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: React.js, Test Case, JavaScript Frameworks, Unit Testing, Code Reusability, Test Script Development, UI Components, Software Testing, Development Testing, Event-Driven Programming, Context Management, Data Sharing
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Employee Surveys, Analysis, User Accounts, Social Media, User Feedback, Social Media Marketing, Data Sharing, Account Management
★ 4.8 (11) · Beginner · Guided Project · Less Than 2 Hours

University of Minnesota
Skills you'll gain: Predictive Modeling, Predictive Analytics, Business Analytics, Business Planning, Customer Analysis, Project Design, Advanced Analytics, Machine Learning Methods, Applied Machine Learning, Business Analysis, Solution Design, Data-Driven Decision-Making, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Ideation, Decision Tree Learning, Deep Learning
Beginner · Course · 1 - 3 Months

Skills you'll gain: Machine Learning Methods, .NET Framework, GitHub Copilot, Machine Learning Algorithms, Model Deployment, Machine Learning, OpenAI API, Model Training, Supervised Learning, Machine Learning Software, Artificial Intelligence, Microsoft Copilot, Generative AI, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), AI Security, OpenAI, Microsoft Azure, AI Integrations, LLM Application
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Variance Analysis, Dashboard Creation, Dashboard, Budget Management, Data Storytelling, Financial Reporting, Business Metrics, Financial Acumen, Spreadsheet Software, Financial Analysis, Budgeting, Data Presentation, Business Reporting, Financial Data, Data Visualization, Cost Management, Management Reporting, Financial Forecasting
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Risk, Portfolio Management, Wealth Management, Technical Analysis, Derivatives, Investment Management, Equities, Financial Analysis, Cash Flows, Asset Management, Investments, Financial Trading, Financial Planning, Financial Market, Financial Statements, Tax Management, Hedge Accounting, Financial Services, Tax Planning, Risk Management
★ 5 (13) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: File Management, Linux Administration, File Systems, OS Process Management, Linux, Linux Servers, Data Security, Authorization (Computing), Linux Commands, Security Controls, Data Loss Prevention, Operating System Administration, Continuous Monitoring, Hardening, System Monitoring, Data Storage Technologies, Network Security, Vulnerability Scanning, Data Storage, Event Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Vue.JS, Unit Testing, JavaScript Frameworks, Test Tools, Software Architecture, Software Testing, Development Testing, UI Components, Web Applications, Front-End Web Development, Web Development, Maintainability, Javascript, HTML and CSS, Hypertext Markup Language (HTML), Data Validation, Data Store
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Docker (Software), Containerization, Microservices, ASP.NET, Software Architecture, .NET Framework, Microsoft Visual Studio, Cloud-Native Computing, Restful API, C# (Programming Language), Software Development, Software Design Patterns, Scalability, Maintainability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Apache Spark, Apache Hadoop, Data Lakes, Big Data, Data Infrastructure, Linux Commands, Linux, File Systems, Data Management, Command-Line Interface, Data Processing, Data Storage, Software Installation, Distributed Computing, Scalability, System Configuration
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), AI Orchestration, AI Workflows, Data Pipelines, Model Deployment, Agentic Workflows, Generative AI Agents, Google Cloud Platform, Forecasting, Model Training, Agentic systems, Prompt Engineering, Automation
Intermediate · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Human Centered Design, Design Thinking, User Centered Design, Solution Design, Responsible AI, Stakeholder Communications, Innovation, Ethical Standards And Conduct, User Research, Ideation, Prototyping, Stakeholder Engagement, Stakeholder Management, Scalability, Digital Transformation, Emerging Technologies, Communication, Sustainable Development, Empathy & Emotional Intelligence
Beginner · Course · 1 - 3 Months