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.

Google Cloud
Skills you'll gain: Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Data Processing, Systems Design, Extract, Transform, Load, Tensorflow, Data Architecture, Apache Spark, Big Data, Data Warehousing, Model Deployment, Data Infrastructure, Real Time Data, Data Integration, Data Security, Machine Learning Methods, Data Quality, Apache Hadoop
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Model Deployment, Google Cloud Platform, Dataflow, Dashboard Creation, Data Pipelines, Real Time Data, Data Warehousing, Big Data, Data Lakes, Dashboard, Cloud Engineering, Data Processing, Tensorflow, Data Infrastructure, Data Preprocessing, Apache Spark, Model Training, Applied Machine Learning, Cloud Storage, PySpark
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Pipelines, Google Cloud Platform, Real Time Data, Data Lakes, Dataflow, Data Warehousing, Dashboard Creation, Model Deployment, Big Data, Data Infrastructure, Tensorflow, Data Governance, Data Architecture, Dashboard, Extract, Transform, Load, Apache Spark, Cloud Engineering, Applied Machine Learning, Data Preprocessing, PySpark
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Extract, Transform, Load, Data Architecture, Tensorflow, Big Data, Data Warehousing, Apache Spark, Real Time Data, Data Processing, Data Integration, Unstructured Data, Dashboard Creation, Data Security, Machine Learning Methods, Applied Machine Learning, MLOps (Machine Learning Operations)
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Google Cloud Platform, Tensorflow, Dataflow, Data Pipelines, Data Import/Export, Data Lakes, Feature Engineering, Apache Kafka, Real Time Data, Dashboard Creation, Applied Machine Learning, Apache Spark, Dashboard, Data Warehousing, Big Data, Data Migration, Cloud Engineering, Extract, Transform, Load, Model Deployment, Data Governance
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Kubernetes, Application Deployment, Cloud Deployment, Google Cloud Platform, Identity and Access Management, Cloud-Native Computing, Scalability, Cloud Infrastructure, Authentications, Data Persistence, Capacity Management, Load Balancing, Data Storage, Cloud Security, Configuration Management, General Networking, Network Security
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Cloud API, Google Cloud Platform, Application Programming Interface (API), Natural Language Processing, Machine Learning, Application Development
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Dashboard, Data Presentation, Dashboard Creation, Data Visualization Software, Google Cloud Platform, Data Analysis, Data Management
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Apache Spark, Apache Hadoop, Google Cloud Platform, Data Processing, Command-Line Interface, Cloud Management, Cloud Computing
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Cloud Platform, Text Mining, Natural Language Processing, Cloud Platforms, Cloud API, Dependency Analysis, Unstructured Data, Analysis
Beginner · Project · Less Than 2 Hours

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: Big Data, Google Cloud Platform, Data Access, Data Store, SQL, Query Languages
Beginner · Project · Less Than 2 Hours