Qwiklabs courses can help you learn cloud computing fundamentals, hands-on lab environments, and specific technologies like Google Cloud Platform and AWS. You can build skills in deploying applications, managing virtual machines, and utilizing container orchestration. Many courses introduce tools such as Terraform for infrastructure as code and Kubernetes for container management, demonstrating how these skills are applied in real-world cloud environments.

Skills you'll gain: Microservices, Google Cloud Platform, Cloud Applications, Spring Framework, Cloud Development, Spring Boot, Database Management, Databases, Software Architecture, Application Performance Management, Service Oriented Architecture, Configuration Management
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Model Evaluation, DevOps, Cloud Deployment, Continuous Deployment, Machine Learning, Continuous Integration, Automation, Data Pipelines
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Infrastructure, Identity and Access Management, Kubernetes, Google Cloud Platform, Prompt Engineering, Application Deployment, Cloud Storage, Containerization, Infrastructure As A Service (IaaS), Cloud Computing, CI/CD, Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Cloud Security, Cloud Management, Cloud Services, Load Balancing, Network Planning And Design
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Model Deployment, Dataflow, Data Pipelines, Google Cloud Platform, Real Time Data, Data Lakes, Data Import/Export, PySpark, Tensorflow, Data Governance, Apache Spark, Dashboard, Data Warehousing, Big Data, Extract, Transform, Load, Data Integration, Operational Databases, Unstructured Data, Metadata Management, Feature Engineering
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Prompt Engineering, Google Cloud Platform, Cloud Infrastructure, Identity and Access Management, Distributed Denial-Of-Service (DDoS) Attacks, Kubernetes, Cloud Security, Infrastructure As A Service (IaaS), Generative AI, Cloud Services, Containerization, Virtual Machines, Data Loss Prevention, Cloud Storage, Application Development, Security Management, Cloud Computing, Virtual Networking, Encryption, Malware Protection
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Cloud Infrastructure, Identity and Access Management, Kubernetes, Google Cloud Platform, Cloud Management, Prompt Engineering, Cloud Storage, Containerization, Infrastructure As A Service (IaaS), Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Cloud Services, Load Balancing, Application Deployment, Infrastructure as Code (IaC), Virtual Machines, Cloud Computing, Virtual Networking
Intermediate · Professional Certificate · 3 - 6 Months

Google Cloud
Skills you'll gain: Identity and Access Management, Cloud Infrastructure, Google Cloud Platform, Application Deployment, Cloud Applications, Kubernetes, Load Balancing, Cloud Management, Microservices, Infrastructure As A Service (IaaS), Cloud Security, CI/CD, Cloud Computing, Cloud Computing Architecture, Network Architecture, Data Storage, Platform As A Service (PaaS), Site Reliability Engineering, Service Level Agreement, Cloud Storage
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Site Reliability Engineering, Google Cloud Platform, Google App Engine, Identity and Access Management, Cloud Infrastructure, Kubernetes, Platform As A Service (PaaS), Firewall, Load Balancing, Cloud Services, Cloud Computing Architecture, Virtual Machines, Cloud-Native Computing, Cloud Management, Infrastructure as Code (IaC), Containerization, Cloud Computing, Serverless Computing, Virtual Networking, Cloud Applications
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Feature Engineering, Responsible AI, Tensorflow, Model Evaluation, Exploratory Data Analysis, Data Quality, Data Cleansing, Keras (Neural Network Library), Data Preprocessing, Google Cloud Platform, Machine Learning, Logistic Regression, Data Pipelines, Data Strategy, Model Deployment, Machine Learning Algorithms, Performance Tuning, Dataflow, Artificial Neural Networks, Applied Machine Learning
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Identity and Access Management, Prompt Engineering, Cloud Infrastructure, Google Cloud Platform, Google App Engine, Platform As A Service (PaaS), Kubernetes, Microservices, Containerization, Cloud Applications, Application Deployment, Cloud Computing, Infrastructure As A Service (IaaS), Generative AI, Cloud Security, Cloud-Native Computing, Data Storage, Cloud Services, Cloud Deployment, Infrastructure as Code (IaC)
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Kubernetes, Role-Based Access Control (RBAC), Identity and Access Management, Private Cloud, Google Cloud Platform, Cloud-Native Computing, Cloud Security, Network Troubleshooting, Network Security, Virtual Networking
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Identity and Access Management, Cloud Infrastructure, Kubernetes, Google Cloud Platform, Containerization, Cloud Applications, Load Balancing, Cloud Management, Infrastructure As A Service (IaaS), Cloud Engineering, Cloud Computing, Cloud Computing Architecture, Cloud Services, Application Deployment, Data Storage, Cloud Storage, Terraform, Cloud Deployment, Prompt Engineering, Infrastructure as Code (IaC)
Intermediate · Specialization · 3 - 6 Months