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: Looker (Software), Google Cloud Platform, SQL, Data Visualization Software, Data Transformation, Data Visualization, Big Data, Dashboard, Data Cleansing, Applied Machine Learning, Dashboard Creation, Data Access, Query Languages, Machine Learning, Model Evaluation, Model Training, Public Cloud, Data Processing, Cloud Platforms, Database Design
Beginner · Specialization · 3 - 6 Months

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

Skills you'll gain: Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Big Data, Tensorflow, Extract, Transform, Load, Query Languages, Apache Spark, Real Time Data, Data Processing, SQL, Data Integration, Unstructured Data, Apache Hadoop, Dashboard Creation, Data Warehousing, Metadata Management, Machine Learning Methods
Intermediate · Specialization · 3 - 6 Months

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

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

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

Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Google Cloud Platform, Data Processing, Extract, Transform, Load, Data Architecture, Software Design Patterns, Data Transformation, Analytics, Data Storage
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Model Optimization, Tensorflow, Model Deployment, Keras (Neural Network Library), Model Training, Google Cloud Platform, Exploratory Data Analysis, Business Metrics, Data Preprocessing, Data Quality, Model Evaluation, Data Pipelines, Data Cleansing, Machine Learning Methods, Scikit Learn (Machine Learning Library), Machine Learning, Deep Learning, Performance Tuning, Dataflow
Intermediate · Specialization · 3 - 6 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: 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: 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

Skills you'll gain: Dataflow, Real Time Data, Google Cloud Platform, Data Pipelines, Big Data, Data Storage Technologies, Data Processing, Data Import/Export, Advanced Analytics, Data Transformation, Scalability, Performance Tuning
Intermediate · Course · 1 - 3 Months