompts
- Prompting for a webpage
Fundamentals summarised
- The 5 rules for prompting

Day 2

Module 5 Prompt Engineering

Behind the Technology - Limitations Today
- Context management
- Performance
- Trustfulness and Reliability
Exercise: OpenAI ChatGPT Limitations
- Hallucinations - lying with confidence
- Making typical mistakes
ChatGPT Plugins
- What are ChatGPT Plugins?
- Browsing the web
- Chat with documents
- Trip planning with ChatGPT
- There's more
Intermediate techniques
- How these techniques fit in the big picture
Exercise: Classifying transactions
- Classifying transactions
- Potential solutions
Intermediate techniques - Multi-shot prompting
- 0-shot prompting
- 1-shot prompting
- Multi-shot prompting
Exercise: Brainstorm presentation title
- Brainstorm presentation title
Intermediate techniques - Multiple choice prompting
- Multiple choice prompting
- Tips for effective multiple choice prompts
Exercise: Create tagline for a new shop
- Create tagline for a new shop
- Potential solutions
Intermediate techniques – Reasoning
- Reasoning prompt
- Enhanced reasoning
Exercise: Taming the creativity
- Taming the creativity
Intermediate techniques – Rating
- Rating
- Tips on getting meaningful scores
Exercise: Double checking answers
- Double checking answers
Intermediate techniques - Self reflection
- Self reflection
- Self reflection best practices
Advanced techniques
Advanced techniques - Prompt compression
- What is prompt compression?
- Compressing a prompt
- Decompressing
- Notes on compression
Exercise: Prompt Compression
- Unlock the Secret Message with ChatGPT
Advanced techniques - Meta prompting
- What is Meta prompting?
Chain of Density - Advanced techniques
- What is Chain of Density prompting?
- Chain of Density research
Exercise: Chain of Density
Summarise an article with Chain of Density

Module 6 - Real-world use-cases

Everyday examples
- Email Writing
- Analyse data with Advanced Data Analysis
- Voice2Text use case
- Translation

Module 7 – Outlook

Outlook
- What's coming in the short-term
- AI's impact on organisations and businesses
- AI's impact on societies
- AI's impact on humanity
- Human Compatible by Stuart Russell
- Your imagination is the limit

Module 8 – Summary

Fundamentals summarised
- The 5 rules for prompting
Intermediate techniques summarised
- Intermediate techniques summarised
Advanced techniques summarised
- Advanced techniques summarised
ChatGPT Plugins summarised
- ChatGPT Plugins summarised
AI tools summarised
- AI tools summarised
- Summary of the summary by ChatGPT

AI Fundamentals Training Course in Finland

Finland is a country located in northern Europe. Helsinki is the capital and largest city of the country. The majority of the people are Finns but there is also a small Lapp population in Lapland, where the country is famous for the Northern Lights. Finland's national languages are Finnish and Swedish.

Known for its vast forests, lakes, and natural beauty, Finland is one of the world's largest producers of forest products, such as paper, pulp, and lumber. One of the world's largest sea fortresses Suomenlinna, Rovaniemi with the "White Nights", dogsled safaris and of course the Northern Lights are what makes Finland so popular for tourists. Finland is one of the best places in the world to see the Northern Lights and attracts millions of tourists during its seasons.

Finland is home to a thriving technology industry and is widely recognized as one of the world's leading technology hubs. Companies such as Nokia and Rovio (creator of the popular game Angry Birds) are based in Finland. Some of the key factors that have contributed to Finland's success in technology include; strong investment in research and development, a highly educated workforce and fundings.

Finland has a strong educational system, and is widely regarded as one of the world's most literate countries. In fact, Finland's literacy rate is one of the highest in the world, and its students consistently perform well in international tests of math and reading ability.

Also, as a pioneer in environmental sustainability, Finland is known for its efforts to reduce its carbon footprint and promote clean energy. This Nordic country is also famous for its unique and distinctive cultural heritage, including its traditional folk music and its elaborate traditional costumes.

Helsinki, Finland's capital city, is the country's business center. Helsinki is Finland's largest city, and it is home to many of the country's major corporations and organizations, including many of the country's leading technology firms. The city is also a commercial, trade, and financial center, as well as one of the busiest ports in the Nordic region.

Take advantage of our diverse IT course offerings, spanning programming, software development, business skills, data science, cybersecurity, cloud computing and virtualization. Our knowledgeable instructors will provide you with practical training and industry insights, delivered directly to your chosen venue in Finland.

AI Fundamentals Training in Finland

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AI Fundamentals Training in Finland

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