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: Model Deployment, Fraud detection, Feature Engineering, Exploratory Data Analysis, Model Evaluation, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Jupyter, Data Analysis, Data Preprocessing, Machine Learning
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Model Evaluation, Big Data, Predictive Modeling, Google Cloud Platform, Applied Machine Learning, Predictive Analytics, Machine Learning Software, Forecasting, Data Management, Machine Learning
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Open Web Application Security Project (OWASP), Threat Modeling, Kubernetes, Cloud-Native Computing, Public Key Infrastructure, Infrastructure Security, Application Security, Cloud Security, Vulnerability Assessments, Cloud Platforms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Self Service Technologies, Test Tools, Development Testing, Natural Language Processing
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Data Storage Technologies, Data Storage, File Systems, Information Management, Data Centers, Servers, Data Management, Disaster Recovery, Data Integrity, Infrastructure Architecture, Enterprise Architecture, Configuration Management, System Configuration, Scalability
Beginner · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Cloud Security, Cloud Computing, Cloud Deployment, Public Cloud, Cloud Infrastructure, Cloud Management, Firewall, Security Management, Identity and Access Management, Network Security, Network Administration, Cloud Storage, General Networking
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: SQL, Data Validation, Data Access, Query Languages, Data Mining, Data Analysis, Google Analytics
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Data Cleansing, Exploratory Data Analysis, Data Preprocessing, Data Manipulation, Data Transformation, Data Quality, Data Analysis, Data Visualization, Google Cloud Platform, Data Management
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Kubernetes, Google Cloud Platform, Network Security, Cloud Infrastructure, Cloud Platforms, Virtual Networking, Infrastructure Security, Cloud Computing
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Cloud Deployment, Docker (Software), Application Deployment, Code Review, Containerization, Serverless Computing, LLM Application, Google Cloud Platform, CI/CD, Application Development
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Threat Management, Microsoft Azure, Cloud Security, Data Security, Security Information and Event Management (SIEM), Data Structures, Microsoft Windows, Continuous Monitoring, Identity and Access Management, Query Languages
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Serverless Computing, Go (Programming Language), Google Cloud Platform, Cloud Development, Cloud Deployment, Cloud Computing, Functional Testing, Cloud Applications, Web Servers, Cloud Storage
Beginner · Project · Less Than 2 Hours