by

Explain4.me
Digital Course in AI

Hello dear reader – you are also a learner!

We believe in micro-learning, and have formed each chapter from the book into one lesson. Here they are organized into topical units, which are again grouped into courses. Read more about our pedagogical model on the ABOUT page. It is based on 10 years of educational development work for corporate education and professional learning, using the new digital and AI tools of production, distribution and marketing.

Each book has a companion course with six sections containing five units each, which in turn contain 5 lessons each. Each lesson is a chapter from the book, or a nano-course here. There are dilemmas, quizzes, audio elements and more in each lesson.

The sections are organized in SOCIETY, TECHNOLOGY, BUSINESS, and there are two levels for each: BASIC and ADVANCED. There is something for everyone, and this model helps broaden your perspectives, wherever you are starting from.

Each unit consists of a few lessons, where a lesson is a chapter from the book. If you wish to be nudged into daily learning, we can partner. We plan to send out daily “drips” of one lesson per day, and weekly “drops” of one unit per week. Please subscribe here for our newsletter with this functionality. (hello@nextbook.me)

Stay tuned for our daily and weekly drips of learning and inspiration – soon we will add an LMS where you will be able to collect badges and certificates to gamify and drive your daily professional growth. We plan to add most of a “Duolingo-like” functionality where you can aim for monthly badges, friendly challenges, daily streaks and more. It works, and we believe in you and your growth mindset, in AI, ESG and other future-ready topics for work and life.

AI COURSE SECTION 1

Perspective: TECHNOLOGY, Level: BASIC

Choose one of these units to delve into specific areas of foundational knowledge of AI technology.

TB1 Unit: Basic AI Technology Foundations 

Explore the essential concepts that form the foundation of artificial intelligence, understanding its evolution, and the core subjects that contribute to its development.

TB2 Unit: Basic Mathematical Foundations of AI

Delve into the critical mathematical disciplines that underpin AI, including linear algebra, calculus, information theory, and statistics.

TB3 Unit: Basic Data and Learning in AI

Understand how AI systems learn from data, the difference between data analysis and AI, and where to source data for AI experimentation.

TB4 Unit: Basic AI Technologies and Deep Learning

Gain insights into advanced AI technologies such as deep learning and neural networks, and explore the significance of large language models.

TB5 Unit: Basic AI Programming and Challenges

Learn about the popular programming languages used in AI and discuss common challenges such as how and why AI models can produce erroneous outputs or “hallucinate.”

 

AI COURSE SECTION 2

Perspective: TECHNOLOGY, Level ADVANCED 

These units provide are suitable for learners who already have foundational knowledge and are looking to expand their expertise in specific areas of AI technology. 

TA1 Unit: Advanced AI Models and Algorithms

This unit covers the forefront of AI development, detailing the most crucial and innovative models and algorithms that drive modern AI systems.

TA2 Unit: Advanced Neural Networks and Their Variants

Dive into specialized neural network architectures and algorithms that have transformed how machines understand and process data, focusing on their design and practical applications.

TA3 Unit: Machine Learning Techniques and Challenges

Explore a variety of machine learning techniques, from basic principles to the statistical underpinnings and optimization algorithms that enhance model performance.

TA4 Unit: Understanding Complex AI Issues

Tackle some of the most challenging issues in AI, including model training difficulties, ethical concerns, and the emerging role of quantum computing in AI.

TA5 Unit: AI Applications in Science and Technology

This unit focuses on the application of AI in scientific research and technology development, specifically in drug discovery and the technologies that enable AI to be implemented effectively.

AI COURSE SECTION 3

Perspective: SOCIETY Level: BASIC 

In these units we focus on AI’s implications and interactions with everyday life. We explore how AI technology integrates with and influences various facets of society. 

SB1 Unit: AI in Daily Life and Work

Explore how AI integrates into everyday life, affecting everything from daily routines to future job prospects, and how it aids in personal learning and social interactions.

SB2 Unit: AI and Entertainment

Discover the intersection of AI with entertainment and art, including its influence on movies, games, and creative arts.

SB3 Unit: Ethical and Societal Concerns of AI

Address significant ethical questions and concerns about AI, including its consciousness, potential dangers, and overall impact on society.

SB4 Unit: AI, Law, and Security

Examine the darker side of AI’s applications, including criminal use, law enforcement roles, and the impact of technologies like deep-fakes on privacy and security.

SB5 Unit: AI Capabilities and Human Interaction

Contrast AI’s capabilities with human skills, exploring areas where AI struggles or excels, and discussing the ongoing challenges and tests that benchmark AI’s progress.

SB6 Unit: AI Literacy and Engagement

Encourage deeper understanding and engagement with AI, emphasizing the urgency and importance of becoming AI-literate and aware of its broader impacts and regulations.

AI COURSE SECTION 4

Perspective: SOCIETY Level: ADVANCED

These units are designed to give a nuanced and in-depth look at the complex interactions between AI and society, tailored as critical discussions about the future, ethics, and cultural impact of AI.

SA1 Unit: Historical and Future Perspectives of AI

This unit covers the evolution of AI from its origins to its speculative future, including its role in successive industrial revolutions, providing a comprehensive view of its developmental trajectory.

SA2 Unit: AI, Society, and Ethics

Explore the interaction between AI and societal structures, focusing on ethical concerns such as bias, transparency, and the emotional intelligence of AI systems.

SA3 Unit: AI in Culture and Human Interaction

Delve into how AI intersects with human culture, questioning its capabilities in humor, relationships, and understanding, along with exploring its most unusual applications.

SA4 Unit: AI, Responsibility, and Policy

Investigate the responsibilities and legal implications of AI errors, the role of AI in cybersecurity, and compare how leading nations are shaping AI development.

SA5 Unit: AI and Learning

This unit examines what AI can reveal about human cognition, its impacts on education and cheating, essential AI literature, and the ongoing debate about AI replacing human roles.

AI COURSE SECTION 5

Perspective: BUSINESS, Level: BASIC 

These units are aimed at beginners who need a solid foundation in understanding how AI technologies are integrated into and influence various business sectors. 

BB1 Unit: Introduction to AI in Business 

This unit provides an introduction to the basics of AI, exploring its sudden improvements, visibility in everyday life, and its relationship with economics and leadership in business contexts.

BB2 Unit: AI Innovations and Applications

Explore diverse and groundbreaking applications of AI, from healthcare and autonomous vehicles to robotics, highlighting how these innovations are transforming industries.

BB3 Unit: Understanding AI Growth and Impact

Dive into the concepts that explain the rapid growth and impact of AI, including the understanding of key laws and phenomena that underpin AI development and the role of major companies like Nvidia.

BB4 Unit: AI Careers and Roles

Familiarize yourself with various career paths in AI, detailing the roles, responsibilities, and skills needed for jobs like data scientists, machine learning engineers, and robotics engineers.

BB5 Unit: Advanced Concepts and Organizational Influence

This unit addresses more complex AI concepts such as super-intelligence and the influence of key organizations, along with practical insights on applying AI to solve real-world problems and its impact on traditional games like chess.

AI COURSE SECTION 6

Perspective: BUSINESS, Level: ADVANCED 

These units are designed to provide an in-depth look at the complex issues surrounding AI in business at an advanced level, tailored for learners who are ready to tackle strategic planning, ethical considerations, and innovative applications of AI. 

BA1 Unit: AI Strategy and Learning

This unit focuses on strategic planning for AI integration, highlighting influential figures in AI, foundational knowledge, and how to gear up personally and organizationally for an AI-driven future.

BA2 Unit: AI, Ethics, and Philosophy

Explore the ethical, legal, and philosophical challenges posed by AI, including sustainability and compliance issues, providing a comprehensive view of the broader implications of AI technologies.

BA3 Unit: AI in Creativity and Healthcare

Investigate AI’s role in creative fields and healthcare, examining its potential to innovate in areas traditionally dominated by human creativity and its transformative impact on medical diagnostics.

BA4 Unit: Practical Concerns and Opportunities in AI

Address practical concerns related to the operational costs of AI, such as energy consumption, and explore entrepreneurial opportunities for monetizing AI innovations.

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