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.

Amazon Web Services
Skills you'll gain: API Design, API Gateway, Restful API, Application Programming Interface (API), Amazon Web Services, AI Workflows, Document Management, Prompt Engineering, Large Language Modeling, Generative AI, Cloud Computing, Scalability, Software Development, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Artificial Intelligence, Natural Language Processing, Performance Tuning, Machine Learning
Advanced · Course · 1 - 3 Months

Skills you'll gain: OpenAI API, Amazon Bedrock, OpenAI, Multimodal Prompts, Generative AI, AWS SageMaker, Generative AI Agents, LLM Application, Responsible AI, Retrieval-Augmented Generation, Prompt Engineering, Amazon Web Services, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Embeddings, Cyber Governance, Vector Databases, Data Ethics, Natural Language Processing
Beginner · Specialization · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Generative Model Architectures, Enterprise Architecture, Generative AI, AI Security, Event-Driven Programming, Prompt Engineering, Scalability, Software Architecture, AI Orchestration, Model Deployment, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Serverless Computing, API Design, Software Development, Cloud Computing, Machine Learning, Amazon DynamoDB, Natural Language Processing, Amazon Web Services
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Prompt Engineering, Kubernetes, Prompt Engineering Tools, Containerization, Database Architecture and Administration, MySQL, Dataflow, PostgreSQL, Identity and Access Management, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Data Maintenance, Database Design, Database Management
★ 4.7 (49K) · Intermediate · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: ChatGPT, Critical Thinking, AI literacy, Independent Thinking, Generative Model Architectures, Generative AI, Adaptability, Strategic Thinking, AI Enablement, Data Analysis, Organizational Leadership, Leadership Studies, AI powered creativity, Data Ethics, Large Language Modeling, AI Personalization, Model Training, Model Evaluation, AI Integrations, Prompt Engineering
★ 4.7 (576) · Beginner · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Patterns, Prompt Engineering Tools, LLM Application, Gemini, ChatGPT, Google Gemini, AI literacy, Anthropic Claude, Large Language Modeling, AI Enablement, Artificial Intelligence, AI powered creativity, Generative AI, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Complex Problem Solving
Beginner · Course · 1 - 3 Months

Skills you'll gain: User Story, Cloud Deployment, CI/CD, Unit Testing, Software Development Life Cycle, Open Web Application Security Project (OWASP), Continuous Integration, OpenShift, Istio, Kubernetes, Linux Commands, Cloud Infrastructure, Test Driven Development (TDD), Devops Tools, Git (Version Control System), DevOps, Grafana, Software Engineering, Data Import/Export, Application Development
★ 4.6 (66K) · Beginner · Professional Certificate · 3 - 6 Months

Amazon Web Services
Advanced · Course · 1 - 4 Weeks

Beginner · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Dashboard Creation, Anomaly Detection, Generative AI, Vector Databases, Retrieval-Augmented Generation, Performance Tuning, Amazon CloudWatch, System Monitoring, Embeddings, Continuous Monitoring, MLOps (Machine Learning Operations), Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Amazon Web Services, Cloud Computing, Software Development, Machine Learning, Data Pipelines, Natural Language Processing
Advanced · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Generative AI, Generative AI Agents, AWS SageMaker, Data Governance, Compliance Management, Amazon Web Services, AI Workflows, AI Security, Governance, Agentic Workflows, Governance Risk Management and Compliance, Regulatory Compliance, MLOps (Machine Learning Operations), Prompt Engineering, Cloud Computing, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Software Development, Natural Language Processing
Advanced · Course · 1 - 3 Months

Coursera
Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Entry, Data Manipulation, Expense Management, Budgeting, Inventory Management System, Data Management, Data Visualization, Data Analysis, Business Analysis
★ 4.9 (545) · Beginner · Guided Project · Less Than 2 Hours