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Established
The Oracle Cloud Infrastructure (OCI) AI Foundations course aims to introduce beginners to AI and ML, with a specific focus on their practical applications within Oracle Cloud Infrastructure. You will gain a comprehensive overview of the AI landscape, the fundamentals of deep learning, and the role of generative AI and large language models (LLMs) in modern computing. Learn about OCI Generative AI Services, Oracle 23ai Vector Database, and other OCI AI Services, such as vision, speech, language, and document understanding, using a structured approach that is both effective and engaging.
After completing this course, you should be able to:
After completing this course, you should be able to:
- Describe the fundamentals of Generative AI and LLMs
- Differentiate between various machine learning and deep learning architectures
- Explore the Oracle AI stack, including infrastructure, data, ML, and AI services
- Describe OCI’s extensive AI tools portfolio and Generative AI services
- Analyze ML fundamentals, focusing on supervised and unsupervised learning techniques
- Examine deep learning through convolutional and sequence models such as CNNs, RNNs, and LSTMs
- Evaluate the capabilities and applications of Generative AI models and language frameworks
- Leverage OCI AI Services, OCI ML Services, OCI Generative AI, Oracle 23ai, and Oracle Select AI
- Distinguish between artificial intelligence, machine learning, and deep learning for real-world applications.
- Learn to deploy AI tools to automate and enhance various tasks.
- Leverage OCI AI services to address business challenges.
- Gain the ability to efficiently choose the best OCI AI service for a specific need.
- Cloud Family : OCI Hands-On Labs
