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: Dataflow, Google Cloud Platform, Real Time Data, Data Pipelines, Data Warehousing, Extract, Transform, Load, Data Lakes, Data Transformation, Model Deployment, Apache Airflow, Big Data, Tensorflow, Workflow Management, Data Governance, Dashboard, Apache Spark, Data Architecture, Data Processing, Metadata Management, Unstructured Data
Intermediate · Specialization · 3 - 6 Months

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

Skills you'll gain: Model Deployment, Google Cloud Platform, Data Lakes, Dataflow, Data Pipelines, Big Data, Tensorflow, Data Warehousing, Data Architecture, Unstructured Data, Extract, Transform, Load, Apache Spark, Data Infrastructure, Data Migration, Data Management, Metadata Management, Apache Hadoop, Applied Machine Learning, Real Time Data, MLOps (Machine Learning Operations)
Intermediate · Specialization · 3 - 6 Months

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

Google Cloud
Skills you'll gain: Data Pipelines, Dataflow, Google Cloud Platform, Extract, Transform, Load, Data Processing, Apache Hive, Data Integration, Apache Spark, PySpark, Serverless Computing, Apache Hadoop, Big Data, Data Migration, Data Transformation, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Responsible AI, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, Applied Machine Learning, Data Cleansing, Machine Learning, MLOps (Machine Learning Operations), Model Deployment, Data Pipelines, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Performance Tuning, AI Security, Data Transformation, Embeddings
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Data Transformation, Dataflow, Data Pipelines, Extract, Transform, Load, Data Lakes, Apache Kafka, Data Governance, Data Quality, Data Warehousing, MLOps (Machine Learning Operations), Apache Spark, Tensorflow, Data Infrastructure, Data Architecture, Data Migration, Big Data, Apache Airflow, Data Processing, Model Deployment
Intermediate · Professional Certificate · 3 - 6 Months

Google Cloud
Skills you'll gain: Cloud Infrastructure, Prompt Engineering, Identity and Access Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Infrastructure As A Service (IaaS), Authentications, Kubernetes, Cloud Security, Cloud Applications, Generative AI, Cloud Computing, Cloud Storage, Encryption, Security Controls, OAuth, Virtual Machines, Network Infrastructure, Threat Management, Data Security
Intermediate · Specialization · 3 - 6 Months

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

Google Cloud
Skills you'll gain: Kubernetes, Prompt Engineering, Google Cloud Platform, Cloud Infrastructure, Containerization, Infrastructure As A Service (IaaS), Generative AI, Capacity Management, Application Deployment, Identity and Access Management, Cloud Storage, Virtual Machines, Cloud Computing, Cloud Services, Cloud-Native Computing, CI/CD, Scalability, Application Development, Cloud Management, Cloud Security
Beginner · 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: Cloud Infrastructure, Google App Engine, Google Cloud Platform, Identity and Access Management, Kubernetes, Generative AI, Application Deployment, Cloud Applications, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Service Level, Cloud Storage, Microservices, Cloud Computing, Cloud Computing Architecture, Prompt Engineering, Cloud Services, Containerization, Serverless Computing, Terraform
Intermediate · Specialization · 3 - 6 Months