Product Education
List of skills and suggested courses & educational resources regarding Product Management. You will find the resources, deliverables and details about skills in the fourth column, called “details”.
| Area | Topic | Skills | Details | Hours | Cost (€) |
|---|---|---|---|---|---|
| Analytical & Planning | Growth | A/B testing, Multivariate Testing & Multi-armed Bandit Testing, • Hypothesis testing, including inferential statistics, significance level, type I and II errors, p-values, statistical significance and statistical power | A/B Testing | 3 | 60 |
| Analytical & Planning | Finance | Accounting, break-even analysis, CPV analysis, cost flows | Accounting | 9 | 93 |
| Analytical & Planning | Agile | agile project management, scrum, scrum ceremonies & artifacts, value driven delivery, roadmap, team scaling, coaching, influence | Agile | 25 | 45 |
| Analytical & Planning | Analytical thinking | Analytical thinking | Analytical Thinking | 35 | 60 |
| Analytical & Planning | Analytical thinking | Advanced analytical thinking | Analytical Thinking #2 | 30 | 45 |
| Analytical & Planning | Finance | Behavioural finance | Behavioral Finance | 9 | 93 |
| Analytical & Planning | Finance | Advanced behavioural finance | Behavioral Finance #2 | 30 | 60 |
| Analytical & Planning | Analytical thinking | Customer segmentation | Customer Segmentation | 10 | 0 |
| Analytical & Planning | SQL | SQL, PostgreSQL, GROUP BY statements, SQL to perform data analysis | Details | 9 | 80 |
| Analytical & Planning | Google Analytics | GA4 | GA4 | 8 | 0 |
| Analytical & Planning | Planning | GTM Strategy | GTM | 24 | 172 |
| Analytical & Planning | Planning | [JIRA] Managing Projects in Cloud | JIRA | 4 | 39 |
| Analytical & Planning | Planning | [JIRA] Managing Projects Cloud (certification) | JIRA #2 | 249 | |
| Analytical & Planning | Planning | [JIRA] Administrator | JIRA #3 | 160 | |
| Analytical & Planning | Machine Learning | Overfitting, gradient descent, supervised learning, vectorization, linear regression, numpy, polynomial regression, logistic regression, overfitting, gradien descent | Machine Learning | 32 | 45 |
| Analytical & Planning | Planning | OKRs planning | OKRs | 10 | 20 |
| Analytical & Planning | Planning | project initiation, cost-benefit analysis, SMART, OKRs, stakeholders management, RACI, project tracker | Planning | 19 | 45 |
| Analytical & Planning | Python (for data) | Python | Python | 25 | 45 |
| Analytical & Planning | Planning | Product roadmap | Roadmap | 10 | 20 |
| Analytical & Planning | SQL | SQL - SELECT, COUNT, DISTINCT, LIMIT, UPDATE, DELETE, SQL - CREATE TABLE, ALTER, TRANCATE, DROP, Intermediate SQL - sorting, grouping, sub-queries, neted selects, multiple tables, DB-API, databases access, SQL assignment | SQL | 16 | 45 |
| Analytical & Planning | Statistics | statistics intro, probability, sampling, confidence intervals, hypothesis testing, statistics in action | Statistics | 26 | 45 |
| Delivery | Web accessibility | International Standards, Web Accessibility, Web Accessibility Initiative, Cooperation, Rich Internet Application, Information Technology, Assistive Technology, Web Content Accessibility Guidelines, User Experience | Accessibility | 20 | 93 |
| Delivery | LLM | LLM development frameworks | AI Agents | 0 | |
| Delivery | API | API management fundamentals | API | 15 | 160 |
| Delivery | API | API design | API Design | ||
| Delivery | CI/CD | Software development lifecycle, devops foundations, continuous integration tools, | CI/CD | 5 | |
| Delivery | GenAI | GenAI fundamentals, LLM intro, responsible AI, attention mechanism, encoder-decoder architecture, BERT, transformer, GenAI studio, VertexAI, Prompt design with PaLM | GenAI | 12 | 0 |
| Delivery | Observability | monitoring, observability, grafana, prometheus, open telemetry, logging | Observability | 27 | 93 |
| Delivery | API | Postman API testing | Postman API | 5 | 70 |
| Delivery | Execution | decision making, data visualization, data ethics, user acceptance testing, quality management, measuring customer satisfaction, retrospectives, quality management, influencing, leadership, team management | Project Execution | 26 | 45 |
| Delivery | Python | data structures, comparison operators, functions, exceptions handling, decorators | Python #2 | 22 | 80 |
| Delivery | QA | Black-Box Test Techniques, Testlink,White-Box Test Techniques,API Testing using Postman, Basics of API Testing | Software Testing | 30 | 80 |
| Delivery | SQLNoSQLDatabases | SQL | SQL #2 | 16 | 45 |
| Delivery | SQLDatabases | Query Languages, Computer Science, Database Systems, Data Abstraction, Persistence, Relational Databases, Concurrency Controls, Database Design, Reliability, SQL (Programming Language), Authorization (Computing), Online Analytical Processing, Scalability | SQL #3 | 18 | 47 |
| Delivery | Specs writing | Story writing | Story Writing | 10 | 50 |
| Delivery | Web developement | Full Stack Development, Web Development, Application Development, Github, Project Files, Git (Version Control System), Cascading Style Sheets (CSS), Version Control, Front End (Software Engineering), Cloud Development, JavaScript (Programming Language), Gitlab, Bootstrap (Front-End Framework), HTML5, Back End (Software Engineering) | Web Development | 8 | 46 |
| Discovery | UnderstandingUX research | Continuous discovery, Design sprint | Design Sprint | 10 | 15 |
| Discovery | Design thinking | Design thinking, empathy, problem definition, solutions ideation | Design thinking | 28 | 240 |
| Discovery | UnderstandingUX research | Continuous discovery, Double diamond | Double Diamond | 10 | 15 |
| Discovery | UX processIdeation | Figma | Figma | 12 | 80 |
| Discovery | UX processIdeation | Gamification | Gamification | 20 | 40 |
| Discovery | Online Marketplace | Online marketplace, marketplace theory | Online Marketplace | 15 | 0 |
| Discovery | UnderstandingUX research | Opportunity canvas | Opportunity Canvas | 10 | 15 |
| Discovery | UnderstandingUX research | Continuous discovery, Opportunity solution tree | Opportunity Solution Tree | 10 | 15 |
| Discovery | Growth | AARRR metrics | Pirate Metrics | 15 | 30 |
| Discovery | Growth | Pricing | Pricing | 45 | 45 |
| Discovery | Growth | SEO | SEO | 10 | 0 |
| Discovery | UML | UML | UML | 17 | 120 |
| Discovery | UnderstandingUX research | Continuous discovery, User empathy map | User Empathy Map | 10 | 15 |
| Discovery | UX processUnderstanding | User research, usability testing, user interviews | User Interviews | 32 | 250 |
| Discovery | UnderstandingUX research | Continuous discovery, User journey mapping, | User Journey Mapping | 10 | 15 |
| Discovery | UX research | user research, qualitative user research, usability testing, semi structured qualitative interviews, contextual inquiry, user observations, | User Research | 32 | 250 |
| Discovery | UX processUnderstanding | User testing | User Testing | 42 | 300 |
| Discovery | UX processIdeation | UX · Copy | UX Copy | 20 | 50 |
| Discovery | UX research | UX research, usability testing, user interviews, user research, affinity diagrams, presentation | UX Research | 20 | 45 |
| Discovery | Wireframing | Wireframing & Lo-fi Prototypes | Wireframing | 17 | 45 |
| Managerial | Emotional intelligence | Active listening | Active Listening | 30 | 40 |
| Managerial | Emotional intelligence | Adaptability | Adaptability | 30 | 40 |
| Managerial | Emotional intelligence | Conflict management | Conflict Management | 50 | 182 |
| Managerial | Creative thinking | creative thinking, SCAMPER, TRIZ | Creative Thinking | 21 | 55 |
| Managerial | [EQ] Critical thinking | Critical thinking, Problem solving | Critical Thinking | 15 | 186 |
| Managerial | Emotional intelligence | Feedback (give/receive) | Feedback | 30 | 40 |
| Managerial | [EQ] People Management | People Management, Management, Communications, Leadership | Leadership | 18 | 14 |
| Managerial | Time management | Learning | Learning | 5 | 80 |
| Managerial | Influence | Make impact | Make Impact | 25 | 30 |
| Managerial | Influence | Mentoring | Mentoring | 50 | 40 |
| Managerial | Influence | Negotiation | Negotiation | 30 | 40 |
| Managerial | [EQ] People Management | People Management, Management, Communications, Leadership | People Management | 18 | 140 |
| Managerial | Strategical thinking | Product strategy | Product Strategy | 30 | 40 |
| Managerial | Emotional intelligence | Stakeholders management | Stakeholders Management | 25 | 30 |
| Managerial | Influence | Storytelling & Presentation | Storytelling | 40 | 60 |
| Managerial | Time management | Time management | Time Management | 2 | 65 |
| Managerial | Strategical thinking | UX strategy | UX Strategy | 28 | 250 |
| Onboarding | Self awareness | Product management fundamentals | Fundamentals | 30 | 40 |
| Onboarding | Self awareness | Product Shape | Product Shape | 2 | 0 |