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.

Google Cloud
Skills you'll gain: Active Directory, Cloud Storage, Cloud Management, Google Cloud Platform, Cloud-Based Integration, Data Storage, Data Storage Technologies, Data Sharing, Data Maintenance
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Kubernetes, Scalability, Multi-Tenant Cloud Environments, Google Cloud Platform, Infrastructure Architecture, Cloud Management
Beginner · Project · Less Than 2 Hours

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

Skills you'll gain: Cloud Storage, Kubernetes, Cloud Management, Cloud Computing, Google Cloud Platform, Cloud Technologies, Cloud-Native Computing, Application Deployment
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Remote Access Systems, Firewall, Virtual Machines, Virtual Networking, Cloud Hosting, TCP/IP, Identity and Access Management, Proxy Servers
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Performance Metric, Predictive Modeling, Data-Driven Decision-Making, Failure Analysis, Statistical Analysis, Statistical Hypothesis Testing, Sampling (Statistics)
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Vector Databases, Embeddings, Google Cloud Platform, Query Languages, Database Management Systems, Generative AI, Data Store, Machine Learning
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Development Testing, Debugging, Software Development Life Cycle, Web Applications, Application Development, Google Cloud Platform, Application Lifecycle Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Integration Testing, Middleware, Enterprise Architecture, Process Driven Development, Business Process Automation, Software Installation, Process Modeling, System Configuration
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: MLOps (Machine Learning Operations), Computational Thinking, Systems Design, Software Architecture, Data Processing, Process Modeling, Code Reusability, Solution Design, Diagram Design, Process Mapping, Data Pipelines
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Regression Analysis, Financial Forecasting, Model Evaluation, Statistical Reporting, Forecasting, Data Presentation, Technical Communication, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, Variance Analysis, Statistical Methods, Statistical Analysis, Verification And Validation, Plot (Graphics), Reliability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Applications, Cloud-Native Computing, Application Development, Application Design, Google Cloud Platform, API Gateway, Application Programming Interface (API), Cloud API, Cloud-Based Integration, Serverless Computing, Authentications, AI Integrations, Identity and Access Management, Secure Coding, Node.JS, Event-Driven Programming, Authorization (Computing)
Intermediate · Course · 1 - 3 Months