AN

AI

Anthropic Academy: AI Fluency

Anthropic

AI literacy course focused on working effectively and responsibly with Claude and generative AI.

• AI fluency
• Prompting
• Critical evaluation
• Responsible AI

● Free + certificate Self-paced

View course →

AN

AI

Anthropic Academy: Claude Code

Anthropic

Developer learning path for using Claude Code in software-development workflows.

• Claude Code
• Codebase navigation
• Coding workflows
• Testing

● Free + certificate Self-paced

View course →

AN

AI

Anthropic Academy: Model Context Protocol

Anthropic

Learning path for the Model Context Protocol and AI-tool integrations.

• Model Context Protocol
• Tool integrations
• Clients and servers
• Context management

● Free + certificate Self-paced

View course →

HU

AI

CS50's Introduction to Artificial Intelligence with Python

Harvard University

Computer-science approach to modern artificial intelligence implemented in Python.

• Search algorithms
• Knowledge representation
• Uncertainty
• Optimization

● Free + certificate 7 weeks; self-paced

View course →

CI

AI

Cisco Networking Academy: AI and Data Science Courses

Cisco

Entry-level Cisco Networking Academy courses introducing AI, data and digital literacy for early-career learners.

• AI literacy
• Data concepts
• Digital skills
• Career exploration

◐ Certificate varies Varies by course

View course →

DA

AI

Databricks Academy: Generative AI Fundamentals

Databricks

Introduction to generative AI concepts from the data and AI platform company Databricks.

• Generative AI
• LLMs
• Use cases
• Responsible AI

● Free + certificate Approximately 1-2 hours

View course →

DA

AI

DeepLearning.AI Short Courses

DeepLearning.AI

Short, practical courses on current AI topics created with technology partners.

• Prompt engineering
• LLMs
• RAG
• Agents

○ No certificate Typically 1-6 hours per course

View course →

UH

AI

Elements of AI: Introduction to AI

University of Helsinki and MinnaLearn

University-developed introduction to artificial intelligence designed for non-technical learners.

• What AI is
• Problem solving
• Uncertainty
• Machine learning

● Free + certificate Approximately 30 hours; self-paced

View course →

GO

AI

Google Machine Learning Crash Course

Google

Google's practical introduction to core machine-learning concepts and workflows.

• Regression
• Classification
• Data
• Neural networks

○ No certificate Approximately 15 hours; self-paced

View course →

GC

AI

Google Skills: Generative AI Learning Paths

Google Cloud

Google Cloud learning paths on generative AI, machine learning, cloud and data.

• Generative AI
• Vertex AI
• Prompt design
• Responsible AI

◐ Certificate varies Varies by learning path

View course →

HU

AI

HubSpot Academy: AEO Fundamentals

HubSpot

Certification on Answer Engine Optimisation, AI-generated answers, structured content and measuring AI-search visibility.

• AEO
• AI search
• Structured data
• E-E-A-T

● Free + certificate Approximately 2 hours 20 minutes

View course →

HU

AI

HubSpot Academy: AI for Marketing, Sales, and Service Bootcamp

HubSpot

Applied programme on using HubSpot's AI tools across marketing, sales, service and revenue operations.

• AI fundamentals
• Breeze AI
• Marketing
• Sales

● Free + certificate Three-week bootcamp; self-paced and structured elements

View course →

HF

AI

Hugging Face Agents Course

Hugging Face

Course on the concepts, frameworks and implementation patterns behind AI agents.

• Agent fundamentals
• Tools
• Reasoning and planning
• Agent frameworks

● Free + certificate Self-paced

View course →

HF

AI

Hugging Face LLM Course

Hugging Face

Technical course on transformers, natural-language processing and large language models.

• Transformers
• Tokenizers
• Datasets
• Fine-tuning

○ No certificate Self-paced

View course →

IB

AI

IBM SkillsBuild: AI Fundamentals

IBM

Free introductory AI learning for students and job seekers, with selected shareable IBM credentials.

• AI concepts
• Machine learning
• Generative AI
• Ethics

◐ Certificate varies Self-paced

View course →

KG

AI

Kaggle Learn: Intro to Machine Learning

Kaggle / Google

Hands-on introduction to building and validating machine-learning models.

• Model building
• Validation
• Underfitting
• Overfitting

● Free + certificate Approximately 3 hours

View course →

MA

AI

MathWorks Deep Learning Onramp

MathWorks

Interactive introduction to deep-learning workflows and neural networks in MATLAB.

• Neural networks
• Image classification
• Training
• Validation

● Free + certificate Approximately 3 hours

View course →

MA

AI

MathWorks Machine Learning Onramp

MathWorks

Interactive introduction to supervised machine learning using MATLAB.

• Data preparation
• Classification
• Regression
• Model validation

● Free + certificate Approximately 3 hours

View course →

MI

AI

Microsoft Learn: AI Agents for Beginners

Microsoft

Introductory course explaining AI-agent concepts and practical implementation patterns.

• Agent concepts
• Tools
• Planning
• Memory

○ No certificate 10 lessons; self-paced

View course →

MI

AI

Microsoft Learn: AI for Beginners

Microsoft

Structured beginner curriculum covering neural networks, deep learning and hands-on AI work with TensorFlow and PyTorch.

• AI foundations
• Neural networks
• Deep learning
• TensorFlow

○ No certificate 12 weeks; self-paced

View course →

MI

AI

Microsoft Learn: Azure AI Fundamentals Learning Path

Microsoft

Foundational learning path for AI workloads and services in Microsoft Azure.

• AI workloads
• Machine learning
• Computer vision
• Natural language processing

◈ Certificate paid Approximately 8-12 hours

View course →

MI

AI

Microsoft Learn: Explore the Business Value of Generative AI Solutions

Microsoft

Learning path for business leaders on evaluating generative AI opportunities and linking them to measurable organisational value.

• AI value cases
• Decision-making
• Business outcomes
• Responsible AI

○ No certificate Self-paced

View course →

MI

AI

Microsoft Learn: Generative AI for Beginners

Microsoft

Hands-on curriculum for building generative-AI applications with Python and TypeScript.

• LLMs
• Prompt engineering
• Application architecture
• Python

○ No certificate 21 lessons; self-paced

View course →

MI

AI

Microsoft Learn: Machine Learning for Beginners

Microsoft

Hands-on introduction to classic machine-learning methods with Scikit-learn.

• Supervised learning
• Unsupervised learning
• Scikit-learn
• Model evaluation

○ No certificate 12 weeks; self-paced

View course →

MI

AI

Microsoft Learn: Microsoft Certified AI Business Professional Preparation

Microsoft

Free preparation resources for using generative AI productivity tools and Microsoft 365 applications to improve business outcomes.

• Generative AI
• Microsoft 365
• Business decisions
• Productivity

◐ Certificate varies Self-paced

View course →

MI

AI

Microsoft Learn: Transform Business Workflows with Generative AI

Microsoft

Business-oriented learning path on applying Microsoft 365 Copilot and generative AI to everyday workflows and decisions.

• Generative AI
• Microsoft 365 Copilot
• Productivity
• Decision-making

○ No certificate 6 modules; self-paced

View course →

OP

AI

OpenAI Academy: AI Foundations

OpenAI

Foundational AI literacy course for understanding and using AI responsibly in work and daily workflows.

• AI fundamentals
• Capabilities and limitations
• Responsible use
• Practical workplace use cases

● Free + certificate Self-paced

View course →

OP

AI

OpenAI Academy: Agents and Workflows

OpenAI

Course on AI agents and structured workflows for practical work tasks.

• Agent concepts
• Workflow orchestration
• Tools
• Task decomposition

● Free + certificate Self-paced

View course →

OP

AI

OpenAI Academy: Applied AI Foundations

OpenAI

Applied learning path for using AI in repeatable professional workflows.

• Applied prompting
• Workflow design
• Workplace use cases
• Output evaluation

● Free + certificate Self-paced

View course →

OU

AI

Oracle Agentic AI Foundations

Oracle University

Introduction to agentic AI concepts and their application in Oracle's ecosystem.

• Agentic AI concepts
• AI agents
• Workflows
• Enterprise use cases

● Free + certificate Approximately 5-10 hours

View course →

SU

AI

Stanford CS229: Machine Learning

Stanford University

Open materials from Stanford's graduate-level machine learning course.

• Supervised learning
• Unsupervised learning
• Learning theory
• Reinforcement learning

○ No certificate Self-paced; university-course workload

View course →

SU

AI

Stanford CS231n: Deep Learning for Computer Vision

Stanford University

Open materials for Stanford's deep-learning and visual-recognition course.

• Neural networks
• Convolutional neural networks
• Image classification
• Detection

○ No certificate Self-paced; university-course workload

View course →

FA

AI

fast.ai: Practical Deep Learning for Coders

fast.ai

Practical deep-learning course built around coding and real-world applications.

• PyTorch
• Computer vision
• NLP
• Tabular data

○ No certificate Approximately 8 lessons; self-paced

View course →

FR

AI

freeCodeCamp: Machine Learning with Python Certification

freeCodeCamp

Project-based machine-learning curriculum using Python and TensorFlow.

• TensorFlow
• Neural networks
• Classification
• NLP basics

● Free + certificate Self-paced; project-based

View course →

AL

BIZ

Alison: Business and Management Courses

Alison

Large catalogue of free online courses with certificates across business, technology, health and personal development.

• Business management
• Entrepreneurship
• Project management
• Finance

◐ Certificate varies Varies by course

View course →

AS

BIZ

Asana Academy

Asana

Learning resources for work management, project coordination and team productivity.

• Project planning
• Workflows
• Goals
• Team coordination

◐ Certificate varies Varies by course

View course →

AT

BIZ

Atlassian University: Agile Project Management

Atlassian

Free learning resources for agile ways of working, Jira, Confluence and collaborative project delivery.

• Agile
• Scrum
• Kanban
• Jira

◐ Certificate varies Varies by course

View course →

HF

BIZ

HP LIFE

HP Foundation

Free courses for entrepreneurship, business fundamentals and future-of-work skills.

• Business planning
• Finance basics
• Marketing
• Leadership

● Free + certificate Typically 1-4 hours per course

View course →

MI

BIZ

MIT OpenCourseWare: Introduction to Operations Management

Massachusetts Institute of Technology

MIT materials on operations, process analysis, capacity, inventory and operational decision-making.

• Process analysis
• Capacity
• Inventory
• Quality

○ No certificate Self-paced; university-course workload

View course →

IV

BIZ

NPTEL: Project Management

IITs via NPTEL/SWAYAM

Academic project-management course covering planning, scheduling, risk and control.

• Project selection
• Scope
• Scheduling
• PERT/CPM

◈ Certificate paid Typically 8-12 weeks

View course →

IV

BIZ

NPTEL: Supply Chain Management

IITs via NPTEL/SWAYAM

University course on planning and managing supply networks, inventory and logistics.

• Demand forecasting
• Inventory
• Logistics
• Procurement

◈ Certificate paid Typically 8-12 weeks

View course →

NO

BIZ

Notion Academy

Notion

Official Notion learning resources for personal productivity, documentation and team workspaces.

• Knowledge bases
• Databases
• Project management
• Documentation

● Free + certificate Self-paced

View course →

OU

BIZ

OpenLearn: Project Management and Business Courses

The Open University

Open University short courses in business, management, project work, employability and digital skills.

• Business
• Management
• Project management
• Leadership

◐ Certificate varies 2-20 hours per course

View course →

OR

BIZ

OpenStax: Introduction to Business

OpenStax / Rice University

Open business fundamentals resource for students studying management, marketing, operations and finance.

• Management
• Marketing
• Operations
• Accounting

○ No certificate Self-paced

View course →

PM

BIZ

PMI: KICKOFF - Project Management Basics

Project Management Institute

Short introductory course on the fundamentals of organising and delivering projects.

• Project lifecycle
• Scope
• Stakeholders
• Planning

● Free + certificate Approximately 45 minutes

View course →

SA

BIZ

Saylor Academy: Business Administration Courses

Saylor Academy

Self-paced business courses with free materials, final exams and completion certificates.

• Management
• Marketing
• Accounting
• Finance

● Free + certificate Self-paced; varies by course

View course →

SA

BIZ

Saylor Academy: Project Management Courses

Saylor Academy

Free project-management courses covering planning, execution, risk and delivery fundamentals.

• Project lifecycle
• Scope
• Scheduling
• Risk

● Free + certificate Self-paced

View course →

AW

CLD

AWS Educate

Amazon Web Services

AWS education initiative for students and educators with cloud foundations, services and career resources.

• Cloud foundations
• AWS services
• Security
• Machine learning

● Free + certificate Varies by pathway

View course →

AW

CLD

AWS Skill Builder

Amazon Web Services

Official AWS digital learning platform with a large catalogue of free cloud and AI courses.

• Cloud foundations
• Architecture
• Security
• Data

◈ Certificate paid Varies by course

View course →

AW

CLD

AWS Skill Builder: AWS Cloud Practitioner Essentials

Amazon Web Services

Foundational overview of AWS cloud concepts, services, security and pricing.

• Cloud concepts
• AWS services
• Security
• Architecture

◈ Certificate paid Approximately 6 hours

View course →

HU

CLD

CS50's Introduction to Cybersecurity

Harvard University

Introduction to cybersecurity for technical and non-technical learners.

• Accounts
• Authentication
• Passwords
• Data

● Free + certificate 5 weeks; self-paced

View course →

CI

CLD

Cisco Networking Academy: Introduction to Cybersecurity

Cisco

Introductory cybersecurity course for learners exploring digital security careers.

• Cyber threats
• Data protection
• Privacy
• Security careers

◐ Certificate varies Approximately 15 hours

View course →

CI

CLD

Cisco Networking Academy: Junior Cybersecurity Analyst Career Path

Cisco

Free early-career cybersecurity path covering threats, defence and analyst-oriented fundamentals.

• Threats
• Defence
• Security operations
• Incident response

◐ Certificate varies Self-paced; varies by path

View course →

CI

CLD

Cisco Networking Academy: Network Technician Career Path

Cisco

Entry-level networking curriculum covering core network concepts and preparation for the CCST Networking pathway.

• Networking basics
• IP addressing
• Devices
• Protocols

◐ Certificate varies Self-paced; varies by path

View course →

FO

CLD

Fortinet Training Institute: NSE Training

Fortinet

Cybersecurity training programme.

• Security fundamentals
• Network security
• Zero trust

◐ Certificate varies Varies

View course →

HA

CLD

HashiCorp Developer: Terraform Associate Tutorials

HashiCorp

Official tutorials for infrastructure as code using Terraform and cloud automation practices.

• Terraform
• Infrastructure as code
• Providers
• State

○ No certificate Self-paced

View course →

HA

CLD

HashiCorp: Terraform Tutorials

HashiCorp

Tutorials for Terraform and IaC.

• Terraform
• Infrastructure as code
• Providers

○ No certificate Self-paced

View course →

HU

CLD

HubSpot Academy: Data Integrations Certification

HubSpot

Consulting-relevant certification on scoping software integrations, understanding data requirements and recommending solutions.

• Discovery
• Data requirements
• Integration options
• APIs

● Free + certificate Approximately 2 hours

View course →

HU

CLD

HubSpot Academy: Super Admin Bootcamp

HubSpot

Practical bootcamp on CRM administration, permissions, records, customisation and workflow automation.

• CRM administration
• Permissions
• Records
• Customisation

● Free + certificate Three-week bootcamp

View course →

IB

CLD

IBM SkillsBuild

IBM

Free IBM learning platform for students, job seekers and professionals.

• AI
• Generative AI
• Data science
• Cloud

◐ Certificate varies 30 minutes to 50+ hours

View course →

IB

CLD

IBM SkillsBuild: Cloud Computing Fundamentals

IBM

Foundational cloud-computing learning plan designed for students and early-career learners.

• Cloud concepts
• Cloud services
• Security
• Virtualisation

● Free + certificate Self-paced

View course →

MI

CLD

Microsoft Learn

Microsoft

Official free learning platform for Microsoft products, cloud, security, data, Power Platform and AI.

• Azure
• Power Platform
• Microsoft 365
• Data

○ No certificate Varies by module and learning path

View course →

OU

CLD

Oracle Cloud Infrastructure Foundations

Oracle University

Foundation path for Oracle Cloud Infrastructure services and core cloud concepts.

• Cloud concepts
• Compute
• Storage
• Networking

● Free + certificate Approximately 10-20 hours

View course →

OR

CLD

Oracle Learning Explorer

Oracle

Oracle learning for Cloud, ERP, HCM.

• Oracle Cloud
• ERP
• HCM
• Databases

◐ Certificate varies Varies

View course →

OU

CLD

Oracle OCI Architect Associate

Oracle University

Architecture-focused OCI pathway covering secure, resilient and scalable cloud designs.

• OCI architecture
• Networking
• Compute
• Storage

● Free + certificate Approximately 20-40 hours

View course →

SA

CLD

SAP Learning: Former openSAP Courses

SAP

More than 100 former openSAP expert-led courses now available as free self-paced learning on SAP Learning.

• SAP S/4HANA
• SAP BTP
• Cloud
• Analytics

◐ Certificate varies Varies by course

View course →

SA

CLD

SAP Learning: SAP BTP Fundamentals

SAP

Official SAP learning journeys.

• SAP BTP
• ERP
• Analytics
• Integration

◈ Certificate paid Varies

View course →

SA

CLD

SAP Learning: SAP Business Technology Platform Fundamentals

SAP

Official learning journeys on SAP business technology, ERP, analytics and enterprise transformation.

• SAP BTP
• ERP
• Analytics
• Integration

◈ Certificate paid Varies by learning journey

View course →

SA

CLD

Salesforce Trailhead

Salesforce

Gamified learning ecosystem for Salesforce, CRM, automation, data and AI.

• CRM
• Sales Cloud
• Service Cloud
• Marketing

◈ Certificate paid Varies by module and trail

View course →

SE

CLD

ServiceNow University: Now Learning

ServiceNow

Official ServiceNow training for digital workflows, IT service management and platform development.

• IT service management
• Workflow automation
• Platform basics
• Customer service

◈ Certificate paid Varies by learning path

View course →

UI

CLD

UiPath Academy: Automation Developer Associate Learning Plan

UiPath

Technical learning plan for developing and deploying automation workflows in UiPath.

• UiPath Studio
• Selectors
• Control flow
• Data manipulation

● Free + certificate Self-paced

View course →

UI

CLD

UiPath Academy: Automation Explorer

UiPath

Entry-level path for understanding automation and building no-code or low-code automations.

• RPA
• Automation concepts
• UiPath platform
• Process discovery

● Free + certificate Varies by learning plan

View course →

FP

CSL

Forage Virtual Job Simulations

Forage and partner companies

Employer-designed virtual work experiences from consulting, finance, technology, law and consumer companies.

• Realistic work tasks
• Case-style analysis
• Presentations
• Career exploration

● Free + certificate 1-8 hours per simulation

View course →

FP

CSL

Forage: Consulting and Professional Services Job Simulations

Forage and partner companies

Employer-designed simulations that let students practise consulting, strategy, analytics and professional-services tasks.

• Problem solving
• Case analysis
• Data interpretation
• Client deliverables

● Free + certificate 1-8 hours per simulation

View course →

IL

CSL

International Labour Organization eCampus

International Labour Organization

Learning catalogue covering labour markets, future of work, social protection and employment policy.

• Labour economics
• Employment
• Future of work
• Social protection

◐ Certificate varies Varies by course

View course →

MC

CSL

McKinsey Forward Program

McKinsey & Company

Structured career-skills programme focused on problem solving, communication, adaptability, digital fluency and self-leadership.

• Problem solving
• Communication
• Adaptability
• Self-leadership

● Free + certificate 10 weeks

View course →

OU

CSL

OpenLearn

The Open University

Free courses from The Open University covering employability, business, technology, study skills and many other topics.

• Business
• Leadership
• Study skills
• Digital skills

◐ Certificate varies 2-20 hours per course

View course →

OU

CSL

OpenLearn: Working in Teams

The Open University

Badged course on team roles, collaboration and communicating teamwork experience for employability.

• Team roles
• Collaboration
• Reflection
• Communication

● Free + certificate Self-paced

View course →

YC

CSL

Y Combinator Startup School

Y Combinator

Startup education built by Y Combinator for aspiring founders and early-stage teams.

• Idea validation
• MVP
• Product-market fit
• Fundraising

○ No certificate Self-paced; programme cohorts vary

View course →

AL

DAT

Alteryx Academy: Data Literacy

Alteryx

Analytics learning for data preparation.

• Data preparation
• Analytics workflows

◐ Certificate varies Varies

View course →

AL

DAT

Alteryx Academy: Data Literacy and Designer Basics

Alteryx

Official analytics-learning resources on data preparation, analytics automation and Alteryx Designer.

• Data preparation
• Data blending
• Analytics workflows
• Automation

◐ Certificate varies Varies by course

View course →

CF

DAT

Corporate Finance Institute: Excel Fundamentals

Corporate Finance Institute

Practical Excel foundations for finance, business analysis and modelling work.

• Spreadsheets
• Formulas
• Functions
• Formatting

○ No certificate Self-paced

View course →

DA

DAT

Databricks Academy: Lakehouse Fundamentals

Databricks

Introduction to lakehouse architecture and modern data-platform concepts.

• Data lakehouses
• Data warehousing
• Data engineering
• Analytics

● Free + certificate Approximately 1-2 hours

View course →

GO

DAT

Google Skillshop: Google Analytics Certification

Google

Official Google Analytics training and assessment for measuring digital activity and marketing performance.

• GA4
• Measurement
• Events
• Reports

● Free + certificate Varies by learning path

View course →

IB

DAT

IBM Cognitive Class

IBM

IBM-supported catalogue of technology courses with practical data, AI and cloud content.

• Data science
• Python
• AI
• Cloud

◐ Certificate varies Varies by course

View course →

IB

DAT

IBM SkillsBuild: Data Analytics Fundamentals

IBM

Entry-level data-analytics learning covering the data lifecycle and practical business analysis.

• Data literacy
• Data collection
• Analysis
• Visualisation

◐ Certificate varies Self-paced

View course →

KG

DAT

Kaggle Learn: Python

Kaggle / Google

Hands-on introduction to Python for data-oriented work.

• Variables
• Functions
• Booleans
• Lists

● Free + certificate Approximately 5 hours

View course →

KG

DAT

Kaggle Learn: SQL

Kaggle / Google

Interactive SQL course for querying and analysing relational data.

• SELECT
• WHERE
• GROUP BY
• JOIN

● Free + certificate Approximately 4 hours

View course →

KA

DAT

Khan Academy: Statistics and Probability

Khan Academy

Free curriculum for probability, statistical inference and data interpretation.

• Descriptive statistics
• Probability
• Random variables
• Sampling

○ No certificate Self-paced

View course →

MI

DAT

MIT OpenCourseWare: Introduction to Probability and Statistics

Massachusetts Institute of Technology

MIT open course materials on probability, random variables, distributions, estimation and statistical inference.

• Probability
• Random variables
• Distributions
• Estimation

○ No certificate Self-paced; university-course workload

View course →

MR

DAT

Marginal Revolution University: Econometrics

Marginal Revolution University

Practical introduction to causal inference, regression and interpreting empirical economic research.

• Causation vs correlation
• Regression
• Randomised experiments
• Instrumental variables

● Free + certificate Self-paced

View course →

MA

DAT

MathWorks MATLAB Onramp

MathWorks

Interactive introductory course for MATLAB programming and numerical computing.

• MATLAB syntax
• Arrays
• Visualisation
• Scripts

● Free + certificate Approximately 2 hours

View course →

MI

DAT

Microsoft Learn: Data Science for Beginners

Microsoft

Beginner curriculum covering data preparation, analysis, visualisation, ethics and practical data-science use cases.

• Data science
• Data preparation
• Analysis
• Visualisation

○ No certificate 12 weeks; self-paced

View course →

MO

DAT

MongoDB University: MongoDB Basics

MongoDB

Official entry-level course for working with MongoDB and document databases.

• Document data model
• CRUD
• Queries
• Indexes

● Free + certificate Self-paced

View course →

ML

DAT

Power BI Learning Paths

Microsoft Learn

Official Microsoft Learn training for Power BI, data modelling, reporting and business intelligence.

• Power BI
• Data modelling
• DAX
• Power Query

◈ Certificate paid Varies by path

View course →

SN

DAT

Snowflake University: Snowflake Fundamentals

Snowflake

Official introduction to the Snowflake cloud data platform and modern data-cloud concepts.

• Cloud data platform
• Data warehousing
• SQL
• Data sharing

◈ Certificate paid Self-paced

View course →

TA

DAT

Tableau Learning: Data Literacy

Tableau

Resources for data literacy and Tableau.

• Data literacy
• Dashboards
• Visualization

◈ Certificate paid Varies

View course →

TA

DAT

Tableau Learning: Data Literacy and Tableau Fundamentals

Tableau

Official resources for data literacy, visual analytics and Tableau product skills.

• Data literacy
• Dashboards
• Data visualization
• Tableau basics

◈ Certificate paid Varies by learning path

View course →

FR

DAT

freeCodeCamp: Data Analysis with Python Certification

freeCodeCamp

Project-based data-analysis curriculum using Python's core analytics ecosystem.

• NumPy
• pandas
• Matplotlib
• Seaborn

● Free + certificate Self-paced; project-based

View course →

FR

DAT

freeCodeCamp: Relational Database Certification

freeCodeCamp

Project-based pathway for databases, SQL and development tooling.

• PostgreSQL
• SQL
• Bash
• Git

● Free + certificate Self-paced; project-based

View course →

FI

DSG

Figma Learn

Figma

Official learning materials for interface design, collaboration and design systems in Figma.

• Interface design
• Prototyping
• Design systems
• Collaboration

○ No certificate Self-paced

View course →

LV

DSG

Inside LVMH Certificate Program

LVMH

Introduction to the luxury sector through the LVMH ecosystem, its Maisons and expert-led learning.

• Luxury industry fundamentals
• Brand strategy
• Innovation
• Sustainability

● Free + certificate Approximately 30 hours

View course →

MI

DSG

Miro Academy

Miro

Learning resources for collaboration, workshops, product discovery and visual facilitation.

• Facilitation
• Brainstorming
• Workshops
• Agile ceremonies

◐ Certificate varies Varies by course

View course →

GO

MKT

Google Skillshop

Google

Official Google training and certification platform for advertising, analytics and business products.

• Google Ads Search
• Display
• Video
• Shopping

● Free + certificate Varies by product path

View course →

GO

MKT

Google Skillshop: Google Ads Certifications

Google

Official training and certifications for Google Ads search, display, video, shopping and measurement.

• Search advertising
• Display
• Video
• Shopping

● Free + certificate Varies by certification

View course →

HU

MKT

HubSpot Academy: Content Marketing Certification

HubSpot

Free certification on building and operating a content marketing strategy.

• Content strategy
• Storytelling
• SEO
• Content promotion

● Free + certificate Approximately 8 hours

View course →

HU

MKT

HubSpot Academy: Inbound Marketing Certification

HubSpot

Free marketing certification covering the inbound methodology and customer-centric growth.

• Inbound strategy
• Buyer journeys
• Content
• Lead generation

● Free + certificate Approximately 4-6 hours

View course →

ME

MKT

Meta Blueprint

Meta

Meta's official learning hub for Facebook, Instagram, WhatsApp and advertising tools.

• Media buying
• Media planning
• Creative strategy
• Meta ads

◈ Certificate paid Varies by module

View course →

SE

MKT

Semrush Academy

Semrush

Free digital marketing academy specialising in search, content, analytics and paid advertising.

• SEO
• Keyword research
• Content marketing
• Local SEO

● Free + certificate Varies by course

View course →

IM

ECN

IMF Online Learning

International Monetary Fund

Economics and public-finance learning resources from the International Monetary Fund.

• Macroeconomics
• Public finance
• Monetary policy
• Financial stability

◐ Certificate varies Varies by course

View course →

KA

ECN

Khan Academy: Economics

Khan Academy

Free foundational economics lessons with videos, exercises and progress tracking.

• Microeconomics
• Macroeconomics
• Finance
• Capital markets

○ No certificate Self-paced

View course →

MR

ECN

Marginal Revolution University: Development Economics

Marginal Revolution University

Course on the causes of economic development, poverty, institutions, health, education and global growth.

• Poverty
• Institutions
• Economic growth
• Health

● Free + certificate Self-paced

View course →

MR

ECN

Marginal Revolution University: International Trade

Marginal Revolution University

Introduction to comparative advantage, trade policy, globalisation and international markets.

• Comparative advantage
• Trade gains
• Tariffs
• Quotas

● Free + certificate Self-paced

View course →

MR

ECN

Marginal Revolution University: Principles of Economics - Macroeconomics

Marginal Revolution University

Introduction to macroeconomic growth, inflation, unemployment, monetary policy and international economics.

• GDP and growth
• Inflation
• Unemployment
• Monetary policy

● Free + certificate Self-paced

View course →

MR

ECN

Marginal Revolution University: Principles of Economics - Microeconomics

Marginal Revolution University

Foundational microeconomics course built around incentives, supply and demand, markets and real-world applications.

• Supply and demand
• Elasticity
• Costs
• Competition

● Free + certificate Self-paced

View course →

OE

ECN

OECD Learning Hub

OECD

Policy-focused learning resources on economic development, digital transformation, sustainability and governance.

• Economic policy
• Digital economy
• Education
• Sustainability

◐ Certificate varies Varies by resource

View course →

OR

ECN

OpenStax: Principles of Economics

OpenStax / Rice University

Open textbook and learning resources covering introductory macroeconomics and microeconomics.

• Microeconomics
• Macroeconomics
• International trade
• Markets

○ No certificate Self-paced

View course →

WB

ECN

World Bank Open Learning Campus

World Bank Group

World Bank learning hub with courses on development, public policy, economics, finance and data.

• Development economics
• Public policy
• Climate
• Finance

◐ Certificate varies Varies by course

View course →

AN

ENG

Ansys Innovation Courses

Ansys

Engineering simulation learning resources for structural, fluid, thermal and electromagnetic analysis.

• Finite element analysis
• CFD
• Structural mechanics
• Thermal analysis

◐ Certificate varies Varies by course

View course →

AU

ENG

Autodesk Design Academy

Autodesk

Free learning resources for design, engineering, architecture and making.

• CAD
• 3D design
• Engineering design process
• Architecture

○ No certificate Varies by course

View course →

AU

ENG

Autodesk Fusion Learning

Autodesk

Official learning resources for 3D CAD, modelling, simulation and manufacturing in Fusion.

• 3D modelling
• Sketching
• Assemblies
• Simulation

○ No certificate Self-paced

View course →

CI

ENG

Cisco Networking Academy: IT Support Career Path

Cisco

Free self-paced preparation path for entry-level IT-support knowledge and the Cisco CCST IT Support pathway.

• Hardware
• Operating systems
• Troubleshooting
• Networking

◐ Certificate varies Self-paced; varies by path

View course →

KA

ENG

Khan Academy: Differential Calculus

Khan Academy

Free calculus curriculum useful for engineering, economics and quantitative programmes.

• Limits
• Derivatives
• Applications of derivatives
• Optimisation

○ No certificate Self-paced

View course →

LF

ENG

Linux Foundation Training: Introduction to Linux

The Linux Foundation

Open learning resources for Linux fundamentals and open-source technology.

• Linux command line
• Filesystems
• Processes
• Permissions

○ No certificate Self-paced

View course →

LF

ENG

Linux Foundation: Introduction to Linux

The Linux Foundation

Open learning for Linux fundamentals.

• Linux command line
• Filesystems
• Shell

○ No certificate Self-paced

View course →

MI

ENG

MIT OpenCourseWare: Linear Algebra

Massachusetts Institute of Technology

Open MIT course materials for linear algebra, foundational to engineering, data science and economics.

• Vectors
• Matrices
• Linear systems
• Eigenvalues

○ No certificate Self-paced; university-course workload

View course →

MA

ENG

MathWorks Simulink Onramp

MathWorks

Interactive introduction to model-based design and dynamic-system simulation with Simulink.

• Block diagrams
• Simulation
• Dynamic systems
• Model-based design

● Free + certificate Approximately 2 hours

View course →

II

ENG

NPTEL and SWAYAM

IITs, IISc and Government of India

Large catalogue of rigorous courses from Indian Institutes of Technology and IISc across engineering, science, management and…

• Operations research
• Project management
• Supply chains
• Finance

◈ Certificate paid Typically 4-12 weeks

View course →

IV

ENG

NPTEL: Operations Research

IITs via NPTEL/SWAYAM

Engineering and management science course covering optimisation models and decision-making methods.

• Linear programming
• Integer programming
• Network models
• Queuing

◈ Certificate paid Typically 8-12 weeks

View course →

NI

ENG

National Instruments: LabVIEW Core Learning

NI

Learning resources on LabVIEW, test systems, measurement and engineering automation.

• LabVIEW
• Data acquisition
• Test automation
• Instrumentation

◐ Certificate varies Varies by course

View course →

SI

ENG

Siemens Xcelerator Academy

Siemens

Learning resources for industrial digitalisation, automation, simulation and engineering software.

• Digital twins
• Automation
• PLM
• Industrial IoT

◐ Certificate varies Varies by offering

View course →

BL

FIN

Bloomberg Finance Fundamentals

Bloomberg

Bloomberg education modules on financial markets and professional finance concepts.

• Market concepts
• Economics
• Fixed income
• Equities

◈ Certificate paid Self-paced

View course →

BL

FIN

Bloomberg Market Concepts

Bloomberg

Interactive introduction to financial markets using Bloomberg Terminal content.

• Economic indicators
• Currencies
• Fixed income
• Equities

◈ Certificate paid Approximately 8-12 hours

View course →

CI

FIN

CFA Institute: Investment Foundations Certificate

CFA Institute

Foundational finance curriculum covering the investment industry, ethics and financial markets.

• Investment industry
• Ethics
• Financial markets
• Investment instruments

◐ Certificate varies Approximately 35-50 hours

View course →

CF

FIN

Corporate Finance Institute: Accounting Fundamentals

Corporate Finance Institute

Finance-oriented introduction to accounting concepts and financial statements.

• Income statement
• Balance sheet
• Cash flow statement
• Accounting principles

○ No certificate Self-paced

View course →

MR

FIN

Marginal Revolution University: Personal Finance

Marginal Revolution University

Practical financial literacy course for saving, debt, investing, insurance and long-term decisions.

• Budgeting
• Saving
• Credit
• Debt

● Free + certificate Self-paced

View course →

OR

FIN

OpenStax: Principles of Finance

OpenStax / Rice University

Open educational resource covering core personal and corporate finance concepts.

• Time value of money
• Financial statements
• Risk and return
• Capital budgeting

○ No certificate Self-paced

View course →

UC

FIN

UN CC:e-Learn: Introduction to Sustainable Finance

UN CC:Learn / UNITAR

United Nations learning resource on sustainable finance, climate finance and ESG-related financial concepts.

• Sustainable finance
• Green bonds
• Climate finance
• ESG

◈ Certificate paid Self-paced

View course →

HU

DEV

CS50 Web Programming with Python and JavaScript

Harvard University

Project-based web programming course following CS50x.

• HTML/CSS
• Git
• Python
• Django

● Free + certificate 12 weeks; self-paced

View course →

HU

DEV

CS50's Introduction to Programming with Python

Harvard University

Practical introduction to programming using Python.

• Functions
• Conditionals
• Loops
• Exceptions

● Free + certificate 10 weeks; self-paced

View course →

CI

DEV

Cisco Networking Academy: Python Essentials 1

Cisco

Introduction to Python programming developed through Cisco Networking Academy.

• Python basics
• Variables
• Data types
• Control flow

◐ Certificate varies Approximately 30 hours

View course →

DO

DEV

Docker Training: Get Started

Docker

Official getting-started materials for containerisation with Docker.

• Containers
• Images
• Dockerfiles
• Docker Compose

○ No certificate Self-paced

View course →

GI

DEV

GitHub Skills

GitHub

Interactive, repository-based exercises for GitHub collaboration and software-development workflows.

• Git
• GitHub
• Pull requests
• Issues

○ No certificate Typically 30-90 minutes per exercise

View course →

GI

DEV

GitHub Skills: Introduction to GitHub Actions

GitHub

Interactive hands-on introduction to automated workflows and continuous integration with GitHub Actions.

• Workflow files
• Events
• Jobs
• Actions

○ No certificate Approximately 1 hour

View course →

HU

DEV

Harvard CS50x: Introduction to Computer Science

Harvard University

Flagship introduction to computer science designed for learners with or without previous programming experience.

• C
• Python
• SQL
• JavaScript

● Free + certificate 10-12 weeks; self-paced

View course →

MI

DEV

MIT OpenCourseWare: Introduction to Algorithms

Massachusetts Institute of Technology

Open MIT course materials on algorithm design and analysis.

• Sorting
• Graphs
• Dynamic programming
• Hashing

○ No certificate Self-paced; university-course workload

View course →

FR

DEV

freeCodeCamp: JavaScript Algorithms and Data Structures Certification

freeCodeCamp

Project-based JavaScript curriculum focused on programming fundamentals and algorithms.

• JavaScript
• ES6
• Regular expressions
• Debugging

● Free + certificate Self-paced; project-based

View course →

FR

DEV

freeCodeCamp: Responsive Web Design Certification

freeCodeCamp

Project-based web-development certification for responsive interfaces and accessibility.

• HTML
• CSS
• Accessibility
• Responsive design

● Free + certificate Self-paced; project-based

View course →

FR

DEV

freeCodeCamp: Scientific Computing with Python Certification

freeCodeCamp

Project-based Python programme for programming and computational foundations.

• Python
• Data structures
• Algorithms
• Object-oriented programming

● Free + certificate Self-paced; project-based

View course →

UC

SUS

UN CC:e-Learn: Introduction to Climate Change

UN CC:Learn / UNITAR

Foundational UN course on climate science, impacts, mitigation, adaptation and international responses.

• Climate science
• Impacts
• Mitigation
• Adaptation

◐ Certificate varies Approximately 12 hours

View course →

UC

SUS

UN CC:e-Learn: Reshaping Our Economies

UN CC:Learn, PAGE, UNDP, UNEP, ILO, UNIDO and UNITAR

United Nations course on building inclusive, green and resilient economies.

• Green economy
• Inclusion
• Economic resilience
• Policy options

● Free + certificate Approximately 4.5 hours

View course →

UC

SUS

UN CC:e-Learn: Reshaping Our Economies

UN CC:Learn, PAGE, UNDP, UNEP, ILO, UNIDO, UNITAR

UN course on inclusive green economies.

• Green economy
• Inclusion
• Sustainable development

● Free + certificate Approximately 4.5 hours

View course →

UC

SUS

UN CC:e-Learn: Reshaping Our Economies

UN CC:Learn and partner UN agencies

Course on inclusive, green and resilient economic transformation and policy options.

• Green economy
• Inclusion
• Resilience
• Policy

● Free + certificate Approximately 4.5 hours

View course →

UN

SUS

UNU Courses

United Nations University

UN courses on sustainability and climate.

• Sustainable development
• Climate
• Governance

◐ Certificate varies Varies

View course →

WH

SUS

WHO OpenWHO

World Health Organization

WHO's online learning platform for public health, emergency response, outbreaks and health systems.

• Public health
• Outbreaks
• Emergency response
• Health systems

◐ Certificate varies Varies by course

View course →

MI

UNI

MIT Open Learning

Massachusetts Institute of Technology

MIT's broader hub for online resources, including free learning materials and selected structured offerings.

• AI
• Machine learning
• Engineering
• Science

○ No certificate Varies by resource

View course →

MI

UNI

MIT OpenCourseWare

Massachusetts Institute of Technology

Open access to MIT course materials across science, engineering, economics, management and humanities.

• Lecture notes
• Videos
• Assignments
• Exams

○ No certificate Varies by course

View course →

SA

UNI

Saylor Academy

Saylor Academy

Nonprofit catalogue of self-paced courses across business, computer science, economics and general education.

• Business administration
• Project management
• Computer science
• Economics

● Free + certificate Varies by course

View course →

YU

UNI

Yale Open Courses

Yale University

Free Yale lecture series and course materials in humanities, social sciences and selected economics subjects.

• Video lectures
• Syllabi
• Readings
• Economics

○ No certificate Varies by course

View course →