
Skills you'll gain: PySpark, Apache Spark, Apache Hadoop, Data Pipelines, Big Data, Data Processing, Distributed Computing, Data Analysis Expressions (DAX), Data Integration, Data Transformation, SQL, Data Manipulation, Data Cleansing
Intermediate · Course · 1 - 3 Months

Pearson
Skills you'll gain: Amazon CloudWatch, AWS CloudFormation, Amazon Web Services, Cloud Development, Application Development, CI/CD, Infrastructure as Code (IaC), Containerization, Application Programming Interface (API), Application Performance Management
Intermediate · Course · 1 - 4 Weeks

Illinois Tech
Skills you'll gain: Big Data, NoSQL, Apache Hadoop, Apache Kafka, Apache Spark, Real Time Data, Apache Cassandra, Data Ethics, Apache Hive, MongoDB, Data Storage Technologies, Data Lakes, Databases, Data Processing, Distributed Computing, Cloud Computing, Scalability
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AWS SageMaker, Applied Machine Learning, Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Classification And Regression Tree (CART), Python Programming, Prototyping
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Kubernetes, Docker (Software), Application Deployment, Microservices, Containerization, Google Cloud Platform, Cloud Computing, Cloud Infrastructure
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Infrastructure as Code (IaC), Amazon Web Services, Amazon Elastic Compute Cloud, Cloud Infrastructure, AWS Identity and Access Management (IAM), CI/CD, Continuous Deployment, GitHub, Cloud Security, Configuration Management, Version Control
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative AI Agents, Google Gemini, OpenAI, Responsible AI, Performance Tuning, Large Language Modeling, Software Development Tools, Code Review, Application Deployment, Software Documentation, Software Engineering, Artificial Intelligence, AI Personalization, Software Development, Software Quality Assurance, Debugging, Automation
Intermediate · Specialization · 3 - 6 Months

Pearson
Skills you'll gain: Amazon Web Services, Cloud Computing, Cloud Platforms, Cloud Services, Public Cloud, Application Development
Intermediate · Course · 1 - 4 Weeks

Simplilearn
Skills you'll gain: Amazon Bedrock, Generative AI, Software Development Tools, Code Review, Application Development, Computer Programming Tools, Prompt Engineering, Maintainability, Integrated Development Environments, Software Quality (SQA/SQC), Software Technical Review, Artificial Intelligence, Debugging
Beginner · Course · 1 - 4 Weeks

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

Skills you'll gain: Big Data, Data Processing, Data Analysis, Analytics, Data Lakes, Data Warehousing, Apache Spark, Data Storage Technologies, Apache Hadoop, Real Time Data, Distributed Computing
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Machine Learning, Applied Machine Learning, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Data Collection, Human Factors, Experimentation, Data Validation, Performance Tuning, Data Quality, Statistical Analysis
Intermediate · Course · 1 - 3 Months