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Last Updated: Sep 09, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Intro to Generative AI and LLMs | 15% | - Explain Transformers Fundamentals - Explain LLM Fine Tuning - Discuss Large Language Models Fundamentals - Discuss Generative AI Overview - Explain Prompt Engineering and Instruction Tuning |
| Topic 2: Get started with OCI AI Portfolio | 15% | - Discuss OCI AI Services Overview - Explain Responsible AI - Discuss OCI ML Services Overview - Discuss OCI AI Infrastructure Overview |
| Topic 3: Intro to DL Foundations | 15% | - Discuss Deep Learning Fundamentals - Explain Sequence Models (RNN and LSTM) - Explain Convolutional Models (CNN) |
| Topic 4: OCI Generative AI and Oracle 23ai | 10% | - Discuss Oracle Vector Search - Discuss Autonomous Database Select AI - Describe OCI Generative AI Services |
| Topic 5: Intro to ML Foundations | 15% | - Discuss Supervised Learning Fundamentals
- Discuss Reinforcement Learning Fundamentals - Explain Machine Learning Basics |
| Topic 6: Intro to AI Foundations | 10% | - Discuss AI Applications and Types of Data - Explain AI vs ML vs DL - Discuss AI Basics |
| Topic 7: Intro to OCI AI Services | 20% | - OCI Vision - OCI Speech - OCI Document Understanding - OCI Language |
Which feature of OCI Speech helps make transcriptions easier to read and understand?
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What would you use Oracle AI Vector Search for?
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You are training a deep learning model to classify images. What is the primary function of the convolutional layer?
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What are Convolutional Neural Networks (CNNs) primarily used for?
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Which AI domain can be employed for identifying patterns in images and extract relevant features?
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