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.

Vanderbilt University
Skills you'll gain: Retrieval-Augmented Generation, ChatGPT, Generative AI Agents, Prompt Patterns, Generative AI, Prompt Engineering, OpenAI, OpenAI API, Expense Management, AI Personalization, Expense Reports, Travel Arrangements, Tool Calling, Test Case, Human Computer Interaction, Interaction Design, Responsible AI, Human Centered Design, System Testing, Safety Assurance
★ 4.8 (803) · Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Model Training, Random Forest Algorithm, Model Optimization, Predictive Modeling, Model Evaluation, Python Programming, Performance Tuning, Classification Algorithms
★ 4.8 (645) · Advanced · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Responsible AI, AI Workflows, Generative AI, Agentic systems, API Design, API Gateway, Prompt Patterns, Restful API, Generative Model Architectures, Application Programming Interface (API), Multimodal Prompts, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Applications, Cloud Platforms, Machine Learning
Advanced · Specialization · 3 - 6 Months

Amazon Web Services
Skills you'll gain: AI Workflows, Generative AI, Model Deployment, Amazon CloudWatch, LLM Application, Prompt Engineering, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Amazon Web Services, Software Design, Application Frameworks, Deep Learning, System Monitoring, Cloud Computing, Software Development, Machine Learning, Natural Language Processing
Advanced · Course · 1 - 3 Months

Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, AWS SageMaker, Amazon Web Services, Model Evaluation, AWS Identity and Access Management (IAM), AI Enablement, Decision Intelligence, Prompt Engineering, AWS Kinesis, Large Language Modeling, AWS CloudFormation, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Data Processing, Cloud Computing, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Orchestration, LLM Application, Generative AI Agents, Agentic systems, Large Language Modeling, Image Analysis, Natural Language Processing, Computer Vision, Prompt Engineering, Context Engineering, API Design, Document Management, Python Programming
Intermediate · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Statistical Inference, Text Mining, Machine Learning Methods, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Distributed Computing, Probability Distribution, Algorithms
★ 4.7 (2.4K) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Threat Modeling, Network Security, Threat Management, Vulnerability Management, Intrusion Detection and Prevention, Hardening, Computer Security Incident Management, Security Management, Cyber Threat Intelligence, Security Awareness, Incident Response, Cybersecurity, Network Protocols, Endpoint Detection and Response, Bash (Scripting Language), Debugging, Linux, Web Presence, Python Programming, SQL
★ 4.8 (69K) · Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Debugging, Application Development, Artificial Intelligence, Generative AI
★ 4.8 (220) · Beginner · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Database Design, LLM Application, Data Migration, Generative AI, Database Development, AI Enablement, Dashboard Creation, Software Documentation, SQL, AI powered creativity, AI literacy, Artificial Intelligence, Database Management, Data Visualization, Large Language Modeling, Data Analysis, Automation
★ 4.8 (8.2K) · Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Cloud Deployment, Unit Testing, Software Development Life Cycle, CI/CD, Object-Relational Mapping, OpenShift, Istio, Kubernetes, Cloud-Native Computing, Node.JS, Cloud Infrastructure, Git (Version Control System), HTML and CSS, Server Side, Javascript, Front-End Web Development, Cloud Computing, Data Ethics, Data Import/Export, Software Development
★ 4.6 (61K) · Beginner · Professional Certificate · 3 - 6 Months

Amazon Web Services
Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, AI Orchestration, AI Integrations, Context Engineering, AI Security, Amazon Web Services, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Quality Assurance, Verification And Validation, Workflow Management, Context Management, Governance, Software Development, Cloud Computing, Natural Language Processing, Machine Learning
Advanced · Course · 1 - 3 Months