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.

Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Machine Learning, Development Environment, Collaborative Software, Exploratory Data Analysis
Beginner · Course · 1 - 4 Weeks
Universidad de los Andes
Skills you'll gain: User Story, Version Control, Test Automation, Software Testing, Git (Version Control System), Software Architecture, Continuous Integration, Test Driven Development (TDD), Maintainability, Test Script Development, JavaScript Frameworks, Acceptance Testing, Software Design, Regression Testing, Usability, Web Content Accessibility Guidelines, Angular, Agile Software Development, Application Design, Software Design Patterns
Credit offered
Mastertrack · 6 - 12 Months

Google Cloud
Skills you'll gain: Identity and Access Management, Cloud Security, Data Loss Prevention, Data Security, Continuous Monitoring, Payment Card Industry (PCI) Data Security Standards, Role-Based Access Control (RBAC), Encryption, Personally Identifiable Information, Firewall, Network Security, Security Management, Cloud Computing Architecture, Key Management, Virtual Private Networks (VPN), Virtual Networking, Google Cloud Platform
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Data Analysis, Big Data, Analytics, Applied Machine Learning, Model Evaluation, Predictive Modeling, Machine Learning
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: AI Security, Large Language Modeling, Open Web Application Security Project (OWASP), Application Security, Model Deployment, Security Controls, Security Software, Prompt Engineering, Data Security, Integration Testing, API Testing, Application Programming Interface (API), System Configuration
Beginner · Course · 1 - 3 Months

Skills you'll gain: Design Thinking, Innovation, Ideation, Active Listening, Organizational Structure, Data Storytelling, Brainstorming, Creativity, Intellectual Property, Business Modeling, User Research, Talent Management, Organizational Strategy, Business Strategy, Creative Thinking, Storytelling, Self-Awareness, Consumer Behaviour, Leadership, Emotional Intelligence
University Certificate · 6 - 12 Months

Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Open Source Technology, Google Cloud Platform, Model Evaluation, Data Quality
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Site Reliability Engineering, AWS Identity and Access Management (IAM), Amazon CloudWatch, Identity and Access Management, Infrastructure as Code (IaC), Cloud Security, Hybrid Cloud Computing, Cloud Computing, Cloud Computing Architecture, Service Level, Prometheus (Software), System Monitoring, Terraform, Multi-Cloud, Continuous Monitoring, Encryption, Ansible, Automation, Disaster Recovery
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Dataflow, Serverless Computing, Cloud Security, Identity and Access Management, Data Pipelines, Data Processing, Data Storage, Distributed Computing, Data Transformation, Interoperability
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Applications, Database Management, Operational Databases, Data Migration, Relational Databases, Cloud Storage, Application Deployment, Database Design, Terraform, Dataflow, System Monitoring
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: DevSecOps, Identity and Access Management, Cloud Security, Data Security, Encryption, Security Controls, Network Security, Cloud Computing Architecture, Virtual Networking, CI/CD, Key Management, Firewall, Continuous Monitoring
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing, Computing Platforms
Beginner · Course · 1 - 4 Weeks