Oracle Cloud Infrastructure Data Science Professional(2023): Hands-on Workshop Course Overview
The Oracle Cloud Infrastructure Data Science Professional course equips participants with essential skills in data science using Oracle's powerful cloud tools. Designed for data analysts, data engineers, and aspiring data scientists, this hands-on workshop fosters practical experience, enabling professionals to harness data for impactful decision-making and innovation in various industries.
Course outline & what you'll learn
- Introduction to Oracle Cloud Infrastructure (OCI)
Overview of OCI Services
- Understanding Cloud Concepts
- Data Science Fundamentals
- Key Concepts in Data Science
- Introduction to Machine Learning and AI
- Oracle Cloud Infrastructure for Data Science
- OCI for Data Science Overview
- Setting Up an OCI Account
- Data Preparation and Exploration
- Data Ingestion Techniques
- Data Cleaning and Transformation
- Exploratory Data Analysis (EDA) with OCI Tools
- Building Machine Learning Models
- Introduction to Oracle Machine Learning
- Model Selection and Training
- Hyperparameter Tuning
- Model Evaluation and Validation
- Performance Metrics for Machine Learning
- Cross-Validation Techniques
- Deployment of Machine Learning Models
- Deploying Models on OCI
- Monitoring and Managing Deployed Models
- Advanced Data Science Techniques
- Introduction to Deep Learning
- Natural Language Processing (NLP) with OCI
- Real-World Use Cases and Projects
- Case Studies in Various Industries
- Hands-on Project Implementation
- Best Practices and Governance in Data Science
- Ethical Considerations in AI
- Data Privacy and Compliance
Conclusion and Next Steps
- Resources for Continued Learning
- Certification and Professional Opportunities
Why train with Traincrest
This Oracle course is delivered by Traincrest's certified instructors, live online or in the classroom, with hands-on labs and a 98% exam success rate. Trusted by 500+ companies and 50,000+ students worldwide.