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: Google Gemini, Gemini, Generative AI, Google Cloud Platform, Application Development, Cloud Development, Prompt Patterns, Software Development Tools
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Model Optimization, Simulations, Plot (Graphics)
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Pipelines, Data Processing, Data Store, Machine Learning Methods, Keras (Neural Network Library), Data Transformation, Model Evaluation, Applied Machine Learning, Machine Learning, Statistical Methods
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Command-Line Interface, Data Lakes, Google Cloud Platform, Cloud Management, Metadata Management, Cloud API, Data Analysis
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Cloud Management, Google Cloud Platform, Operational Databases, Data Management, Database Management, NoSQL, Data Storage Technologies, Capacity Management, Data Integrity, System Monitoring, Disaster Recovery, Scalability
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

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Generative AI, Virtual Networking, AI Workflows, General Networking, Network Architecture
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Apache, Cloud Management, System Monitoring, Virtual Machines, Event Monitoring, Web Servers, Dashboard Creation, System Configuration, Cloud Infrastructure
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Authorization (Computing), Devops Tools, Proxy Servers, Role-Based Access Control (RBAC), Identity and Access Management, System Configuration, Disaster Recovery, Configuration Management, Cryptographic Protocols, Data Centers, Distributed Computing, Security Controls, Key Management, Service Management, Data Store, Authentications, Encryption, Scalability
Intermediate · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Productivity, Constructive Feedback, Meeting Facilitation, People Development, Strategic Thinking, Employee Coaching, Leadership and Management, Team Performance Management, Organizational Change, Time Management, Leadership Development, Prioritization, Team Leadership, Coaching, Change Management, Leadership, Drive Engagement, Professional Development, Team Management, People Management
Beginner · Course · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Gemini, Cloud Deployment, Google Cloud Platform, Gemini, AI Security, Cloud Security, Generative AI, Security Controls, System Configuration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Migration, Database Administration, Database Software, Google Cloud Platform, PostgreSQL, Operational Databases, Data Validation, Data Integrity, Virtual Private Networks (VPN)
Beginner · Project · Less Than 2 Hours