Knowledge center

Lessons you can read without an account, from the first subject of every program on the platform. Start with any lesson, then continue the full program for free.

Lessons: 194

Short Diplomas

Destination System, Demand and Governance

From: Tourism and Destination Management
1. What Is a Tourism Destination? System, Value and the Experience Chain 6 min read
2. Understanding Demand, Visitors, Seasonality and Data 6 min read
3. Stakeholders, Governance and Destination-Management Roles 6 min read
4. From Diagnosis to Destination Strategy and Action Plan 6 min read
Product Management Foundations and the Product Manager Role

From: Product Management
1. Products, Product Management and the Value Lifecycle 9 min read
2. The Product Manager Role and Cross-Functional Work 9 min read
3. Product Management and Project Management: Differences and Overlap 9 min read
4. Decision-Making Under Uncertainty: Outcomes, Assumptions and Evidence 10 min read
HRM Foundations and Workforce Planning

From: Human Resource Management
1. The Role of HRM and the Employee Lifecycle 5 min read
2. Connecting Organisational Needs to Workforce Planning 5 min read
3. Roles, Jobs and Capability Requirements 5 min read
4. Evidence-Based Practice, Ethics and Local-Law Boundaries 5 min read
Cloud Concepts, Service Models and Deployment Models

From: Cloud Computing Fundamentals
1. What Is Cloud Computing? Essential Characteristics and Practical Value 8 min read
2. Service Models: IaaS, PaaS and SaaS 9 min read
3. Deployment Models: Public, Private, Hybrid and Community 9 min read
4. Shared Responsibility: What the Provider Manages and What the Customer Retains 9 min read
Understanding AI and Intelligent Systems

From: Artificial Intelligence Fundamentals
1. What Is an AI System? Inputs, Outputs and Objectives 10 min read
2. Rule-Based Systems, Machine Learning and Generative AI 10 min read
3. Task Types: Classification, Regression, Recommendation and Generation 10 min read
4. AI System Lifecycle: From Problem Framing to Inference and Monitoring 10 min read
AI Strategy and Value

From: AI Strategy and Governance
1. AI as an Organizational Capability, Not an End in Itself 14 min read
2. From Problem Framing to an AI-or-No-AI Value Hypothesis 15 min read
3. Portfolio Choices: Value, Risk, and Strategic Priority 15 min read
4. Strategy Roadmap, Operating Model, and Capability Building 15 min read
Foundations of Strategic Management and Strategic Choice

From: Strategic Management
1. What Strategy Is: Choices, Trade-offs, and Distinctiveness 9 min read
2. The Strategic Management Cycle and Levels of Strategy 9 min read
3. Vision, Mission, and Strategic Objectives 9 min read
4. From Strategic Issue to Strategic Question: Assumptions and Decision Criteria 9 min read
Foundations of Modern Management and Evidence-Informed Planning

From: Modern Management
1. Management as an Integrated System: Efficiency, Effectiveness and Managerial Functions 5 min read
2. From Objective to Plan: Priorities, Assumptions and Resources 5 min read
3. Evidence-Based Management: From Claim to Decision 5 min read
4. Risk-Aware Planning and Trade-offs 6 min read
Foundations of Healthcare Management and Governance

From: Healthcare Management
1. Healthcare Organizations as Systems and Services 8 min read
2. Management Roles, Governance, Accountability, and Clinical Decision Boundaries 8 min read
3. Integrated People-Centred Services and the Service User Journey 8 min read
4. Strategy, Priorities, and Performance Measurement 8 min read
Foundations of Family Guidance and a Systemic Lens

From: Family Guidance
1. What Is Family Guidance? Educational Scope and Boundaries 9 min read
2. The Family as a Relational System: Patterns, Context and Mutual Influence 9 min read
3. Family Development, Transitions and Stress Across the Life Course 9 min read
4. The Guidance Stance: Autonomy, Cultural Humility and Professional Boundaries 10 min read
Foundations of Sustainability, ESG, Materiality and Stakeholders

From: Sustainability and ESG
1. Sustainability and ESG: What We Measure and Why 9 min read
2. Environmental, Social and Governance Dimensions and Their Connections 9 min read
3. Stakeholders, Value Chain, Impacts and Dependencies 9 min read
4. Materiality: Impact Materiality, Financial Materiality and Prioritization 9 min read
Foundations of Behavioral Economics and Evidence

From: Behavioral Economics
1. What Behavioral Economics Adds 7 min read
2. Bounds on Decision-Making: Cognition, Self-Control, and Social Preferences 8 min read
3. Building Behavioral Evidence: Lab, Field, and Causal Reasoning 9 min read
4. Responsible Behavioral Diagnosis: From Observed Behavior to a Testable Hypothesis 9 min read
Cybersecurity as Business Risk and Governance

From: Cybersecurity for Business
1. From Assets and Threats to Business Impact 7 min read
2. Governance, Roles, and the NIST CSF 2.0 Functions 7 min read
3. Risk Assessment, Prioritization, and Treatment 7 min read
4. Baselines, Profiles, Measurement, and Continuous Improvement 7 min read
Foundations of Clear Professional English

From: Business English and Professional Communication
1. Purpose, Audience, Context and Tone 6 min read
2. Grammar and Sentence Structure for Accuracy and Clarity 6 min read
3. Functional Vocabulary, Collocations and Word Choice 5 min read
4. Listening, Intelligibility and Clarification Strategies 5 min read
E-Commerce Foundations and Business Model

From: E-Commerce
1. What Counts as E-Commerce? Scope, Actors and Ordering Channels 9 min read
2. Business Models, Value Propositions and Channels 9 min read
3. Revenue Logic and Basic Unit Economics 10 min read
4. Customer Journey, Trust and Fair Digital Choice 10 min read
Financial Statement Structure and Linkages

From: Financial Analysis and Financial Statements
1. Purpose of Financial Reporting and the Logic of Analysis 8 min read
2. Statement of Financial Position and the Accounting Equation 8 min read
3. Profit or Loss, Other Comprehensive Income and Changes in Equity 8 min read
4. Notes, Accounting Policies and Linking the Statements 8 min read
Digital Transformation Foundations and Current-State Assessment

From: Digital Transformation
1. From Digitisation and Automation to Digital Transformation 5 min read
2. Value, Stakeholders, and Digital Business Models 5 min read
3. Assessing Digital Maturity and the Current State 5 min read
4. Target Vision, Transformation Principles, and the Operating Model 5 min read
Foundations of Parenting and Child Development

From: Parenting and Parental Guidance
1. Parenting: Relationship, Safety and Learning 10 min read
2. Realistic Developmental Expectations without Rigid Age Rules 10 min read
3. Child Cues, Temperament and Individual Differences 10 min read
4. Responsive Support and Gradually Growing Autonomy 10 min read
Strategy, Audience and Value Proposition

From: Digital Marketing
1. The Role of Digital Marketing: From Business Goals to Marketing Objectives 12 min read
2. Understanding the Audience: Research, Segmentation and Targeting 12 min read
3. Value Proposition, Positioning and Message Design 12 min read
4. Customer Journey, Funnel and the Role of Each Channel 14 min read
Foundations of Instructional Design and Learner/Context Analysis

From: Instructional Design and E-Learning
1. What Is Instructional Design? From a Learning Problem to a Design Decision 8 min read
2. Learner Analysis: Prior Knowledge, Needs, and Barriers 8 min read
3. Context Analysis: Constraints, Resources, and the Learning Environment 8 min read
4. From Myths to Evidence-Informed Decisions: Learning Preferences and Variability 9 min read
L&D Foundations and Needs Analysis

From: Learning and Development
1. The Role of L&D in Capability and Performance 7 min read
2. From Performance Gap to Learning Decision 7 min read
3. Needs Analysis at Organization, Work and Individual Levels 7 min read
4. Stakeholders, Prioritization and the Learning Need Statement 7 min read
Foundations of Nutrition, Energy and Nutrients

From: Nutrition Education and Healthy Lifestyle
1. Nutrition, Nutrition Literacy and the Scope of Education 5 min read
2. Energy Balance and Why Needs Vary 5 min read
3. Carbohydrates, Protein, Fat and Fibre 5 min read
4. Vitamins, Minerals, Water and Reference Values 5 min read
Foundations of Critical Reasoning and Argument Analysis

From: Critical and Logical Thinking
1. Claims, Questions, Explanations, and Arguments 4 min read
2. Premises, Conclusions, Assumptions, and Argument Mapping 4 min read
3. Meaning, Ambiguity, Definitions, and Necessary/Sufficient Conditions 4 min read
4. Evaluating Arguments: Truth, Relevance, and Inferential Support 4 min read
Understanding Labour Markets, Roles and Opportunities

From: Career Readiness and Employability
1. From Occupation to Role: Concepts for Better Career Decisions 8 min read
2. Reading a Job Description and Turning It into Clear Requirements 8 min read
3. Using Labour-Market Information Responsibly 8 min read
4. Comparing Roles and Choosing a Practical Direction 8 min read
Generative AI and Language Model Foundations

From: Generative AI and Prompt Engineering
1. What Is Generative AI? Scope and Uses 8 min read
2. How Language Models Generate Text: Tokens, Context and Probabilities 9 min read
3. Capabilities and Limits: Variability, Hallucination, Knowledge and Context 8 min read
4. Selecting Tasks and Building Human-Verified Workflows 8 min read
Foundations of Psychological Wellbeing and Self-Awareness

From: Psychological Wellbeing and Life Skills
1. What Is Psychological Wellbeing? Wellbeing, Mental Health and the Limits of Diagnosis 5 min read
2. Noticing Inner Experience: Emotions, Thoughts and Needs 6 min read
3. Values, Meaning, Supports and Stressors 6 min read
4. Building a Non-Diagnostic Personal Baseline and Priorities 6 min read
Foundations of Public Policy and Problem Definition

From: Public Policy
1. What Is Public Policy? Actors, Decisions and the Policy Process 8 min read
2. From Issue to Problem: Causes, Symptoms and Analytical Boundaries 9 min read
3. Stakeholders and Institutions: Who Is Affected and Who Can Influence? 8 min read
4. The Policy Cycle as an Analytical Heuristic: Sequence, Feedback and Non-linearity 9 min read
Public Health Foundations, Determinants and Prevention

From: Public Health and Health Literacy
1. Public Health and the Population Perspective 14 min read
2. Determinants of Health, Equity and the Distribution of Health Outcomes 14 min read
3. Health Promotion and Levels of Prevention 14 min read
4. Public Health Systems, Collective Action and Ethical Boundaries 14 min read
Foundations of Political Science and Political Systems

From: Political Science and Political Systems
1. Politics, Power, Authority and Legitimacy 7 min read
2. State, Nation, Government, Sovereignty and Institutions 7 min read
3. Empirical and Normative Inquiry: Concepts, Evidence and Comparison 8 min read
4. Political Systems and Regime Types: A Neutral Descriptive Map 8 min read
International Legal Foundations for Business

From: Law for Business
1. What Counts as International Law for Business? Sources and Legal Force 6 min read
2. Treaties: Consent, Entry into Force, Scope and Interpretation 5 min read
3. International Law, Domestic Law, Private International Law, Model Laws and Non-Binding Principles 5 min read
4. Legal Issue Spotting and Verifying Whether an International Rule Applies 5 min read
Leadership Foundations and Team Direction

From: Leadership and Team Building
1. Leadership as a Social Process: Direction, Alignment and Commitment 4 min read
2. From Purpose to Goals: Priorities and Success Criteria 4 min read
3. Roles, Norms and the Team Charter 4 min read
4. Leadership Behavior and Context: Beyond Personality Recipes 4 min read
Accounting Foundations, the Equation and Double Entry

From: Accounting for Business
1. The role of accounting, information users and statement elements 9 min read
2. The accounting equation and transaction analysis 10 min read
3. Accounts, debits, credits and double-entry recording 10 min read
4. From transaction to journal, ledger and trial balance 10 min read
Procurement Foundations: Need, Specification and Value

From: Procurement and Supplier Management
1. Procurement Role, Lifecycle, Stakeholders and Value 9 min read
2. Need and Demand Analysis, Make-or-Buy Decision 9 min read
3. Requirements, Specifications, Acceptance Criteria and Stakeholder Alignment 9 min read
4. Price, Cost, Value and Total Cost of Ownership 9 min read
Customer Experience Foundations and the Customer Journey

From: Customer Experience and Customer Service
1. Customer Experience and Customer Service: Concepts and Boundaries 8 min read
2. Customer Journey, Stages and Touchpoints 8 min read
3. Expectations, Perceptions and Moments That Matter 8 min read
4. Building an Evidence-Based Customer Journey Map 8 min read
Framing Business Questions, Data and Metrics

From: Business Data Analytics
1. From a Business Need to an Answerable Analytical Question 4 min read
2. Data Sources, Unit of Observation, Grain and the Data Dictionary 4 min read
3. Defining Metrics and KPIs for Valid Comparison 4 min read
4. Data Quality and Documented Cleaning Before Analysis 4 min read
Business Development Foundations and Opportunity Selection

From: Business Development and Commercial Growth
1. The Role of Business Development and Commercial Growth Logic 5 min read
2. Selecting Target Markets, Segments and Accounts 5 min read
3. Market and Account Research: Building Evidence 5 min read
4. Prioritizing Opportunities and Framing an Opportunity Thesis 5 min read
Business Intelligence Foundations and Data Modeling

From: Business Intelligence and Dashboards
1. What Is Business Intelligence? From Business Question to Traceable Decision 5 min read
2. Analytical Grain, Facts, Dimensions, and the Star Schema 5 min read
3. Data Quality and Fitness for Purpose Before Dashboarding 5 min read
4. Relationships, Aggregation, Filter Paths, and Avoiding Double Counting 5 min read
Entrepreneurial Opportunity, Problem and Customer

From: Entrepreneurship and Venture Creation
1. Entrepreneurial Thinking and Value Creation under Uncertainty 5 min read
2. Problem Framing, Customer Segments and Stakeholders 5 min read
3. Customer Discovery and Evidence-Seeking Interviews 5 min read
4. Hypotheses, Assumptions and Opportunity Screening 5 min read
Supply Chain Foundations, Flows and Strategy

From: Supply Chain Management
1. What Is a Supply Chain? Logistics and the Flows of Value 4 min read
2. Supply Chain Networks: Parties, Nodes, Links and Flows 4 min read
3. Service, Cost and Cash: Core Performance Trade-offs 4 min read
4. Process Thinking and SCOR: Mapping the Chain and Improvement Points 4 min read
Framing Problems and Decisions

From: Decision-Making and Problem-Solving
1. Decision Quality and the Difference Between Decision and Outcome 10 min read
2. Defining the Problem, Scope and Desired State 10 min read
3. Information Quality, Assumptions and Uncertainty 10 min read
4. From Symptoms to Causes: Causal Hypotheses and Verification 10 min read
Psychology as a Science: Concepts, Research and Ethics

From: Psychology and Human Behavior
1. What Is Psychology? From Historical Schools to Contemporary Questions 8 min read
2. From Impressions to Observation and Measurement 8 min read
3. Study Design: Correlation, Causation and Reading Data 9 min read
4. Reading Evidence, Generalization Limits and Research Ethics 9 min read
Economic Thinking and Choice

From: Economics and Markets
1. Scarcity, Trade-offs and Opportunity Cost 5 min read
2. Marginal Thinking, Incentives and Sunk Costs 5 min read
3. Production Possibilities, Efficiency and Comparative Advantage 5 min read
4. Economic Models, Data and Limits of Inference 5 min read
From Research Problem to Question and Literature Map

From: Research Methodology
1. Scientific Inquiry and Framing a Researchable Problem 4 min read
2. Research Questions, Objectives, Hypotheses and Variables 4 min read
3. Literature Searching, Source Appraisal and Synthesis 5 min read
4. Conceptual Framing and Aligning Question, Design and Plan 4 min read
Foundations of Lean Six Sigma and Operational Excellence

From: Lean Six Sigma and Operational Excellence
1. Lean, Six Sigma, Lean Six Sigma, and Operational Excellence 9 min read
2. Customer Value, Waste, and the Value Stream 9 min read
3. Flow, Pull, Process Time, and Bottlenecks 10 min read
4. Variation, Process Thinking, and Selecting Improvement Opportunities 10 min read
SEO, Search and Intent Foundations

From: SEO and Organic Growth
1. How Search Engines Work: Discovery, Crawling, Indexing and Serving Results 5 min read
2. Searcher Needs, Intent and Query Language 5 min read
3. Keyword and Topic Research and Page Mapping 5 min read
4. Search Essentials and Safe SEO Boundaries 5 min read
Project Management Foundations and Value Delivery

From: Project Management
1. Projects, Operations, Programs and Portfolios 6 min read
2. Value, Strategy and Governance 7 min read
3. Life Cycles and Delivery Approaches: Predictive, Agile and Hybrid 6 min read
4. Roles, Responsibilities, Ethics and Sustainability 6 min read

Specialist Preparation Programs

Task specification and prompt construction

From: Specialist Preparation Program in Generative AI and Prompt Engineering
1. From a vague request to a defined task 3 min read
2. Building a checkable prompt 3 min read

Consultant Preparation Programs

Role boundaries and professional contracting

From: Advanced Program in Family Guidance
1. From a request to an actionable scope 4 min read
2. Understandable consent and defined confidentiality 4 min read
3. A referral the family can use 4 min read

Professional Certification Preparation

PMP 2026: Exam Architecture and Reasoning

From: PMP Exam Preparation
1. PMP in 2026: Current Version, Eligibility, Format and Boundaries 7 min read
2. Professional and Ethical Mindset in Situational Questions 7 min read

Professional Mini-Master

AI Value Strategy and Use-case Portfolio

From: Professional Mini-Master in Enterprise AI Transformation Leadership
1. Define a measurable outcome 8 min read
2. Prioritize a portfolio after eligibility gates 8 min read
3. Build an investment case with staged commitments 8 min read