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The University of Manitoba campuses and research spaces are located on original lands of Anishinaabeg, Ininiwak, Anisininewuk, Dakota Oyate, Dene and Inuit, and on the National Homeland of the Red River Métis. More
University of Manitoba
Winnipeg, Manitoba Canada, R3T 2N2
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Expand your knowledge or explore something new with a number of options for each of 1,000 skills you can discover in technology, personal development and more. From Accounting to Zero Trust Network Access, there is something for everyone.
| Skills | Number of courses |
|---|---|
| .NET Framework | 35 |
| 3D Assets | 53 |
| 3D Modeling | 62 |
| A/B Testing | 36 |
| Account Management | 14 |
| Accountability | 25 |
| Accounting | 23 |
| Accounting Software | 16 |
| Active Directory | 27 |
| Active Listening | 31 |
| Adaptability | 43 |
| Adobe After Effects | 23 |
| Adobe Creative Cloud | 18 |
| Adobe Express | 14 |
| Adobe Photoshop | 29 |
| Advanced Analytics | 27 |
| Advertising | 70 |
| Advertising Campaigns | 89 |
| Agentic systems | 36 |
| Agentic Workflows | 18 |
| Agile Methodology | 107 |
| Agile Product Development | 27 |
| Agile Project Management | 64 |
| Agile Software Development | 17 |
| AI Enablement | 142 |
| AI Orchestration | 21 |
| AI Personalization | 86 |
| AI Product Strategy | 32 |
| AI Security | 45 |
| AI Workflows | 102 |
| Algorithms | 110 |
| Amazon Bedrock | 21 |
| Amazon CloudWatch | 43 |
| Amazon DynamoDB | 44 |
| Amazon Elastic Compute Cloud | 69 |
| Amazon Redshift | 18 |
| Amazon S3 | 82 |
| Amazon Web Services | 167 |
| Analysis | 39 |
| Analytical Skills | 24 |
| Analytics | 49 |
| Android Development | 22 |
| Android Jetpack | 13 |
| Android Studio | 26 |
| Angular | 28 |
| Animation and Game Design | 49 |
| Animations | 133 |
| Anomaly Detection | 24 |
| Ansible | 45 |
| Anthropic Claude | 18 |
| Apache Hadoop | 28 |
| Apache Hive | 22 |
| Apache Kafka | 23 |
| Apache Maven | 45 |
| Apache Spark | 43 |
| API Design | 63 |
| API Gateway | 34 |
| API Testing | 38 |
| Apple iOS | 33 |
| Apple Xcode | 36 |
| Applicant Tracking Systems | 17 |
| Application Deployment | 261 |
| Application Design | 36 |
| Application Development | 189 |
| Application Frameworks | 42 |
| Application Lifecycle Management | 19 |
| Application Performance Management | 50 |
| Application Programming Interface (API) | 237 |
| Application Security | 114 |
| Applied Machine Learning | 140 |
| Artificial Intelligence | 298 |
| Artificial Intelligence and Machine Learning (AI/ML) | 139 |
| Artificial Neural Networks | 73 |
| ASP.NET | 72 |
| Asset Management | 16 |
| Augmented and Virtual Reality (AR/VR) | 23 |
| Authentications | 193 |
| Authorization (Computing) | 100 |
| Automation | 210 |
| AWS CloudFormation | 28 |
| AWS Identity and Access Management (IAM) | 58 |
| AWS Kinesis | 13 |
| AWS SageMaker | 20 |
| Azure Active Directory | 76 |
| Azure DevOps | 28 |
| Azure Synapse Analytics | 14 |
| Back-End Web Development | 107 |
| Backlogs | 33 |
| Balance Sheet | 24 |
| Bash (Scripting Language) | 35 |
| Bidding | 13 |
| Big Data | 71 |
| Billing | 14 |
| Bitbucket | 13 |
| Blockchain | 61 |
| Blogs | 15 |
| Bookkeeping | 23 |
| Bootstrap (Front-End Framework) | 62 |
| Border Gateway Protocol | 17 |
| Brainstorming | 26 |
| Brand Awareness | 16 |
| Brand Management | 13 |
| Brand Strategy | 20 |
| Branding | 44 |
| Browser Compatibility | 24 |
| Brute-force attacks | 19 |
| Budget Management | 26 |
| Budgeting | 21 |
| Build Tools | 18 |
| Building Codes | 13 |
| Business | 20 |
| Business Analysis | 60 |
| Business Analytics | 34 |
| Business Communication | 36 |
| Business Ethics | 48 |
| Business Intelligence | 61 |
| Business Leadership | 32 |
| Business Logic | 23 |
| Business Metrics | 23 |
| Business Modeling | 18 |
| Business Planning | 22 |
| Business Process | 20 |
| Business Process Automation | 60 |
| Business Process Modeling | 18 |
| Business Reporting | 23 |
| Business Requirements | 17 |
| Business Risk Management | 22 |
| Business Strategies | 16 |
| Business Strategy | 49 |
| Business Transformation | 49 |
| Business Valuation | 23 |
| Business Writing | 29 |
| C (Programming Language) | 16 |
| C# (Programming Language) | 103 |
| C++ (Programming Language) | 45 |
| Calendar Management | 34 |
| Campaign Management | 68 |
| Canva (Software) | 30 |
| Capacity Management | 25 |
| Capital Markets | 18 |
| Cascading Style Sheets (CSS) | 149 |
| Case Studies | 77 |
| Cash Flows | 29 |
| Change Management | 49 |
| ChatGPT | 184 |
| CI/CD | 152 |
| Cinematography | 46 |
| Civil Engineering | 21 |
| Classification Algorithms | 63 |
| Client Services | 18 |
| Climate Change Mitigation | 14 |
| Closing (Sales) | 13 |
| Cloud API | 24 |
| Cloud Applications | 63 |
| Cloud Computing | 207 |
| Cloud Computing Architecture | 90 |
| Cloud Deployment | 151 |
| Cloud Development | 30 |
| Cloud Hosting | 15 |
| Cloud Infrastructure | 118 |
| Cloud Management | 73 |
| Cloud Platforms | 50 |
| Cloud Security | 238 |
| Cloud Services | 120 |
| Cloud Solutions | 37 |
| Cloud Storage | 197 |
| Cloud-Based Integration | 13 |
| Cloud-Native Computing | 36 |
| Coaching | 25 |
| Code Review | 42 |
| Collaboration | 62 |
| Collaborative Software | 131 |
| Color Matching | 19 |
| Color Theory | 60 |
| Command-Line Interface | 191 |
| Communication | 137 |
| Communication Planning | 22 |
| Communication Strategies | 53 |
| Compensation and Benefits | 16 |
| Competitive Analysis | 48 |
| Complex Problem Solving | 17 |
| Compliance Management | 32 |
| Computational Logic | 26 |
| Computational Thinking | 26 |
| Computer Architecture | 19 |
| Computer Graphic Techniques | 23 |
| Computer Graphics | 53 |
| Computer Hardware | 37 |
| Computer Networking | 24 |
| Computer Programming | 112 |
| Computer Programming Tools | 25 |
| Computer Science | 39 |
| Computer Security Awareness Training | 15 |
| Computer Vision | 70 |
| Computer-Aided Design | 17 |
| Concision | 14 |
| Configuration Management | 93 |
| Conflict Management | 35 |
| Construction | 24 |
| Constructive Feedback | 47 |
| Consumer Behaviour | 19 |
| Containerization | 141 |
| Content Creation | 171 |
| Content Management | 44 |
| Content Management Systems | 20 |
| Content Marketing | 41 |
| Content Performance Analysis | 22 |
| Content Strategy | 49 |
| Context Management | 43 |
| Continuous Delivery | 34 |
| Continuous Deployment | 58 |
| Continuous Improvement Process | 36 |
| Continuous Integration | 104 |
| Continuous Monitoring | 65 |
| Convolutional Neural Networks | 58 |
| Copywriting | 16 |
| Corporate Finance | 25 |
| Corporate Sustainability | 37 |
| Correlation Analysis | 20 |
| Cost Management | 28 |
| Creative Design | 42 |
| Creative Thinking | 28 |
| Creativity | 86 |
| Crisis Management | 18 |
| Critical Thinking | 30 |
| Cross Platform Development | 35 |
| Cross-Functional Collaboration | 27 |
| Cryptography | 57 |
| Cultural Diversity | 24 |
| Culture Transformation | 16 |
| Customer Analysis | 41 |
| Customer Data Management | 15 |
| Customer Engagement | 50 |
| Customer experience improvement | 20 |
| Customer experience strategy (CX) | 21 |
| Customer Insights | 33 |
| Customer Relationship Building | 22 |
| Customer Relationship Management | 29 |
| Customer Relationship Management (CRM) Software | 35 |
| Customer Retention | 17 |
| Customer Service | 43 |
| Customer Support | 17 |
| Cyber Attacks | 26 |
| Cyber Governance | 16 |
| Cyber Risk | 21 |
| Cyber Security Assessment | 20 |
| Cyber Security Policies | 20 |
| Cyber Security Strategy | 22 |
| Cyber Threat Intelligence | 25 |
| Cybersecurity | 150 |
| Dashboard | 142 |
| Data Access | 85 |
| Data Analysis | 323 |
| Data Analysis Expressions (DAX) | 49 |
| Data Analysis Software | 16 |
| Data Architecture | 31 |
| Data Cleansing | 131 |
| Data Collection | 62 |
| Data Entry | 35 |
| Data Ethics | 146 |
| Data Governance | 48 |
| Data Import/Export | 176 |
| Data Infrastructure | 16 |
| Data Integration | 131 |
| Data Integrity | 79 |
| Data Lakes | 26 |
| Data Literacy | 23 |
| Data Loss Prevention | 22 |
| Data Maintenance | 13 |
| Data Management | 189 |
| Data Manipulation | 252 |
| Data Mapping | 44 |
| Data Migration | 68 |
| Data Mining | 14 |
| Data Modeling | 128 |
| Data Persistence | 84 |
| Data Pipelines | 113 |
| Data Preprocessing | 162 |
| Data Presentation | 83 |
| Data Processing | 120 |
| Data Quality | 66 |
| Data Science | 107 |
| Data Security | 166 |
| Data Sharing | 51 |
| Data Storage | 190 |
| Data Storage Technologies | 64 |
| Data Store | 28 |
| Data Storytelling | 96 |
| Data Strategy | 14 |
| Data Structures | 397 |
| Data Synthesis | 14 |
| Data Transformation | 153 |
| Data Validation | 133 |
| Data Visualization | 176 |
| Data Visualization Software | 167 |
| Data Warehousing | 67 |
| Data Wrangling | 20 |
| Database Administration | 22 |
| Database Application | 28 |
| Database Architecture and Administration | 54 |
| Database Design | 128 |
| Database Development | 35 |
| Database Management | 239 |
| Database Management Systems | 50 |
| Database Systems | 36 |
| Databases | 289 |
| Databricks | 18 |
| Data-Driven Decision-Making | 112 |
| Dataflow | 33 |
| Debugging | 274 |
| Decision Making | 65 |
| Decision Tree Learning | 28 |
| Deep Learning | 153 |
| Deepseek | 16 |
| Dependency Analysis | 40 |
| Descriptive Statistics | 38 |
| Design | 46 |
| Design Elements And Principles | 46 |
| Design Research | 16 |
| Design Software | 23 |
| Design Strategies | 25 |
| Design Thinking | 43 |
| Developing Training Materials | 13 |
| Development Environment | 227 |
| Development Testing | 35 |
| DevOps | 129 |
| Devops Tools | 30 |
| DevSecOps | 21 |
| Diagram Design | 15 |
| Digital Advertising | 88 |
| Digital Design | 23 |
| Digital Forensics | 19 |
| digital literacy | 29 |
| Digital Marketing | 86 |
| Digital Media Strategy | 14 |
| Digital pedagogy | 40 |
| Digital Transformation | 66 |
| Dimensionality Reduction | 23 |
| Disaster Recovery | 81 |
| Discussion Facilitation | 16 |
| Distributed Computing | 41 |
| Distributed Denial-Of-Service (DDoS) Attacks | 41 |
| Diversity and Inclusion | 42 |
| Diversity Awareness | 20 |
| Django (Web Framework) | 98 |
| Docker (Software) | 115 |
| Document Management | 74 |
| Drive Engagement | 20 |
| Driving engagement | 25 |
| Eclipse (Software) | 21 |
| E-Commerce | 35 |
| Editing | 46 |
| Education Software and Technology | 84 |
| Electric Power Systems | 14 |
| Electrical Systems | 14 |
| Email Automation | 57 |
| Email Marketing | 65 |
| Email Security | 27 |
| Embedded Systems | 26 |
| Embeddings | 55 |
| Emerging Technologies | 67 |
| Emotional Intelligence | 53 |
| Empathy | 32 |
| Employee Coaching | 13 |
| Employee Engagement | 34 |
| Employee Performance Management | 15 |
| Employee Training | 23 |
| Empowerment | 17 |
| Encryption | 111 |
| Endpoint Security | 24 |
| Engineering Analysis | 14 |
| Engineering Calculations | 18 |
| Engineering Design Process | 17 |
| English Language | 48 |
| Enterprise Application Management | 14 |
| Enterprise Architecture | 20 |
| Enterprise Resource Planning | 14 |
| Enterprise Security | 15 |
| Entrepreneurship | 21 |
| Environmental Social And Corporate Governance (ESG) | 24 |
| Equities | 17 |
| Ethical Standards And Conduct | 89 |
| Event Monitoring | 28 |
| Event-Driven Programming | 97 |
| Excel Formulas | 44 |
| Expectation Management | 20 |
| Exploitation techniques | 31 |
| Exploratory Data Analysis | 114 |
| Extensible Markup Language (XML) | 35 |
| Extract, Transform, Load | 70 |
| 86 | |
| Feature Engineering | 78 |
| Figma (Design Software) | 37 |
| File I/O | 54 |
| File Management | 203 |
| File Systems | 62 |
| File Transfer Protocol (FTP) | 13 |
| Finance | 32 |
| Financial Analysis | 69 |
| Financial Forecasting | 20 |
| Financial Inclusion | 21 |
| Financial Market | 16 |
| Financial Modeling | 25 |
| Financial Planning | 17 |
| Financial Reporting | 15 |
| Financial Services | 14 |
| Financial Statement Analysis | 20 |
| Financial Statements | 27 |
| Financial Systems | 16 |
| Financial Trading | 14 |
| FinTech | 16 |
| Firewall | 71 |
| Flask (Web Framework) | 22 |
| Flutter (Software) | 19 |
| Forecasting | 48 |
| Fraud detection | 16 |
| Frontend Integration | 30 |
| Frontend Performance | 33 |
| Front-End Web Development | 103 |
| Full-Stack Web Development | 75 |
| Functional Design | 38 |
| Fundraising | 13 |
| Game Design | 64 |
| Gap Analysis | 15 |
| Gemini | 17 |
| General Data Protection Regulation (GDPR) | 16 |
| General Networking | 58 |
| Generative Adversarial Networks (GANs) | 39 |
| Generative AI | 447 |
| Generative AI Agents | 88 |
| Generative Model Architectures | 28 |
| Git (Version Control System) | 185 |
| GitHub | 177 |
| GitLab | 14 |
| Gmail | 26 |
| Go (Programming Language) | 18 |
| Goal Setting | 83 |
| Google Ads | 61 |
| Google Analytics | 31 |
| Google App Engine | 16 |
| Google Cloud Platform | 347 |
| Google Docs | 16 |
| Google Gemini | 29 |
| Google Sheets | 36 |
| Google Workspace | 59 |
| Governance | 33 |
| Grafana | 14 |
| Grammar | 13 |
| Graph Theory | 17 |
| Graphic and Visual Design | 58 |
| Graphic and Visual Design Software | 14 |
| Graphic Design | 67 |
| Graphical Tools | 31 |
| Graphics Software | 18 |
| Growth Mindedness | 19 |
| Growth Strategies | 22 |
| Hardening | 18 |
| Hardware Architecture | 17 |
| Hardware Troubleshooting | 26 |
| Healthcare Ethics | 14 |
| Hibernate (Java) | 26 |
| Histogram | 15 |
| HR Tech | 15 |
| HTML and CSS | 111 |
| HubSpot CRM | 20 |
| Hugging Face | 27 |
| Human Centered Design | 25 |
| Human Resource Strategy | 19 |
| Human Resources | 14 |
| Hybrid Cloud Computing | 47 |
| Hydraulics | 14 |
| Hypertext Markup Language (HTML) | 138 |
| IBM Cloud | 21 |
| Ideation | 38 |
| Identity and Access Management | 162 |
| Image Analysis | 67 |
| Image Quality | 36 |
| Incident Management | 14 |
| Incident Response | 49 |
| Income Statement | 17 |
| Information Architecture | 32 |
| Information Privacy | 68 |
| Information Systems Security | 26 |
| Information Technology | 21 |
| Infrastructure Architecture | 13 |
| Infrastructure As A Service (IaaS) | 38 |
| Infrastructure as Code (IaC) | 70 |
| Infrastructure Security | 32 |
| Innovation | 102 |
| 49 | |
| Instructional Design | 43 |
| Instructional Strategies | 20 |
| Integrated Development Environments | 95 |
| Integration Testing | 28 |
| IntelliJ IDEA | 16 |
| Interaction Design | 27 |
| Interactive Data Visualization | 124 |
| Interactive Design | 73 |
| Internet Of Things | 36 |
| Interoperability | 17 |
| Interpersonal Communications | 29 |
| Interviewing Skills | 74 |
| Intrusion Detection and Prevention | 28 |
| Inventory Management System | 18 |
| Investments | 25 |
| iOS Development | 26 |
| Issue Tracking | 18 |
| IT Automation | 35 |
| Java | 165 |
| Java Platform Enterprise Edition (J2EE) | 19 |
| Java Programming | 254 |
| Javascript | 196 |
| JavaScript Frameworks | 70 |
| Jenkins | 51 |
| Jest (JavaScript Testing Framework) | 16 |
| Job Analysis | 13 |
| JSON | 100 |
| JUnit | 36 |
| Jupyter | 71 |
| Kanban Principles | 29 |
| Keras (Neural Network Library) | 23 |
| Key Management | 55 |
| Key Performance Indicators (KPIs) | 59 |
| Keyword Research | 55 |
| Kotlin | 38 |
| Kubernetes | 173 |
| LangChain | 25 |
| Language Learning | 51 |
| Large Language Modeling | 131 |
| Law, Regulation, and Compliance | 23 |
| Layout Design | 50 |
| Lead Generation | 51 |
| Leadership | 89 |
| Leadership and Management | 34 |
| Leadership Development | 41 |
| Lean Methodologies | 29 |
| Learning Management Systems | 24 |
| Learning Strategies | 31 |
| Legal Technology | 15 |
| Lifelong Learning | 25 |
| Linear Algebra | 22 |
| 41 | |
| Linux | 117 |
| Linux Administration | 55 |
| Linux Commands | 142 |
| Linux Servers | 13 |
| LLM Application | 91 |
| Load Balancing | 58 |
| Loans | 16 |
| Logistic Regression | 42 |
| Logistics | 15 |
| Logo Design | 26 |
| Looker (Software) | 23 |
| Mac OS | 31 |
| Machine Learning | 280 |
| Machine Learning Algorithms | 69 |
| Machine Learning Methods | 68 |
| Mainframe Computing | 13 |
| Maintainability | 62 |
| Malware Protection | 28 |
| Market Analysis | 48 |
| Market Dynamics | 17 |
| Market Opportunities | 19 |
| Market Research | 24 |
| Market Trend | 13 |
| Marketing | 79 |
| Marketing Analytics | 86 |
| Marketing Automation | 39 |
| Marketing Budgets | 16 |
| Marketing Communications | 14 |
| Marketing Design | 29 |
| Marketing Effectiveness | 17 |
| Marketing Materials | 27 |
| Marketing Strategies | 58 |
| Marketing Strategy and Techniques | 18 |
| Mathematical Modeling | 13 |
| Matlab | 31 |
| Matplotlib | 53 |
| Media Relations | 17 |
| Meeting Facilitation | 33 |
| Metadata Management | 24 |
| Microservices | 81 |
| Microsoft 365 | 54 |
| Microsoft Azure | 328 |
| Microsoft Copilot | 69 |
| Microsoft Excel | 95 |
| Microsoft Intune (Mobile Device Management Software) | 15 |
| Microsoft Office | 50 |
| Microsoft Power Automate/Flow | 31 |
| Microsoft Power Platform | 49 |
| Microsoft PowerPoint | 20 |
| Microsoft SQL Servers | 53 |
| Microsoft Teams | 39 |
| Microsoft Visual Studio | 43 |
| Microsoft Windows | 42 |
| Microsoft Word | 34 |
| Middleware | 38 |
| Milestones (Project Management) | 15 |
| Mindfulness | 17 |
| MLOps (Machine Learning Operations) | 45 |
| Mobile Development | 83 |
| Mobile Security | 20 |
| Mockups | 36 |
| Model Deployment | 145 |
| Model Evaluation | 171 |
| Model View Controller | 99 |
| MongoDB | 68 |
| Motion Graphics | 37 |
| Multi-Factor Authentication | 42 |
| Multimedia | 28 |
| Multimodal Prompts | 16 |
| MySQL | 82 |
| Natural Language Processing | 131 |
| Needs Assessment | 16 |
| Negotiation | 23 |
| Network Administration | 29 |
| Network Analysis | 38 |
| Network Architecture | 52 |
| Network Infrastructure | 32 |
| Network Monitoring | 53 |
| Network Performance Management | 15 |
| Network Planning And Design | 14 |
| Network Protocols | 62 |
| Network Routing | 53 |
| Network Security | 196 |
| Network Switches | 15 |
| Network Troubleshooting | 62 |
| Networking Hardware | 13 |
| New Product Development | 13 |
| No-Code Development | 84 |
| Node.JS | 67 |
| NoSQL | 79 |
| NumPy | 70 |
| Object Oriented Design | 44 |
| Object Oriented Programming (OOP) | 194 |
| Object-Relational Mapping | 72 |
| Online Advertising | 44 |
| Open Source Technology | 49 |
| Open Web Application Security Project (OWASP) | 35 |
| OpenAI | 46 |
| OpenAI API | 44 |
| Operating System Administration | 31 |
| Operating Systems | 59 |
| Operational Databases | 17 |
| Operational Efficiency | 33 |
| Operations Management | 17 |
| Oracle Cloud | 20 |
| Oracle Databases | 71 |
| Oracle SQL Developer | 15 |
| Organizational Change | 42 |
| Organizational Leadership | 27 |
| Organizational Skills | 56 |
| Organizational Strategy | 23 |
| Organizational Structure | 21 |
| OS Process Management | 26 |
| Package and Software Management | 80 |
| Paid media | 18 |
| Pandas (Python Package) | 86 |
| Patch Management | 24 |
| Payment Systems | 28 |
| Peer Review | 22 |
| Penetration Testing | 55 |
| People Management | 14 |
| Performance Analysis | 29 |
| Performance Management | 21 |
| Performance marketing | 16 |
| Performance Measurement | 34 |
| Performance Metric | 22 |
| Performance Testing | 39 |
| Performance Tuning | 188 |
| Persona (User Experience) | 17 |
| Persona Development | 25 |
| Personal Development | 49 |
| Personalized Service | 15 |
| Personally Identifiable Information | 18 |
| Photo Editing | 28 |
| Photo/Video Production and Technology | 20 |
| Photography | 30 |
| Pivot Tables And Charts | 31 |
| Planning | 20 |
| Platform As A Service (PaaS) | 20 |
| Plot (Graphics) | 21 |
| Plotly | 18 |
| Portfolio Management | 42 |
| PostgreSQL | 26 |
| Postman API Platform | 31 |
| Post-Production | 51 |
| Power BI | 143 |
| Predictive Analytics | 40 |
| Predictive Modeling | 99 |
| Presentations | 92 |
| Prioritization | 51 |
| Probability & Statistics | 25 |
| Probability Distribution | 22 |
| Problem Solving | 41 |
| Process Analysis | 16 |
| Process Improvement | 40 |
| Process Optimization | 19 |
| Procurement | 25 |
| Product Design | 20 |
| Product Development | 23 |
| Product Lifecycle Management | 36 |
| Product Management | 45 |
| Product Roadmaps | 19 |
| Product Strategy | 26 |
| Product Support | 14 |
| Productivity | 49 |
| Productivity Software | 56 |
| Professional Development | 74 |
| Professional Networking | 50 |
| Professionalism | 22 |
| Program Development | 57 |
| Program Management | 15 |
| Programming Principles | 124 |
| Project Closure | 20 |
| Project Documentation | 33 |
| Project Implementation | 18 |
| Project Management | 119 |
| Project Management Institute (PMI) Methodology | 23 |
| Project Management Life Cycle | 27 |
| Project Management Software | 36 |
| Project Planning | 39 |
| Project Risk Management | 27 |
| Project Schedules | 32 |
| Project Scoping | 25 |
| Prometheus (Software) | 22 |
| Prompt Engineering | 249 |
| Prompt Patterns | 31 |
| Prospecting and Qualification | 21 |
| Prototyping | 67 |
| Public Cloud | 19 |
| Public Relations | 19 |
| Python Programming | 641 |
| PyTorch (Machine Learning Library) | 27 |
| Quality Assurance | 23 |
| Quality Management | 30 |
| Quantitative Research | 14 |
| Query Languages | 124 |
| R Programming | 45 |
| Rapport Building | 23 |
| React Native | 42 |
| React Redux | 99 |
| React.js | 179 |
| Real Time Data | 74 |
| Recruitment | 27 |
| Recurrent Neural Networks (RNNs) | 43 |
| Regression Analysis | 77 |
| Regression Testing | 16 |
| Regulatory Compliance | 27 |
| Reinforcement Learning | 34 |
| Relational Databases | 180 |
| Relationship Building | 41 |
| Remote Access Systems | 23 |
| Report Writing | 20 |
| Requirements Analysis | 34 |
| Requirements Management | 14 |
| Research | 14 |
| Resilience | 25 |
| Resource Management | 25 |
| Responsible AI | 260 |
| Responsive Web Design | 124 |
| Restful API | 198 |
| Retrieval-Augmented Generation | 50 |
| Return On Investment | 27 |
| Risk Analysis | 59 |
| Risk Management | 118 |
| Risk Management Framework | 34 |
| Risk Mitigation | 31 |
| Robotic Process Automation | 47 |
| Robotics | 17 |
| Role-Based Access Control (RBAC) | 115 |
| Root Cause Analysis | 18 |
| Routing Protocols | 18 |
| Ruby (Programming Language) | 18 |
| Rust (Programming Language) | 54 |
| Safety Standards | 19 |
| Sales | 36 |
| Sales Management | 20 |
| Sales Pipelines | 17 |
| Sales Presentation | 15 |
| Sales Presentations | 14 |
| Sales Process | 27 |
| Sales Strategy | 25 |
| Salesforce | 50 |
| Sampling (Statistics) | 14 |
| SAP Applications | 16 |
| SAS (Software) | 81 |
| Scalability | 209 |
| Scatter Plots | 27 |
| Scenario Testing | 15 |
| Scheduling | 42 |
| Scikit Learn (Machine Learning Library) | 21 |
| Scope Management | 24 |
| Scripting | 173 |
| Scripting Languages | 25 |
| Scrum (Software Development) | 21 |
| Seaborn | 25 |
| Search Engine Marketing | 30 |
| Search Engine Optimization | 85 |
| Secure Coding | 74 |
| Security Awareness | 27 |
| Security Controls | 95 |
| Security Engineering | 22 |
| Security Information and Event Management (SIEM) | 43 |
| Security Management | 48 |
| Security Strategy | 25 |
| Security Testing | 33 |
| Selenium (Software) | 69 |
| Self-Awareness | 57 |
| Self-Motivation | 16 |
| Semantic Web | 30 |
| Server Administration | 15 |
| Server Side | 46 |
| Serverless Computing | 96 |
| Servers | 22 |
| Shell Script | 34 |
| Simulation and Simulation Software | 23 |
| Simulations | 39 |
| Single Sign-On (SSO) | 18 |
| Six Sigma Methodology | 19 |
| Smart Goals | 21 |
| Social Impact | 35 |
| Social Media | 71 |
| Social Media Campaigns | 32 |
| Social Media Content | 50 |
| Social Media Management | 41 |
| Social Media Marketing | 140 |
| Social Media Strategy | 41 |
| Social Skills | 19 |
| Software Architecture | 58 |
| Software As A Service | 19 |
| Software Configuration Management | 19 |
| Software Design | 39 |
| Software Design Patterns | 57 |
| Software Development | 76 |
| Software Development Life Cycle | 30 |
| Software Development Methodologies | 26 |
| Software Development Tools | 75 |
| Software Documentation | 54 |
| Software Engineering | 32 |
| Software Installation | 121 |
| Software Quality Assurance | 15 |
| Software Testing | 92 |
| Software Versioning | 41 |
| Solution Architecture | 24 |
| Solution Design | 14 |
| Splunk | 45 |
| Spreadsheet Software | 63 |
| Spring Boot | 156 |
| Spring Framework | 108 |
| Sprint Planning | 31 |
| Sprint Retrospectives | 24 |
| SQL | 353 |
| Stakeholder Analysis | 36 |
| Stakeholder Communications | 50 |
| Stakeholder Engagement | 66 |
| Stakeholder Management | 65 |
| Stata | 22 |
| Statistical Analysis | 87 |
| Statistical Hypothesis Testing | 32 |
| Statistical Inference | 18 |
| Statistical Methods | 33 |
| Statistical Modeling | 20 |
| Statistical Programming | 15 |
| Statistical Visualization | 21 |
| Statistics | 31 |
| Stored Procedure | 34 |
| Storyboarding | 36 |
| Storytelling | 103 |
| Strategic Decision-Making | 28 |
| Strategic Leadership | 36 |
| Strategic Planning | 14 |
| Strategic Thinking | 30 |
| Stress Management | 21 |
| Structural Analysis | 16 |
| Student Engagement | 20 |
| Style Guides | 29 |
| Supervised Learning | 62 |
| Supply Chain | 16 |
| Supply Chain Management | 44 |
| Sustainability Reporting | 16 |
| Sustainability Standards | 18 |
| Sustainable Business | 25 |
| Sustainable Development | 28 |
| Swift Programming | 88 |
| System Configuration | 107 |
| System Monitoring | 128 |
| System Programming | 21 |
| System Requirements | 14 |
| Systems Administration | 27 |
| Systems Architecture | 16 |
| Systems Integration | 21 |
| Systems Thinking | 16 |
| Tableau Software | 102 |
| Talent Acquisition | 19 |
| Target Audience | 86 |
| TCP/IP | 32 |
| Teaching | 14 |
| Team Building | 53 |
| Team Leadership | 40 |
| Team Management | 51 |
| Team Motivation | 20 |
| Teamwork | 30 |
| Technical Communication | 56 |
| Technical Documentation | 34 |
| Technical Support | 57 |
| Technical Writing | 15 |
| Technology Strategies | 18 |
| Tensorflow | 107 |
| Terraform | 55 |
| Test Automation | 107 |
| Test Case | 53 |
| Test Data | 17 |
| Test Driven Development (TDD) | 41 |
| Test Planning | 30 |
| Test Script Development | 25 |
| Test Tools | 26 |
| Text Mining | 29 |
| Threat Detection | 76 |
| Threat Management | 38 |
| Threat Modeling | 40 |
| TikTok | 28 |
| Time Management | 29 |
| Time Series Analysis and Forecasting | 42 |
| Timelines | 37 |
| Tool Calling | 22 |
| Training Programs | 17 |
| Transaction Processing | 44 |
| Transfer Learning | 33 |
| Trend Analysis | 26 |
| TypeScript | 34 |
| Typography | 74 |
| Ubuntu | 17 |
| UI Components | 236 |
| UI/UX Research | 18 |
| UI/UX Strategy | 20 |
| Unit Testing | 109 |
| Unity Engine | 39 |
| Unix | 14 |
| Unix Commands | 51 |
| Unix Shell | 23 |
| Unreal Engine | 66 |
| Unstructured Data | 21 |
| Unsupervised Learning | 66 |
| Usability | 37 |
| Usability Testing | 42 |
| User Accounts | 121 |
| User Centered Design | 26 |
| User Experience | 30 |
| User Experience Design | 86 |
| User Interface (UI) | 248 |
| User Interface (UI) Design | 100 |
| User Interface and User Experience (UI/UX) Design | 58 |
| User Provisioning | 16 |
| User Research | 42 |
| User Story | 39 |
| Value Propositions | 21 |
| vCenter Server | 14 |
| Vector Databases | 31 |
| Verbal Communication Skills | 40 |
| Verification And Validation | 34 |
| Version Control | 242 |
| Video Editing | 70 |
| Video Game Development | 45 |
| Video Production | 77 |
| Videography | 18 |
| Virtual Environment | 49 |
| Virtual Machines | 155 |
| Virtual Networking | 93 |
| Virtual Private Networks (VPN) | 57 |
| Virtual Teams | 23 |
| Virtualization | 51 |
| Visualization (Computer Graphics) | 37 |
| Vulnerability Assessments | 61 |
| Vulnerability Management | 36 |
| Vulnerability Scanning | 32 |
| Web Analytics | 24 |
| Web Analytics and SEO | 51 |
| Web Applications | 165 |
| Web Components | 23 |
| Web Content | 31 |
| Web Content Accessibility Guidelines | 118 |
| Web Design | 53 |
| Web Design and Development | 42 |
| Web Development | 123 |
| Web Development Tools | 74 |
| Web Scraping | 27 |
| Web Servers | 34 |
| Web Services | 23 |
| Windows PowerShell | 26 |
| Wireframing | 32 |
| Wireless Networks | 24 |
| Work Breakdown Structure | 17 |
| Workflow Management | 63 |
| Workforce Development | 19 |
| Workplace inclusivity | 29 |
| Writing | 36 |
| YAML | 48 |
| z/OS | 14 |
| Zero Trust Network Access | 20 |
Extended Education
185 Extended Education Complex
University of Manitoba (Fort Garry campus)
Winnipeg, MB R3T 2N2 Canada