Oracle Cloud Infrastructure Data Science Professional: Hands-on Workshop

This advanced hands-on workshop is designed for data scientists, ML engineers, and cloud professionals looking to develop and operationalize AI/ML models on Oracle Cloud Infrastructure (OCI). The course provides deep technical coverage of the Oracle Data Science platform, with extensive focus on the full machine learning lifecycle, model explainability, MLOps workflows, and integration with key OCI services.

Participants will gain practical experience using Oracle’s Accelerated Data Science (ADS) SDK, JupyterLab environments, AutoML, and custom Conda environments, while also deploying and monitoring jobs at scale. Delivered by Global Academy, an Oracle Approved Education Partner, the course prepares learners to build scalable, production-ready AI solutions in a secure enterprise cloud.

• Understand the architecture and core components of Oracle Data Science on OCI

• Configure and manage tenancies, networking, and authentication for data science environments

• Use JupyterLab with pre-configured Conda environments and integrate with OCI Vault and Git

• Apply the full machine learning lifecycle: data preparation, training, evaluation, and deployment

• Leverage Oracle AutoML, ADSTuner, and feature engineering tools

• Implement model explanation techniques using global and local explainers

• Use Model Catalog and serialization for repeatable deployments

• Apply MLOps best practices for scheduling, logging, and monitoring custom ML jobs

• Integrate with Spark, Data Flow, Data Labeling, AI Services, and Decision Intelligence on OCI

• Oracle-Accredited Official Training delivered by an Oracle Approved Education Partner

• Certificate of Completion issued by Global Academy, recognized by Oracle

• Official Oracle soft copy eKits with comprehensive course materials

• Hands-on practice using Oracle Cloud instance credentials

• Training delivered by highly qualified Oracle-certified consultants with real-world experience

• Live instruction with interactive Q&A, labs, and practical use cases

• Multilingual delivery available in English, Arabic, or French

• Flexible learning formats: Online live, classroom, or onsite

• Oracle international exam voucher with a 25% discount

• Up-to-date curriculum aligned with the latest Oracle Cloud innovations

• Personalized support and guidance throughout the learning journey