
Pragmatic AI Labs
Skills you'll gain: GitHub, Package and Software Management, Okta, Azure Active Directory, Security Assertion Markup Language (SAML), Enterprise Application Management, Single Sign-On (SSO), Git (Version Control System), Continuous Integration, CI/CD, Authorization (Computing), Role-Based Access Control (RBAC), Enterprise Security, Identity and Access Management, Apache Maven, User Provisioning, MLOps (Machine Learning Operations), Containerization, Security Strategy, Automation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dataflow, Data Pipelines, Real Time Data, Data Processing, Performance Tuning, Google Cloud Platform, Data Import/Export, File I/O, Business Logic, Data Transformation, Jupyter
Advanced · Course · 1 - 3 Months

Skills you'll gain: Model Optimization, Responsible AI, Data Ethics, Model Training, Model Deployment, Technical Design, Prompt Engineering, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Technical Communication, Communication, AI Workflows, MLOps (Machine Learning Operations), LLM Application, Apache Airflow, System Design and Implementation, Python Programming, CI/CD, SQL, AWS CloudFormation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Apache Kafka, Real Time Data, Performance Testing, Decision Intelligence, Performance Stress Testing, Scalability, Data Pipelines, Apache Spark, Verification And Validation, Data-Driven Decision-Making, Model Evaluation, Performance Tuning, Enterprise Architecture, System Monitoring, Service Level, Usability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Modeling, Performance Tuning
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Model Training, Java Programming, Java, Feature Engineering, Statistical Machine Learning, Machine Learning Algorithms, Model Optimization, Deep Learning, Data Pipelines
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Metadata Management, Extract, Transform, Load, Data Migration, Google Cloud Platform, Data Pipelines, Data Import/Export, Apache Airflow, Data Infrastructure, Data Sharing, Data Storage Technologies, Data Processing, Data Integration, IT Automation, Cloud Storage, Data Storage, Real Time Data, Data Transformation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Database Development, Data Maintenance, Java Programming, Data Store, Enterprise Application Management, Back-End Web Development, Data Access, Full-Stack Web Development, Program Development, Business Logic, Application Design, Frontend Integration, Server Side
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Data Processing, Serverless Computing, Real Time Data, Pandas (Python Package), Performance Tuning, File I/O, Jupyter, Data Transformation, SQL
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Google Cloud Platform, Real Time Data, Extract, Transform, Load, Big Data, Software Architecture, Data Processing, Cloud Services, Data Transformation, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Dataflow, Data Pipelines, Serverless Computing, Data Processing, Cloud Management, Identity and Access Management, Data Security, Authorization (Computing), Security Controls, Role-Based Access Control (RBAC), Data Transformation, Containerization, Data Storage Technologies, Interoperability
Intermediate · Course · 1 - 3 Months

Packt
Skills you'll gain: IntelliJ IDEA, Apache Maven, Integrated Development Environments, Version Control, Unit Testing, Eclipse (Software), Build Tools, Development Testing, Development Environment, Software Development Tools, Debugging, Git (Version Control System), Java, Application Development
Intermediate · Course · 1 - 3 Months