This is an archive of contents.

Digital literacy

Title	Keyword	Provider	Structure	Duration	Note
Getting started with Google Workspace Specialization	9 courses	Quiz	💰💰
Microsoft 365 Fundamentals Specialization	3 courses	Quiz	💰

Lifelong learning

All courses are:

🌐 Fully online
📍 Beginner level
⏳ Self-paced
🎖️ Free certificate

Abbreviation

Short	Meaning

Contents

• Analytics
• Business
• Capital
• Design
• Environment
• Field
• Guidance
• Holistic
• Information
• Judgement
• Knowledge
• Leadership
• Management
• Networking
• Organization
• Programming
• Quality
• Research
• Sustainability
• Technology
• Usability
• Visualization
• Writing
• X
• Yield
• Zeroing

Analytics

Title	Keyword	Provider	Structure	Duration	Note
Data Analytics Essentials	Excel, SQL, Tableau, Preparation, Cleaning, Transforming, Statistics, Relational Databases, Structuring, Ethics, Bias	Cisco	10 modules	30 hours	**
Data Analysis with Python	Python, NumPy, Pandas, Matplotlib, Seaborn, Jupyter, CSV, SQL, Excel	freeCodeCamp	3 modules	300 hours	**
Geospatial Analysis	Python, GeoPandas, Coordinate Reference Systems, Interactive Maps, Geospatial Data Manipulation, Proximity Analysis	Kaggle	5 modules	4 hours	**
Data analysis: visualisations in Excel	Excel, Data Gathering, Graphical Techniques, Data Presentation	The Open University	3 modules	6 hours	**

No Certificate

Title	Keyword	Provider	Structure	Duration	Note
Data Analytics	Excel, Power BI, Tableau, Looker, SQL, Python	Springboard	8 modules	24 hours	**
Data Analysis with Python	Python, NumPy, Pandas, Matplotlib, SciPy, Machine Learning	University of Helsinki	7 modules	135 hours	**

Business

Title	Keyword	Provider	Structure	Duration	Note
Small Business Essentials	Business Choosing, Business Plan, Business Types, Organization, Financing, Accounting, Communication, Marketing, Selling, Ecommerce	Santa Clara University	10 modules	10-40 hours	Pass a quiz for each module with a score of 70% or higher
Introduction to Business Intelligence	BI, Data Analysis, Data Visualization, Business Leadership, Data Engineering	Corporate Finance Institute	10 modules	1 hours	**
Introduction to Sustainable Finance	Regulation, Self-regulation, Sustainable Finance Products, SDG, Climate Change	UN CC:Learn	4 modules	10 hours	Take and pass four quizzes with minimum 70%
Introduction to Green Economy	Inclusive Green Economy, Enabling Conditions, Key Sectors, Strategies, International Frameworks	UN CC:Learn	5 modules	10 hours	Each of the five modules features a quiz. A quiz is passed with a score of 70% or above
Fundamentals of accounting		The Open University	4 modules	8 hours	**
Introduction to business agility		The Open University	9 modules	2 hours	**
Commercial awareness		The Open University	8 modules	2 hours	**
Different types of business		The Open University	6 modules	3 hours	**
Accounting Fundamentals		Corporate Finance Institute	3 modules	hours	**

| Starting a Business | Business Choosing, Business Plan, Business Types, Financing, Organization, Licenses, Business Risk, Communication, Buying Business, Choosing Location, Accounting, Ecommerce, Marketing, Managing Employees, Expanding | Santa Clara University | 15 modules | 15-60 hours | Pass a quiz for each module with a score of 70% or higher | | Business Expansion | Financial Controls, Team, Customer Experience, Lowering Expense, Negotiating, Capital Allocation, Digital Marketing, Growth, Integration, Franchising, Global Expansion, Buying Businesses, Public Ownership, Selling, Family Succession | Santa Clara University | 15 modules | 15-60 hours | Pass a quiz for each module with a score of 70% or higher | | Biodiversity Finance | Biodiversity Finance, Policies, Biodiversity Expenditure, Biodiversity Financial Assessment, Biodiversity Finance Plan, Implementation | UNDP | 6 modules | 14 hours | ** | | Carbon Taxation | Carbon Taxes, Module 2: Carbon Tax Adoption, Key Design Decisions, Avoiding Unwanted Effects, Revenues Use | UN CC:Learn | 5 modules | 12 hours | Completing all five modules and passing the final quiz |

Capital

Title	Keyword	Provider	Structure	Duration	Note
Green Entrepreneurship	Green Business Idea, Positive Impact, Customer, Stakeholders, Green Business Model, Financing, Growth	UNDP	6 modules	18 hours	**
Startup School	Startup, Ideas, Founding, MVP, Launching, Growing, Financing, Company Building, Stories	Y Combinator	8 modules	7-14 hours	Active Founder or Aspiring Founder track is determined based on work situation
Starting Up	Startup, Ideas, MVP, Founding, Company Building, Financing, Growing	Aalto University	9 modules	50 hours	**
Quick Start Entrepreneur	Business Choosing, Business Types, Financing, Accounting, Organization, Licenses, Communication, Negotiating, Ecommerce, Marketing + Selling, Controlling, Ethical Decisions, Adapting, Storytelling, Microfinance	Santa Clara University	10 modules + 6 bonus modules	10-40 hours + 6-24 hours	Student must pass a quiz for each module with a score of 70% or higher
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
Design Bits	Sustainability, Collaboration, Innovation, Management	7 chapters	Exercises	💰
Technology Entrepreneurship	Entrepreneurship, R&D, Innovation, Product/market fit	5 weeks	Quiz	💰💰
Entrepreneurship for Engineers	MVP, Strategy, Finance, Business model	8 weeks	Quiz	💰💰
Entrepreneurship		4 courses	Quiz	✅
Introduction to Data Economy		4 modules	Quiz	❌
Introduction to API Economy		3 modules	Quiz	❌

Design

Title	Keyword	Provider	Structure	Duration	Note
Introduction to Data Science	Collection, Storage, AI, Machine Learning	Cisco	4 modules	6 hours	**
Data in Construction	Data Collection, Data Analysis, Machine Learning, AI, Data Sharing	Procore Technologies	5 modules	50 hours	**
Data Science for Ecologists and Environmental Scientists	R, Markdown, Shiny, Data Manipulation, Data Visualization, Quantitative Analysis, Geospatial Analysis, Bayesian Statistics, Version Control	Coding Club	3 modules	16 hours	**
Integrate Spatial Data	Spatial Data, Coordinate Systems, Spatial Data Analysis	Safe Software	3 modules	2 hours	**
Introduction to Big Data	Big Data, Big Data Types, Opportunities, Use Cases, Challenges	UN SDG:Learn	5 modules	2 hours	Success rate of 70% to pass the quiz
Pathway to Data Governance	Data Governance, Data Standards, Data Quality, Data Integrity, Data Analytics, Big Data, AI, Machine Learning	George Fox University	4 modules	45 hours	**
Data Cleaning	Python, Pandas, Numpy, Matplotlib, Seaborn, SciPy, MLxtend	Kaggle	5 modules	4 hours	**
Data and processes in computing	Data Storing, Data Processing, Data Formats	The Open University	5 modules	14 hours	**
Exploring data: Graphs and numerical summaries	Graphs, Charts, Plots, Numerical Summaries	The Open University	6 modules	20 hours	**
Using Spatial Data for Biodiversity	Spatial Data, Biodiversity Policies, UN Biodiversity Lab, Nature Conservation	UNDP	3 modules	4 hours	**
Relational Database	Bash, SQL, Git, PostgreSQL	freeCodeCamp	14 modules	hours	**
Intro to Artificial Intelligence	AI	8 hours	Exercises	✅

Environment

Title	Keyword	Provider	Structure	Duration	Note
Ecosystem Restoration	Ecosystem Restoration, Policies, Assessment, Cost-benefit Analysis, Strategic Planning, Restoration Interventions, Monitoring, Capacity-building	UNDP	8 modules	24-40 hours	**
Protected Areas and Sustainable Development	Protected Areas, Ecosystem Services, Food Security, Water Security, Disaster Risk Reduction, Health, Climate Change, Livelihoods, Poverty Reduction	UNDP	7 modules	4 hours	**
Fundamentals on REDD+	Climate Change, Forest Role, Deforestation, Forest Degradation, Policies, Strategies, Action Plans	UNDP	6 modules	12 hours	**
Advancing on REDD+	Forest Monitoring Systems, Forest Reference Emission, Safeguards, Incentives Allocation, Stakeholder Engagement, Good Governance	UNDP	6 modules	12 hours	**
Introductory on Climate Change	Climate Change Science, International Policy Framework, Climate Change Adaptation, Climate Change Mitigation, Climate Change Finance, Planning for Climate Change	UN CC:Learn	6 modules	12 hours	All 6 modules completed with above 70% of passing scores individually
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
Climate	Impact, Mitigation, Adaption	8 chapters	Exercises	❌
Biodiversity	Crisis, Threat, Consequence, Conservation	6 chapters	Exercises	❌
Living with changing climate	Climate Change, Weather, Scenario	5 modules	Exercises	❌
Carbon Capture and Storage	GHG, Climate Change	5 weeks	Quiz	💰
Environmental SDG Indicators	SDG	10 modules	Quiz	✅
Environmental Impact Assessment	EIA	2 modules	Quiz	❌
Climate Change: From Learning to Action		6 modules	Quiz	✅

Field

Title	Keyword	Provider	Structure	Duration	Note

Guidance

Title	Keyword	Provider	Structure	Duration	Note
Indicators for an inclusive green economy		UN CC:Learn	4 modules	3 hours	The quiz can be taken at any time and attempted up to three times. Learners need to pass the quiz with a score of at least 70%
Green Industrial Policy		UN CC:Learn	5 modules	30 hours	Passing the final quiz
Introduction to Sustainable Finance Taxonomies	Sustainable Finance Taxonomies, EU Taxonomy, China Taxonomy, Taxonomy Development Principles	UN CC:Learn	4 modules	3.5-4 hours	Pass the quiz at the end of every module with a minimum of 70%
Basics of EU data economy regulation – fair rules for online platforms		eOppiva	5 modules	1.5 hours	**
AI & EU Law: definition and developments		eOppiva	2 modules	1 hours	**
Fair rules for data sharing		eOppiva	5 modules	1.5 hours	**
Data Interoperability – Significance and Facilitators		eOppiva	6 modules	1 hours	**
Data Quality – Significance and Description of Quality		eOppiva	6 modules	1.5 hours	**
Data Sharing – Benefits and Operating Methods Related to Public Data Sharing		eOppiva	5 modules	1 hours	**
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
Open Source Technical Documentation Essentials	Documentation, API	3-4 hours	Quiz	✅
Creating Effective Documentation for Developers	Documentation, API	3-4 hours	Quiz	✅

Holistic

Title	Keyword	Provider	Structure	Duration	Note
Nature-based Infrastructure for Climate Adaption and Sustainable Development	Nature-based Infrastructure, Infrastructure Planning, Systems Thinking, System Dynamics Models, Climate Data, Spatial Modelling, Financing	Nature-Based Infrastructure Global Resource Centre	5 modules	20 hours	**
Nature-based Solutions for Sustainable Development	Nature-based Solutions, Water, Climate Change	UNDP	4 modules	4 hours	**
An Introduction to Behavior-Centered Design	Behavioral Challenge, Behavioral Insights, Behavioral Solution, Behavior Change	UNDP	10 modules	4 hours	**
Integrated Spatial Planning	Spatial Planning, Spatial Data, Decision-making, Nature, Climate, Sustainable Development, Communication, Nature-based Action	UNDP	5 modules	15-25 hours	**
An Introduction to Nature, Business and Finance	Nature-related Economics, Nature-related Finance, Nature-related Risks	UNDP	3 modules	3-6 hours	**
Green Infrastructure for Coastal Cities	Green Infrastructure, Green Infrastructure Planning, Green Infrastructure Project, Ecological Economy, Circular Economy	UNDP	4 modules	12-16 hours	**
Understanding Resilience Thinking	Resilience Thinking, Resilience Assessments, Assessment Frameworks, Conservation Actions	UNDP	6 modules	3 hours	**
Applying Resilience Thinking to National Biodiversity Plans	Biodiversity Plans, Resilience Thinking, Policymaking, Planning, Implementation	UNDP	5 modules	3 hours	**
Systems thinking and practice		The Open University	5 modules	8 hours	**

Course	Keyword	Duration	Assessment	Certificate
Built for Health One	Health, Wellness	7 modules	Exercises	❌
Built for Health Two	Health, Wellness	5 modules	Exercises	❌
Regenerative Livelihoods by Design	Regenerative Design	3 modules	Exercises	❌
Conversations on Resilience	Regenerative Design	7 sessions	Exercises	❌
Nature Based Metropolitan Solutions	NbS	6 modules	Exercises	❌

Information

Title	Keyword	Provider	Structure	Duration	Note
LCA Beginner	LCA, LCA Framework, Goal and Scope, Life Cycle Inventory, Impact Assessment, LCA Interpretation	Ecochain	7 modules	3-4 hours	**
Building LCA for architects	Building Sustainability, Architecture Sustainability, LCA, EPD Data, Environmental Impacts	One Click LCA	5 modules	hours	**
Infrastructure LCA	Infrastructure Sustainability, LCA, EPD Data, Infrastructure Projects Types	One Click LCA	5 modules	3.5 hours	**
How to conduct building sustainability assessments	Embodied Carbon, Relevant Standards, Sustainability Assessments, LCA, LCC, Circular Economy	One Click LCA	2 modules	3 hours	**
CNCA x One Click LCA: Training Course for City Officers	Climate Crisis, Embodied Carbon Reduction, City Policy Framework	One Click LCA	4 modules	4.5 hours	**
One Click LCA for Rhino and Grasshopper	Rhino/Grasshopper Integration, Parametric LCA	One Click LCA	3 modules	hours	**
Whole life carbon – How an assessment is conducted?	Whole LCA, Assessment Practise, Reporting Assessment, Assessment Quality	eOppiva	5 modules	1.5 hours	**

Course	Keyword	Duration	Assessment	Certificate
Agricultural Greenhouse Gas National Inventory	GHG	3 parts	Exercise	✅
Introduction to Carbon Accounting		4 modules	Quiz	❓
Carbon Accounting Essentials		6 chapter	Quiz	❓
Introduction to Carbon Accounting		8 chapter	Quiz	❓
Greenhouse Gas Accounting		4 chapter	Quiz	❓

Judgement

Title	Keyword	Provider	Structure	Duration	Note

Knowledge

Title	Keyword	Provider	Structure	Duration	Note

Leadership

Title	Keyword	Provider	Structure	Duration	Note
Communicating the Value of Biodiversity	Build Awareness, Biodiversity Issues, Biodiversity Conservation, Biodiversity Communication Plan	UNDP	5 modules	3 hours	**
Sustainable Decision-Making in Development Corridors	Development Corridors, Sustainability Standards, Impact Assessments	UNDP	3 modules	3 hours	**
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
ClimateComms		2 ECTS	Exercises	❌
Leadership for sustainable change		5 ECTS	Exercises	❌
Introduction to Resource Efficiency and Circular Production for SMEs		4 modules	Quiz	✅
Becoming a Climate Resilient SME		4 modules	Quiz	✅
Communication skills for engineering scholars		5 weeks	Quiz	✅
Digital Creativity for developing Digital Maturity future skills		5 weeks	Quiz	✅
Creative and Design Thinking: process and tools for innovation		6 weeks	Quiz	✅

Management

Title	Keyword	Provider	Structure	Duration	Note
Effective communication in the workplace		The Open University	8 modules	24 hours	**
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
Managing Innovation		7 modules	Quiz	✅
Managing Changes		5 weeks	Quiz	✅
Managing Conflicts		5 weeks	Quiz	✅
Management Engineering		9 courses	Quiz	✅
Introduction to Project Cycle Management		4 modules	Quiz	✅
Pathway to Project Management		4 modules	Quiz	❓

Networking

Title	Keyword	Provider	Structure	Duration	Note
How teams work		The Open University	6 modules	10 hours	**
Working in diverse teams		The Open University	8 modules	24 hours	**
Working in groups and teams		The Open University	8 modules	8 hours	**
Developing high trust work relationships		The Open University	7 modules	2 hours	**
Difference and challenge in teams		The Open University	6 modules	2 hours	**
Working in Multidisciplinary Teams		Politecnico di Milano	4 modules	8 hours	**
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
Social and Behaviour Change (SBC) Theory and Practice		4 modules	Quiz	❌

Organization

Title	Keyword	Provider	Structure	Duration	Note
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
Pathway to Organizational Leadership		4 modules	Quiz	❓
PMI Kickoff		1 PDU	Quiz	✅
Basics of Disciplined Agile		1 hours	Quiz	✅
The Basics of Scrum		1 hours	Quiz	✅
Business Continuity		4.5 hours	Quiz	✅
PMI Citizen Developer™ Business Architect: CDBA Introduction		1 hours	Quiz	✅
Taming Bias: Using Wicked Problem Solving to Make Better Decisions and Align Teams		1 hours	Quiz	✅
Generative AI Overview for Project Managers		5 hours	Quiz	✅
PMI® Authorized On-demand PMP® Exam Prep		1 hours	Quiz	✅
OKR Foundation		2 hours	Quiz	✅

Programming

Title	Keyword	Provider	Structure	Duration	Note
Python Essentials - Part 1		OpenEDG	4 modules	42 hours	**
Python Essentials - Part 2		OpenEDG	4 modules	58hours	**
Advanced Perspective of Classes and Object-Oriented Programming in Python		OpenEDG	5 modules	42 hours	**
Best Practices and Standardization		OpenEDG	5 modules	10 hours	**
Introduction to GUI Programming in Python (TkInter)		OpenEDG	2 modules	21 hours	**
Working with RESTful APIs		OpenEDG	7 modules	21 hours	**
Processing different kinds of text files		OpenEDG	5 modules	21 hours	**
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
Python Programming		10 ECTS	Exercises	❌
Geo-Python		5 ECTS	Exercises	❌
Back End Development and APIs		4 chapters	Quiz	✅
Foundational C# with Microsoft		6 chapters	Quiz	✅
Grasshopper Essentials		5 modules	Exercise	✅
Intro to SQL		6 lessons	Exercise	✅
Introduction to LaTeX		9 lessons	Exercise	✅
Introduction to Remote Sensing		4 lessons	Exercise	✅
Digital Image Processing with OpenCV in Python		6 lessons	Exercise	✅
Coordinate Reference Systems, Projections, and Spatial Data Representation		3 lessons	Exercise	✅
Full Stack Web Development	HTML, CSS, JavaScript, React, GraphQL, TypeScript	14 parts	Exercises	✅
Intro to Git & GitHub	Git, GitHub	4 hours	Exercises	✅
Scrape the web with Python	Python	4 hours	Exercises	✅
Intro to Docker	Docker	4 hours	Exercises	✅
Intro to No-code		4 hours	Exercises	✅
Intro to SQL	SQL	8 hours	Exercises	✅
Launch your side project with Javascript	JavaScript	8 hours	Exercises	✅

Quality

Title	Keyword	Provider	Structure	Duration	Note
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
Quality Assurance		3 parts	Exercise	✅
Quality Management		9 modules	Exercise	✅

Research

Title	Keyword	Provider	Structure	Duration	Note
Sustainable Consumption and Production	Conservation, Development Planning, Management Processes, Green Consumption, Sustainable Consumption, Sustainable Production, Policy Framework, Production Sectors, Supply Chain, Biodiversity, Limit Resources, Pollution Reduction, Waste Reduction	UNDP	5 modules	3 hours	**
Sustainable Commodity Supply Chains	Commodity Production, Supply Chain, Biodiversity Destruction, Social-economic Impacts, Ecological Consequences	UNDP	5 modules	3 hours	**
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
Cement Chemistry and Sustainable Cementitious Materials		6 weeks	Quiz	💳 €231
Sorption and transport in cementitious materials		6 weeks	Quiz	💳 €157
Nanomaterials for Civil and Environmental Applications		5 weeks	Quiz	❌
Building Materials and Human Health		3 modules	Quiz	💳
Material Chemistry and Sustainable Building		3 modules	Quiz	💳
Wood Science		4 modules	Quiz	💳
Learn the basics of 3D concrete printing		6 hours	Quiz	✅
REthink, REvive, REuse		5 weeks	Quiz	✅
Sustainable Management in the Extractive Industry		6 weeks	Quiz	✅

Sustainability

Title	Keyword	Provider	Structure	Duration	Note
			modules	hours	**

SDG, SBTi, ESG

Course	Keyword	Duration	Assessment	Certificate
Sustainable Development Goals		6 weeks	Quiz	✅
Circular business models fostering sustainable production and consumption		4 weeks	Quiz	✅
Energy management for real estate - Fundamentals, methods and digital tools		4 weeks	Quiz	✅
Deep renovation for energy efficient residential buildings		6 weeks	Quiz	✅
The strange paradox of the world energy question		4 weeks	Quiz	✅
Circular economy in construction		4 modules	Quiz	✅
Digital4Sustainability		4 weeks	Quiz	✅
Sustainable Earth	Reporting, GHG, GRI, CDP, ESG	10 courses	Quiz	✅
Sustainable Urban Water Systems		3 weeks	Quiz	✅
Introduction to ESG		7 modules	Quiz	✅

Course	Keyword	Duration	Assessment	Certificate
Introduction to Sustainability		3 ECTS	Exercises	💳 €45
Circular		3-5 ECTS	Exercises	❌
Solutions		5 ECTS	Exercises	❌
SystemsChange		3-5 ECTS	Exercises	❌
Managing Resources for a Sustainable Future		7 weeks	Quiz	💳 €138
Circular Economy for a Sustainable Built Environment		6 weeks	Quiz	💳 €46
Sustainable Building with Timber		7 weeks	Quiz	💳 €129
A Circular Economy of Metals		7 modules	Quiz	💳
Sustainable Construction in a Circular Economy		3 modules	Quiz	💳
Sustainability in practice		4 weeks	Quiz	💳 €69
Sustainable Construction and Development		5 weeks	Quiz	💳
Smart Urban Green Infrastructure		5 weeks	Quiz	💳
The SDG Primer		3.5 hours	Quiz	❌
Navigating Sustainability Frameworks and Standards		3 modules	Quiz	❌
Sustainability		16 courses	Quiz	✅

Technology

Title	Keyword	Provider	Structure	Duration	Note
Elements of AI	AI, AI Problem Solving, Real World AI, Machine Learning, Neural Networks, Implications, Uncertainies	University of Helsinki	11 modules	90-110 hours	**
AI Fundamentals	AI, Natural Language Processing, Computer Vision, Machine Learning, Deep Learning, AI Models, AI Ethics	IBM	4 modules	10 hours	**
Intro to Machine Learning	Python, Pandas, scikit-learn, Machine Learning, Data Exploration, Model Validation, Fine-tuning	Kaggle	7 modules	3 hours	**
Intro to Deep Learning	Python, Pandas, TensorFlow, Machine Learning, Neural Networks, Fine-tuning, Normalization, Classification	Kaggle	6 modules	4 hours	**
Computer Vision	Python, TensorFlow, Machine Learning, Neural Networks, Convolution, Pooling, Data Augmentation	Kaggle	6 modules	4 hours	**
Time Series	Python, Pandas, scikit-learn, Machine Learning, Trend, Seasonality, Forecasting	Kaggle	6 modules	5 hours	**
Intro to AI Ethics	AI, Ethics, Human-Centered Design, Identifying Bias, Fairness, Model Cards	Kaggle	5 modules	4 hours	**
Artificial Intelligence: An Overview	AI History, AI Today, AI Research Areas, AI National Strategies, Italian-European Players	Politecnico di Milano	5 modules	10 hours	**
Machine Learning	Supervised Learning, Unsupervised Learning, Reinforcement Learning	Politecnico di Milano	3 modules	8 hours	**
Technologies and platforms for Artificial Intelligence	IT and AI, AI on Cloud, Embedded and Edge AI, Challenges and Opportunities	Politecnico di Milano	4 modules	8 hours	**
Artificial Intelligence and legal issues	AI, Law and Legal Issues, Liability, Intellectual Property, Fundamental Rights Risks	Politecnico di Milano	4 modules	8 hours	**
Ethics of Artificial Intelligence	Ethics and Responsibility, Case-studies, Ethical Frameworks, Issues and Challenges, Governance and Policies	Politecnico di Milano	4 modules	8 hours	**
Machine Learning with Python	Python, TensorFlow, Neural Networks, Natural Language Process	freeCodeCamp	3 modules	300 hours	**
			modules	hours	**

BIM, CAD, FEA, GIS, IFC

Course	Keyword	Duration	Assessment	Certificate
The Fundamental of Grasshopper3D		70 minutes	Quiz	❌
Essential Mathematics for Computational Design		120 minutes	Quiz	❌
GhPython Introduction		170 minutes	Quiz	❌
Rhino 6 and 7 Introduction		4.5 hours	Quiz	✅
Introduction to Rhino 8		3 hours	Quiz	✅
Grasshopper and SOFiSTiK Workflow		190 minutes	Exercises	❌
Automating GIS Processes		5 ECTS	Exercises	❌
3D Modeling in Rhinoceros with Python/Rhinoscript		5 modules	Quiz	💳
Fundamentals of Building Information Modeling		5 weeks	Quiz	❌
BIM for Construction		6 weeks	Quiz	❌
Computer Applications of Artificial Intelligence and e-Construction		5 weeks	Quiz	❌
Introduction to the Internet of Things		5 ECTS	Exercises	❌
GIS Applications Across Industries		4 modules	Quiz	💳
Transform AEC Projects with GIS and BIM		4 weeks	Exercises	❌
GIS for Climate Action		6 weeks	Exercise	❌
Tekla Open API Fundamentals		7 hours	Quiz	✅
Introduction to Physical Computing		2 weeks	Quiz	✅
Introduction to Virtual, Augmented and Mixed Reality	VR, AR, MR	2 weeks	Quiz	✅
Digital Revolution	Computing, Software, Connectivity, Big Data	6 chapter	Exercises	✅
Emerging Technologies	IoT, Robotics, Automation, VR, AR, MR, XR	5 chapter	Exercises	✅
Cybersecurity	Privacy, Communication, Network, Hardware	5 chapter	Exercises	✅
Industry 4.0		6 modules	Exercises	✅
Cybersecurity	UX, UI	17 units	Quiz	❓

Usability

Title	Keyword	Provider	Structure	Duration	Note
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
Service Design Sprint		5 chapters	Exercises	✅
UX Design	UX, UI	17 units	Quiz	❓
Introduction to Graphic Design: Basics of UI/UX		2 lessons	Exercises	✅
Website UI/UX Designing using ChatGPT: Become a UI UX designer		3 lessons	Exercises	✅
Intro to UI/UX design	Python	4 hours	Exercises	✅

Visualization

Title	Keyword	Provider	Structure	Duration	Note
Data Visualization	Python, Seaborn	Kaggle	6 modules	4 hours	**
Visualisation: visual representations of data and information	Spreadsheet, Charts, Hierarchical Data, Geographical Data, Multi-dimensional Data	The Open University	9 modules	8 hours	**
Data Visualization	JavaScript, D3, JSON, API	freeCodeCamp	3 modules	300 hours	**

Course	Keyword	Duration	Assessment	Certificate
Data Visualization		3 parts	Exercises	✅

Writing

Title	Keyword	Provider	Structure	Duration	Note

X

Title	Keyword	Provider	Structure	Duration	Note

Yield

Title	Keyword	Provider	Structure	Duration	Note

Zeroing

Title	Keyword	Provider	Structure	Duration	Note
Low-carbon steering throughout the building’s life cycle	Building LCA, Low-carbon Solutions, Low-carbon Emissions	eOppiva	3 modules	0.5-1 hours	**
			modules	hours	**

Course	Keyword	Duration	Assessment	Certificate
Fundamentals of Net Zero and Decarbonisation		40 minutes	Quiz	❓
Setting Science-Based Targets		30 minutes	Quiz	✅
The Net-Zero Standard		20 minutes	Quiz	✅
Climate Fit		7 modules	Quiz	❌
Introduction to decarbonized construction		4 modules	Quiz	✅
Charting the path to Net Zero		5 modules	Quiz	❌
Carbon Reduction and Achieving Net Zero		4 weeks	Quiz	❌
Decarbonization 101		4 chapters	Quiz	❌
Net Zero 101		3 modules	Quiz	✅

Others

Course	Keyword	Duration	Assessment	Certificate
Sustainability		5 courses	Quiz	❌
Digital Skills		8 courses	Quiz	✅

No Certificate

Course	Keyword	Duration	Assessment	Certificate
Learning Analytics Fundamentals	Learning, Ethics, Privacy, Legal	4 modules	Quiz	✅
Data Analysis with Python	Pyhton, NumPy, Pandas, Matplotlib, SciPy	7 chapters	Exercises	❌
Spatial Analytics	GeoPython, GeoPandas, Jupyter, Git	5 weeks	Exercises	❌
Going Places with Spatial Analysis	ArcGIS, Spatial Data, Analysis Techinque, Spatial Relationships, Distribution Patterns, Predictions, GIS	6 modules	12-18 hours	Instructor-paced, add to waitlist if opening date is missing

Course	Keyword	Duration	Assessment	Certificate
The New Sustainability in Business	ESG, Business model, Innovation, Change management, Strategy	4 modules	Exercises	💰
Green Marketing Challenge	Sustainability claim, Greenwashing	2 hours	Exercises	❌

Course	Keyword	Duration	Assessment	Certificate
Introduction to AI	AI, ML, Bayesian method, Neural networks	6 chapters	Quiz	✅
Building AI	AI, ML, Bayesian method, Neural networks, Python	5 chapters	Quiz	💰
Ethics of AI	Non-maleficence, Accountability, Transparency, Human rights, Fairness	7 chapters	Exercises	❌
AI in Society	Values, Discrimination, Justice, Democracy	6 chapters	Exercises	❌
Applied Language Technology	NLP, Python, Jupyter, spaCy	3 parts	Exercises	❌
Hands-on Scientific Computing	Python, Jupyter, LaTex, Git, Bash, Sphinx	6 parts	Exercises	❌
Machine Learning for the Built Environment	ML, Regression, Clustering, Bayesian method, Neural networks, Python	7 weeks	Exercises	❌
AI for Built Environment	AI, ML	3 chapters	Quiz	💰
AI for Beginners		12 weeks	Exercises	❌
Data Science for Beginners		10 weeks	Exercises	❌
Generative AI for Beginners		12 weeks	Exercises	❌
Web Development for Beginners		12 weeks	Exercises	❌
IoT for Beginners		12 weeks	Exercises	❌
ML for Beginners		12 weeks	Exercises	❌
XR Development for Beginners		8 weeks	Exercises	❌

Course	Keyword	Duration	Assessment	Certificate
Data Science for Construction, Architecture and Engineering	Python, Pandas, scikit-learn, Google Colab, ML, ETL	7 weeks	Quiz	💰💰💰
Spatial Data Science for Sustainable Development	GeoPython, GeoPandas, Jupyter, GIS, Git	5 weeks	Exercises	❌
Big Data Platforms	Python, SQL, PySpark	5 ECTS	Exercises	❌
Data Science for Ecology	R, Data Processing, ML	6 weeks	Exercises	❌
GIS Data Formats, Design and Quality	GIS, ArcGIS, Data Management, SQLite	4 modules	Quiz	💰
International Data Masterclass	Data-driven Decision Making, Policy Making, Data Science	UN SDG:Learn	3 modules	2.5-3 hours
Pathway to Data Governance		4 modules	Quiz	❓
Spatial Data Science	ArcGIS, Spatial Data, Suitability Analysis, Deep Learning, Predictive Modeling, Pattern Detection, Clustering, GIS	6 modules	12-18 hours	Instructor-paced, add to waitlist if opening date is missing