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.

Universitat Autònoma de Barcelona
Skills you'll gain: Digital Brand Strategy, Brand Management, Brand Strategy, Branding, Brand Marketing, Strategic Marketing, Marketing Strategies, Brand Loyalty, Social Media Marketing, Storytelling, Digital Marketing, digital literacy, Marketing Channel, Influencing, Personal Development, Community Development, Performance marketing, Employee Engagement, Corporate Strategy, Analytics
Beginner · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Prometheus (Software), Google Gemini, Anthropic Claude, Cloud-Native Computing, AI Workflows, Amazon Bedrock, AI Integrations, Grafana, Command-Line Interface, Real Time Data, Software Installation
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Vector Databases, Performance Tuning, Docker (Software), Embeddings, Query Languages, Multimodal Prompts, Generative AI, AI Integrations, API Design, Application Deployment, Database Design, Development Environment, Restful API, Image Analysis, Machine Learning
Intermediate · Course · 1 - 3 Months

University of Illinois at Urbana-Champaign
Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Financial Auditing, Data Governance, Generative AI, Supply And Demand
Earn a degree
Degree · 1 - 4 Years

H2O.ai
Skills you'll gain: Large Language Modeling, LLM Application, Model Evaluation, Fine-tuning, Collaborative Software, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Generative AI, Data Management, Model Training, Data Preprocessing, Generative Model Architectures, Natural Language Processing, Data Validation, Data Cleansing, Transfer Learning, Verification And Validation, Data Quality
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Financial Statement Analysis, Reconciliation, Financial Statements, Financial Analysis, Balance Sheet, Financial Acumen, Business Metrics, Income Statement, Accounting, Bookkeeping, Analysis, Financial Data, Performance Analysis
Beginner · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Persuasive Communication, Critical Thinking, Deductive Reasoning, Communication Strategies, Communication, Analytical Skills, Decision Making, Problem Solving
Advanced · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Unsupervised Learning, Embeddings, Applied Machine Learning, Data Quality, Unstructured Data, Machine Learning Methods, Anomaly Detection, Supervised Learning, Data Preprocessing, Python Programming, Exploratory Data Analysis, Model Evaluation
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Development, Cloud Applications, Google Cloud Platform, Application Development, Cloud-Native Computing, CI/CD, Cloud Deployment, Continuous Deployment, Cloud API, Software Development, Application Deployment, Authentications, Applied Machine Learning, Continuous Integration, Generative AI, Continuous Delivery, Application Performance Management, Data Storage, Identity and Access Management, Data Storage Technologies
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Java Programming, Software Engineering, Programming Principles, Computer Programming, Computer Programming Tools, Software Design, Algorithms, Data Structures, Data Import/Export, Markov Model, Performance Tuning, Performance Testing, File I/O, Debugging, Application Programming Interface (API)
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Data Migration, Cloud Infrastructure, Identity and Access Management, Network Infrastructure, Network Architecture, Network Performance Management, Network Planning And Design, AI Workflows, Generative AI, Cloud Services, General Networking
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Wrangling, Data Management, Data Presentation, Security Management, Model Optimization, Advanced Analytics, Pivot Tables And Charts
Intermediate · Course · 1 - 3 Months