Data collection courses can help you learn survey design, sampling techniques, data cleaning, and statistical analysis. You can build skills in qualitative and quantitative research methods, data visualization, and ethical considerations in data handling. Many courses introduce tools like Excel for data manipulation, R for statistical analysis, and software like Qualtrics for survey creation, showing how these skills are applied in real-world research settings.

Skills you'll gain: Excel Formulas, Microsoft Excel, Case Studies, People Analytics, Performance Analysis, Spreadsheet Software, Variance Analysis, Trend Analysis, Employee Performance Management, Performance Measurement, Business Analysis, Performance Metric, Compensation Analysis, Data-Driven Decision-Making, Descriptive Analytics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Personally Identifiable Information, Information Privacy, Persona (User Experience), User Research, Multimodal Prompts, AI literacy, Persona Development, User Experience Design, Artificial Intelligence, Human Centered Design, Ethical Standards And Conduct, User Centered Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Training, Deep Learning, Model Optimization, Data Preprocessing, Keras (Neural Network Library), Tensorflow, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Natural Language Processing
Advanced · Course · 1 - 4 Weeks

Universidades Anáhuac
Skills you'll gain: Interactive Data Visualization, Data Storytelling, Data Presentation, Data Literacy, Data Visualization Software, Data Analysis, Graphic and Visual Design, Visual Storytelling, Diagram Design, Information Architecture, Interaction Design, Multimedia, Design Elements And Principles, User Experience Design, User Centered Design
Beginner · Course · 1 - 3 Months

Skills you'll gain: Hugging Face, Large Language Modeling, Recurrent Neural Networks (RNNs), Embeddings, Python Programming, Fine-tuning, Applied Machine Learning
Intermediate · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), Generative AI, NumPy, Object Oriented Programming (OOP), Model Training, Deep Learning, Image Analysis, Machine Learning Methods, Plot (Graphics), Object Oriented Design, Integrated Development Environments, Python Programming, Development Environment, Event-Driven Programming, Programming Principles, Computer Programming
★ 4.1 (86) · Beginner · Specialization · 3 - 6 Months

University of Leeds
Skills you'll gain: Robotics, Automation, Automation Engineering, Artificial Intelligence, Manufacturing and Production, Engineering, Data Ethics, Biomedical Engineering, Computer Programming
★ 4.6 (60) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Cleansing, Data Wrangling, R Programming, Data Preprocessing, Applied Machine Learning, Statistical Analysis, R (Software), Model Evaluation, Statistical Machine Learning, Classification And Regression Tree (CART), Advanced Analytics, Statistical Programming, Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Statistical Methods, Model Training, Machine Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Azure Active Directory, Role-Based Access Control (RBAC), Virtual Networking, Microsoft Azure, Kubernetes, Containerization, Network Troubleshooting, Single Sign-On (SSO), Cloud Storage, Active Directory, Virtual Machines, Virtual Private Networks (VPN), Data Storage, Cloud Management, Application Deployment, Network Architecture, Cloud Deployment, Identity and Access Management, Cloud Services, System Monitoring
★ 4.2 (142) · Intermediate · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Climate Change Mitigation, Climate Change Programs, Risk Management, Climate Change Adaptation, Mitigation, Risk Mitigation, Environmental Issue, Corporate Sustainability, Pollution Prevention, Environmental Resource Management, Persuasive Communication, Media and Communications, Community Outreach, Environmental Policy, Social Sciences, Social Impact, Peer Review, Sustainable Systems, Scientific Methods, Energy and Utilities
★ 4.8 (326) · Beginner · Specialization · 1 - 3 Months

Macquarie University
Skills you'll gain: Security Testing, Cyber Threat Intelligence, Cyber Risk, AI Integrations, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Security Controls, Threat Modeling, Security Strategy, Data Ethics, Security Engineering, Threat Detection, Data Governance, Data Security, Exploitation techniques, Security Management, Information Privacy, Emerging Technologies, Model Evaluation
★ 4.7 (33) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Process Improvement and Optimization, Process Optimization, Process Improvement, Brainstorming, Process Analysis, Process Management, Quality Improvement, Continuous Improvement Process, Business Process Improvement, Problem Management, Root Cause Analysis, Ideation, Creative Problem-Solving, Innovation, Operational Efficiency, Knowledge Transfer, Collaboration, Business Technologies, Waste Minimization, Data Management
★ 4.7 (36) · Intermediate · Course · 1 - 4 Weeks