Oracle Cloud Infrastructure Data Science Professional (2024): Hands-on Workshop Course Overview
Unlock the potential of data science in the cloud with the Oracle Cloud Infrastructure Data Science Professional (2024) hands-on workshop. This course is essential for data scientists, analysts, and IT professionals seeking to enhance their skills in cloud-based solutions, enabling them to leverage Oracle's advanced tools for effective data analysis and machine learning deployment.
Course outline & what you'll learn
Overview of OCI services
- Understanding the data science workflow in OCI
- Data ingestion techniques
- Data cleaning and preprocessing
- Exploratory data analysis using OCI tools
- Introduction to machine learning and AI
- Supervised vs. unsupervised learning
- Model evaluation metrics
- Using Oracle Machine Learning (OML) for Python
- Feature engineering and selection
- Model training and tuning using OCI
- Model deployment options in OCI
- Creating and managing REST APIs for models
- Monitoring and maintaining deployed models
- Visualizing data using Oracle Data Visualization
- Creating dashboards and reports
- Best practices for data storytelling
- Industry-specific applications of data science in OCI
- Hands-on projects with real datasets
- Collaborating in teams on data science challenges
- Ethical considerations in data science
- Emerging trends in cloud-based data science
- Resources for continued learning in OCI data science
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.