Lab courses can help you learn experimental design, data collection techniques, statistical analysis, and safety protocols. You can build skills in critical thinking, problem-solving, and precise documentation practices. Many courses introduce tools like laboratory software, data analysis programs, and equipment for conducting experiments, that support analyzing results and drawing conclusions.

Skills you'll gain: Application Deployment, Microservices, Google App Engine, Kubernetes, Cloud Infrastructure, API Design, Restful API, Google Cloud Platform, Cloud Computing Architecture, CI/CD, Cloud Computing, Cloud Storage, Cloud Security, Scalability, DevOps, Network Architecture, System Monitoring, Persona (User Experience), Service Level Agreement, User Requirements Documents
Advanced · Course · 1 - 3 Months

Skills you'll gain: Cloud Management, Google Cloud Platform, Cloud Development, Virtual Machines, Serverless Computing, Event-Driven Programming
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Kubernetes, Application Deployment, CI/CD, Google Cloud Platform, Cloud Applications, Cloud Management
Advanced · Project · Less Than 2 Hours

Duke University
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Statistics, Data Analysis, Probability & Statistics, Statistical Methods, Data Analysis Software, Statistical Software, R Programming, Sampling (Statistics), Probability Distribution
Beginner · Course · 1 - 3 Months

Skills you'll gain: Spring Boot, Application Deployment, Google Cloud Platform, Cloud Applications, Cloud Development, Key Management, Application Frameworks, Application Development, Java
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Cloud Platform, Data Processing, Document Management
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Big Data, Google Gemini, Data Processing, Identity and Access Management, Google Cloud Platform, LLM Application, Data Pipelines, Generative AI
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Gemini, Multimodal Prompts, Tool Calling, OpenAI, Cloud API, LLM Application, Prompt Engineering
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Google Cloud Platform, Artificial Intelligence, Image Analysis, LLM Application, Cloud API, Generative AI, Text Mining
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Dataflow, Google Cloud Platform, NoSQL, Cloud Storage, Data Pipelines, Data Integration, Data Storage Technologies, Data Processing, Big Data, Data Validation
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Generative Model Architectures, Tensorflow, Keras (Neural Network Library), Deep Learning, Natural Language Processing, Machine Learning
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Dataflow, Google Cloud Platform, Splunk, Data Pipelines, Cloud Storage, Kubernetes, Microservices, Event Monitoring
Intermediate · Project · Less Than 2 Hours