Skills you can start building today
Every skill lists free learning resources from the organisation that owns the material. Nothing here requires you to be at university yet.
Communication
Explaining ideas clearly in writing and speech, and listening properly before responding.
2 learning resources • used in 22 career paths
Teamwork & collaboration
Working productively with people who have different skills, backgrounds and opinions.
1 learning resource • used in 11 career paths
Critical thinking & problem solving
Breaking a messy problem into parts, testing assumptions and choosing a defensible solution.
2 learning resources • used in 9 career paths
Time management & organisation
Planning work, meeting deadlines and keeping records of what you promised.
1 learning resource • used in 6 career paths
Presentation skills
Designing and delivering a short, clear talk with slides or visuals that support you.
1 learning resource • used in 9 career paths
Research & information literacy
Finding reliable sources, judging their quality and citing them properly.
1 learning resource • used in 10 career paths
Professional ethics & integrity
Understanding confidentiality, conflicts of interest and the code of conduct of your profession.
1 learning resource • used in 12 career paths
Adaptability & learning how to learn
Picking up new tools and methods quickly as your field changes.
1 learning resource • used in 7 career paths
Leadership & initiative
Taking responsibility for an outcome, coordinating others and making decisions under pressure.
1 learning resource • used in 8 career paths
Client & customer handling
Listening to what a client actually needs and managing expectations politely and firmly.
1 learning resource • used in 5 career paths
Empathy & patient/person-centred care
Recognising another person's situation and responding with respect, especially under stress.
1 learning resource • used in 6 career paths
Negotiation & persuasion
Reaching agreements where both sides can commit, and arguing a position with evidence.
1 learning resource • used in 6 career paths
Mathematics
Algebra, functions, calculus and the reasoning behind them.
2 learning resources • used in 12 career paths
Statistics & probability
Describing data, quantifying uncertainty and testing whether a result is real.
2 learning resources • used in 10 career paths
Scientific method & lab discipline
Designing controlled experiments, recording observations honestly and handling equipment safely.
1 learning resource • used in 9 career paths
Technical & report writing
Structuring reports, referencing sources and writing so a busy reader understands quickly.
1 learning resource • used in 8 career paths
Digital literacy
Confident use of a computer, cloud documents, email and online safety.
1 learning resource • used in 18 career paths
Programming fundamentals
Variables, loops, functions, files and debugging in one language.
2 learning resources • used in 2 career paths
Python
The default language for data work, automation, scripting and machine learning.
2 learning resources • used in 3 career paths
Web development (HTML, CSS, JavaScript)
Building websites and web apps that work on phones as well as laptops.
2 learning resources • used in 1 career path
Databases & SQL
Designing tables and querying data with SQL.
2 learning resources • used in 5 career paths
Data structures & algorithms
Choosing the right structure and analysing how fast your solution runs.
2 learning resources • used in 1 career path
Machine learning
Training models that learn patterns from data, and evaluating them honestly.
2 learning resources • used in 7 career paths
Deep learning
Neural networks for images, text and audio.
2 learning resources • used in 2 career paths
Generative AI & LLMs
Using and building on large language models, including prompting, retrieval and evaluation.
1 learning resource • used in 2 career paths
Computer vision
Getting machines to interpret images and video.
1 learning resource • used in 1 career path
Natural language processing
Working with human language: classification, extraction, translation.
1 learning resource • used in 2 career paths
Cybersecurity fundamentals
Protecting systems and data: access control, encryption basics, incident response.
2 learning resources • used in 3 career paths
Cloud computing
Deploying and running software on AWS, Azure or Google Cloud.
2 learning resources • used in 2 career paths
Version control with Git
Tracking changes, branching and collaborating through GitHub or GitLab.
2 learning resources • used in 2 career paths
Data analysis & visualisation
Cleaning data, finding the story in it and presenting it clearly.
2 learning resources • used in 16 career paths
Spreadsheets (Excel / Google Sheets)
Formulas, pivot tables, lookups and clean model layout.
2 learning resources • used in 20 career paths
Engineering mechanics
Forces, motion, stress and strain applied to real structures and machines.
1 learning resource • used in 1 career path
CAD & technical drawing
Producing accurate 2D drawings and 3D models to standards.
2 learning resources • used in 2 career paths
BIM (Revit / ArchiCAD)
Building information modelling for coordinated design documentation.
1 learning resource • used in 2 career paths
GIS & spatial analysis
Mapping and analysing location data.
1 learning resource • used in 5 career paths
Electronics & circuits
Reading circuit diagrams, measuring safely and building working circuits.
1 learning resource • used in 1 career path
Control systems & automation (PLC)
Automating industrial processes with sensors, controllers and logic.
1 learning resource • used in 1 career path
Project management
Scope, schedule, cost, risk and stakeholder management.
2 learning resources • used in 13 career paths
Health, safety & environment (HSE)
Hazard identification, risk assessment and safe working practice.
1 learning resource • used in 1 career path
Anatomy & physiology
How the human body is structured and how it works.
2 learning resources • used in 3 career paths
Clinical skills & patient assessment
History taking, examination, vital signs and safe procedures.
1 learning resource • used in 3 career paths
Pharmacology
How medicines act, interact and are dosed safely.
1 learning resource • used in 3 career paths
Infection prevention & control
Hand hygiene, sterilisation, PPE and outbreak precautions.
1 learning resource • used in 4 career paths
Epidemiology & biostatistics
Measuring disease in populations and interpreting studies.
1 learning resource • used in 4 career paths
Health data & informatics (DHIMS)
Recording, extracting and using routine health data.
1 learning resource • used in 4 career paths
Financial accounting
Double entry, trial balance and preparing financial statements.
2 learning resources • used in 3 career paths
Financial modelling & valuation
Building forecast models and valuing a business or project.
1 learning resource • used in 4 career paths
Economic analysis
Applying micro and macro reasoning to real policy and market questions.
1 learning resource • used in 2 career paths
Ghanaian taxation & compliance
Income tax, VAT, withholding tax and filing obligations under GRA rules.
1 learning resource • used in 5 career paths
Digital marketing
Search, social, content and paid campaigns, measured properly.
2 learning resources • used in 5 career paths
Market & consumer research
Designing surveys and interviews, then turning responses into decisions.
1 learning resource • used in 3 career paths
Entrepreneurship & business modelling
Testing an idea cheaply, pricing it and building a route to revenue.
1 learning resource • used in 8 career paths
Legal research & case analysis
Finding statutes and case law, then applying them to a set of facts.
1 learning resource • used in 1 career path
Legal drafting
Writing contracts, pleadings and opinions precisely.
1 learning resource • used in 1 career path
HR practice & labour law
Recruitment, performance management and the Labour Act, 2003 (Act 651).
1 learning resource • used in 3 career paths
Pedagogy & lesson planning
Planning lessons, differentiating for ability and assessing learning.
1 learning resource • used in 1 career path
Classroom management
Keeping a large class engaged, safe and on task.
1 learning resource • used in 1 career path
Reporting & interviewing
Sourcing, verifying and structuring a story under deadline.
1 learning resource • used in 1 career path
Media production (audio, video, editing)
Recording, editing and publishing clean audio and video.
1 learning resource • used in 4 career paths
Graphic & visual design
Layout, type and colour applied to a clear message.
1 learning resource • used in 4 career paths
Pattern making & garment construction
Drafting patterns, cutting and finishing to a professional standard.
1 learning resource • used in 1 career path
Hospitality operations
Front office, housekeeping, food and beverage service standards.
1 learning resource • used in 3 career paths
Food safety & HACCP
Hazard analysis and safe handling through the food chain.
1 learning resource • used in 3 career paths
Agronomy & crop production
Soils, seed, spacing, nutrition and pest management for real yields.
1 learning resource • used in 1 career path
Agribusiness & value chains
Costing, aggregation, storage, processing and getting produce to market.
1 learning resource • used in 1 career path
Environmental impact assessment
Screening, scoping and reporting the environmental effect of a project.
1 learning resource • used in 4 career paths
Psychological assessment & counselling skills
Structured interviewing, standardised tools and ethical reporting.
1 learning resource • used in 1 career path
Ghanaian regulators & licensure
Which body licenses your profession, and what it requires after graduation.
2 learning resources • used in 17 career paths
Ghana's financial sector rules
Bank of Ghana directives, SEC rules and how local institutions are supervised.
1 learning resource • used in 8 career paths
Ghana's health system
How GHS facilities, NHIS and referral levels fit together.
1 learning resource • used in 6 career paths
Ghana's education system & curriculum
The standards-based curriculum, GES structure and NTC licensing.
1 learning resource • used in 2 career paths
Ghanaian building & procurement standards
Building regulations, permitting and public procurement practice.
1 learning resource • used in 3 career paths
Ghana's mining & energy sector
Licensing, local content rules and the main operators.
1 learning resource • used in 2 career paths
TypeScript
Practical knowledge and repeatable methods for typescript.
1 learning resource
React component design
Practical knowledge and repeatable methods for react component design.
1 learning resource
React state management
Practical knowledge and repeatable methods for react state management.
1 learning resource
Web accessibility
Practical knowledge and repeatable methods for web accessibility.
1 learning resource
Semantic HTML
Practical knowledge and repeatable methods for semantic html.
1 learning resource
CSS layout
Practical knowledge and repeatable methods for css layout.
1 learning resource
Web performance optimisation
Practical knowledge and repeatable methods for web performance optimisation.
1 learning resource
HTTP fundamentals
Practical knowledge and repeatable methods for http fundamentals.
1 learning resource
REST API design
Practical knowledge and repeatable methods for rest api design.
1 learning resource
API authentication
Practical knowledge and repeatable methods for api authentication.
1 learning resource
PostgreSQL query planning
Practical knowledge and repeatable methods for postgresql query planning.
1 learning resource
PostgreSQL indexing
Practical knowledge and repeatable methods for postgresql indexing.
1 learning resource
Database normalisation
Practical knowledge and repeatable methods for database normalisation.
1 learning resource
Database schema migrations
Practical knowledge and repeatable methods for database schema migrations.
1 learning resource
Row-level security
Practical knowledge and repeatable methods for row-level security.
1 learning resource
Git branching and merging
Practical knowledge and repeatable methods for git branching and merging.
1 learning resource
Code review
Practical knowledge and repeatable methods for code review.
1 learning resource
Unit testing
Practical knowledge and repeatable methods for unit testing.
1 learning resource
End-to-end testing
Practical knowledge and repeatable methods for end-to-end testing.
1 learning resource
Continuous integration
Practical knowledge and repeatable methods for continuous integration.
1 learning resource
Containerisation with Docker
Practical knowledge and repeatable methods for containerisation with docker.
1 learning resource
Kubernetes fundamentals
Practical knowledge and repeatable methods for kubernetes fundamentals.
1 learning resource
Linux command line
Practical knowledge and repeatable methods for linux command line.
1 learning resource
Bash scripting
Practical knowledge and repeatable methods for bash scripting.
1 learning resource
Python testing
Practical knowledge and repeatable methods for python testing.
1 learning resource
Python type hints
Practical knowledge and repeatable methods for python type hints.
1 learning resource
SQL joins
Practical knowledge and repeatable methods for sql joins.
1 learning resource
Data cleaning
Practical knowledge and repeatable methods for data cleaning.
1 learning resource
Exploratory data analysis
Practical knowledge and repeatable methods for exploratory data analysis.
1 learning resource
Data visualisation
Practical knowledge and repeatable methods for data visualisation.
1 learning resource
Statistical inference
Practical knowledge and repeatable methods for statistical inference.
1 learning resource
Probability modelling
Practical knowledge and repeatable methods for probability modelling.
1 learning resource
Linear regression
Practical knowledge and repeatable methods for linear regression.
1 learning resource
Classification models
Practical knowledge and repeatable methods for classification models.
1 learning resource
Machine learning model validation
Practical knowledge and repeatable methods for machine learning model validation.
1 learning resource
Feature engineering
Practical knowledge and repeatable methods for feature engineering.
1 learning resource
Neural network training
Practical knowledge and repeatable methods for neural network training.
1 learning resource
Deep learning optimisation
Practical knowledge and repeatable methods for deep learning optimisation.
1 learning resource
Image classification
Practical knowledge and repeatable methods for image classification.
1 learning resource
Natural language processing
Practical knowledge and repeatable methods for natural language processing.
1 learning resource
Large language model evaluation
Practical knowledge and repeatable methods for large language model evaluation.
1 learning resource
Retrieval-augmented generation
Practical knowledge and repeatable methods for retrieval-augmented generation.
1 learning resource
Data privacy fundamentals
Practical knowledge and repeatable methods for data privacy fundamentals.
1 learning resource
Threat modelling
Practical knowledge and repeatable methods for threat modelling.
1 learning resource
Secure coding practices
Practical knowledge and repeatable methods for secure coding practices.
1 learning resource
Web application security
Practical knowledge and repeatable methods for web application security.
1 learning resource
Security incident response
Practical knowledge and repeatable methods for security incident response.
1 learning resource
Network protocol analysis
Practical knowledge and repeatable methods for network protocol analysis.
1 learning resource
Cloud identity and access management
Practical knowledge and repeatable methods for cloud identity and access management.
1 learning resource
Cloud cost management
Practical knowledge and repeatable methods for cloud cost management.
1 learning resource
Infrastructure as code
Practical knowledge and repeatable methods for infrastructure as code.
1 learning resource
Application observability
Practical knowledge and repeatable methods for application observability.
1 learning resource
Distributed systems fundamentals
Practical knowledge and repeatable methods for distributed systems fundamentals.
1 learning resource
System design
Practical knowledge and repeatable methods for system design.
1 learning resource
Requirements engineering
Practical knowledge and repeatable methods for requirements engineering.
1 learning resource
Product analytics
Practical knowledge and repeatable methods for product analytics.
1 learning resource
A/B testing
Practical knowledge and repeatable methods for a/b testing.
1 learning resource
User interviewing
Practical knowledge and repeatable methods for user interviewing.
1 learning resource
Usability testing
Practical knowledge and repeatable methods for usability testing.
1 learning resource
Service blueprinting
Practical knowledge and repeatable methods for service blueprinting.
1 learning resource
Data storytelling
Practical knowledge and repeatable methods for data storytelling.
1 learning resource
Project risk management
Practical knowledge and repeatable methods for project risk management.
1 learning resource
Cash-flow forecasting
Practical knowledge and repeatable methods for cash-flow forecasting.
1 learning resource
Market sizing
Practical knowledge and repeatable methods for market sizing.
1 learning resource
Customer discovery
Practical knowledge and repeatable methods for customer discovery.
1 learning resource
Negotiation planning
Practical knowledge and repeatable methods for negotiation planning.
1 learning resource
Grant proposal writing
Practical knowledge and repeatable methods for grant proposal writing.
1 learning resource
Monitoring and evaluation
Practical knowledge and repeatable methods for monitoring and evaluation.
1 learning resource
Research ethics
Practical knowledge and repeatable methods for research ethics.
1 learning resource
Survey design
Practical knowledge and repeatable methods for survey design.
1 learning resource
Qualitative data coding
Practical knowledge and repeatable methods for qualitative data coding.
1 learning resource
GIS spatial analysis
Practical knowledge and repeatable methods for gis spatial analysis.
1 learning resource
Remote sensing
Practical knowledge and repeatable methods for remote sensing.
1 learning resource
Climate risk assessment
Practical knowledge and repeatable methods for climate risk assessment.
1 learning resource
Environmental impact assessment
Practical knowledge and repeatable methods for environmental impact assessment.
1 learning resource
Food safety management
Practical knowledge and repeatable methods for food safety management.
1 learning resource
Occupational health and safety
Practical knowledge and repeatable methods for occupational health and safety.
1 learning resource
Supply chain forecasting
Practical knowledge and repeatable methods for supply chain forecasting.
1 learning resource
Inventory management
Practical knowledge and repeatable methods for inventory management.
1 learning resource
Procurement compliance
Practical knowledge and repeatable methods for procurement compliance.
1 learning resource
Digital marketing analytics
Practical knowledge and repeatable methods for digital marketing analytics.
1 learning resource
Search engine optimisation
Practical knowledge and repeatable methods for search engine optimisation.
1 learning resource
Email campaign measurement
Practical knowledge and repeatable methods for email campaign measurement.
1 learning resource
Brand positioning
Practical knowledge and repeatable methods for brand positioning.
1 learning resource
Content strategy
Practical knowledge and repeatable methods for content strategy.
1 learning resource
Translation quality review
Practical knowledge and repeatable methods for translation quality review.
1 learning resource
Accessibility auditing
Practical knowledge and repeatable methods for accessibility auditing.
1 learning resource
Inclusive design
Practical knowledge and repeatable methods for inclusive design.
1 learning resource
Curriculum mapping
Practical knowledge and repeatable methods for curriculum mapping.
1 learning resource
Learning outcome design
Practical knowledge and repeatable methods for learning outcome design.
1 learning resource
Academic source evaluation
Practical knowledge and repeatable methods for academic source evaluation.
1 learning resource
Citation management
Practical knowledge and repeatable methods for citation management.
1 learning resource
Career pathway research
Practical knowledge and repeatable methods for career pathway research.
1 learning resource
Scholarship eligibility review
Practical knowledge and repeatable methods for scholarship eligibility review.
1 learning resource
Institution source verification
Practical knowledge and repeatable methods for institution source verification.
1 learning resource
Programme catalogue maintenance
Practical knowledge and repeatable methods for programme catalogue maintenance.
1 learning resource
Image provenance review
Practical knowledge and repeatable methods for image provenance review.
1 learning resource
Mobile-first information architecture
Practical knowledge and repeatable methods for mobile-first information architecture.
1 learning resource
Low-bandwidth web design
Practical knowledge and repeatable methods for low-bandwidth web design.
1 learning resource
Responsive image delivery
Practical knowledge and repeatable methods for responsive image delivery.
1 learning resource
Search relevance testing
Practical knowledge and repeatable methods for search relevance testing.
1 learning resource
Data deduplication
Practical knowledge and repeatable methods for data deduplication.
1 learning resource
Data provenance
Practical knowledge and repeatable methods for data provenance.
1 learning resource
Data quality monitoring
Practical knowledge and repeatable methods for data quality monitoring.
1 learning resource
Database access control
Practical knowledge and repeatable methods for database access control.
1 learning resource
Deployment troubleshooting
Practical knowledge and repeatable methods for deployment troubleshooting.
1 learning resource
Build pipeline debugging
Practical knowledge and repeatable methods for build pipeline debugging.
1 learning resource
Mobile accessibility testing
Practical knowledge and repeatable methods for mobile accessibility testing.
1 learning resource
API rate-limit design
Practical knowledge and repeatable methods for api rate-limit design.
1 learning resource
Secrets management
Practical knowledge and repeatable methods for secrets management.
1 learning resource
Data migration validation
Practical knowledge and repeatable methods for data migration validation.
1 learning resource
Feature flag management
Practical knowledge and repeatable methods for feature flag management.
1 learning resource
Technical decision records
Practical knowledge and repeatable methods for technical decision records.
1 learning resource
Incident postmortems
Practical knowledge and repeatable methods for incident postmortems.
1 learning resource
Accessible content writing
Practical knowledge and repeatable methods for accessible content writing.
1 learning resource
Financial literacy education
Practical knowledge and repeatable methods for financial literacy education.
1 learning resource
Professional networking
Practical knowledge and repeatable methods for professional networking.
1 learning resource
Portfolio project documentation
Practical knowledge and repeatable methods for portfolio project documentation.
1 learning resource