Oracle Cloud Infrastructure AI Foundations Cert Prep

Get up and running with AI and machine learning in Oracle Cloud Infrastructure (OCI). This course from Oracle University is designed to introduce beginners to practical applications of AI available in OCI. 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. Along the way, explore specific OCI tools and services, including OCI Generative AI, Oracle Database 23ai, and other OCI services, such as vision, speech, language, and document understanding.

Learning objectives

• Describe the fundamentals of generative AI and large language models (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, including OCI Generative AI and Oracle Database 23ai.
  

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