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: Data Preprocessing, Model Evaluation, Applied Machine Learning, Feature Engineering, Data Transformation, Big Data, Google Cloud Platform, Analytics, Data Manipulation, Predictive Analytics, Model Training, Predictive Modeling, Machine Learning, Data Access, Exploratory Data Analysis, SQL
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Google Cloud Platform, Cloud Security, Cloud Deployment, Public Cloud, Cloud Infrastructure, Cloud Solutions, Cloud Management, Firewall, Security Management, System Configuration, Security Controls, Network Security, Cloud Storage, General Networking
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Database Management, Data Migration, Apache Cassandra, Docker (Software), Databases, Operational Databases, Containerization, Database Application, Application Deployment, Data Import/Export, Cloud Deployment
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Identity and Access Management, User Accounts, User Provisioning, Authorization (Computing), Cloud Management, Google Cloud Platform, Role-Based Access Control (RBAC), Cloud Computing, Cloud Infrastructure, Software Installation, Network Analysis
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Query Languages, Database Design, Data Processing, Database Management, SQL, Google Cloud Platform, Databases, Performance Tuning, Google Analytics
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Virtual Private Networks (VPN), Virtual Networking, General Networking, Google Cloud Platform, Network Infrastructure, Interoperability, Network Routing, Wide Area Networks
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Microsoft SQL Servers, Servers, Cloud Computing, Cloud Hosting, Cloud Management, Server Administration, Microsoft Servers, Cloud Infrastructure, Windows Servers, Remote Access Systems, Infrastructure As A Service (IaaS), Virtual Machines, Cloud Deployment, Virtualization and Virtual Machines, User Accounts, User Provisioning, Microsoft Windows
Beginner · Project · Less Than 2 Hours

KodeKloud
Skills you'll gain: MLOps (Machine Learning Operations), Apache Kafka, Data Governance, Apache Airflow, Data Architecture, Apache Spark, Real Time Data, Extract, Transform, Load, Data Processing, Data Pipelines, Scalability, DevOps, Distributed Computing, Feature Engineering, CI/CD, Model Training, Pandas (Python Package), Data Transformation, Continuous Integration
Beginner · Course · 1 - 4 Weeks

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

Google Cloud
Skills you'll gain: Model Evaluation, Google Cloud Platform, Cloud Computing, Generative AI
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Apache Spark, Google Cloud Platform, Cloud Management, Apache Hadoop, Cloud Computing
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Terraform, Load Balancing, Infrastructure as Code (IaC), Cloud Storage, Google Cloud Platform, Cloud Hosting, Network Routing
Intermediate · Project · Less Than 2 Hours