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| Section | Weight | Objectives |
|---|---|---|
| Intro to OCI AI Services | 20% | - OCI Vision - OCI Document Understanding - OCI Language - OCI Speech |
| OCI Generative AI and Oracle 23ai | 10% | - Discuss Oracle Vector Search - Describe OCI Generative AI Services - Discuss Autonomous Database Select AI |
| Intro to DL Foundations | 15% | - Discuss Deep Learning Fundamentals - Explain Convolutional Models (CNN) - Explain Sequence Models (RNN and LSTM) |
| Intro to AI Foundations | 10% | - Discuss AI Applications and Types of Data - Discuss AI Basics - Explain AI vs ML vs DL |
| Get started with OCI AI Portfolio | 15% | - Discuss OCI AI Infrastructure Overview - Discuss OCI AI Services Overview - Discuss OCI ML Services Overview - Explain Responsible AI |
| Intro to Generative AI and LLMs | 15% | - Discuss Large Language Models Fundamentals - Explain Prompt Engineering and Instruction Tuning - Explain Transformers Fundamentals - Discuss Generative AI Overview - Explain LLM Fine Tuning |
| Intro to ML Foundations | 15% | - Discuss Unsupervised Learning Fundamentals - Discuss Reinforcement Learning Fundamentals - Explain Machine Learning Basics - Discuss Supervised Learning Fundamentals
|
Question 1
How do Large Language Models (LLMs) handle the trade-off between model size, data quality, data size and performance?
A. They disregard model size and prioritize high-quality data only.
B. They ensure that the model size, training time, and data size are balanced for optimal results.
C. They focus on increasing the number of tokens while keeping the model size constant.
D. They prioritize larger model sizes to achieve better performance.
Question 2
What is the main function of the hidden layers in an Artificial Neural Network (ANN) when recognizing handwritten digits?
A. Storing the input pixel values
B. Providing labels for the output neurons
C. Capturing the internal representation of the raw image data
D. Directly predicting the final output
Question 3
Which feature is NOT available as part of OCI Speech capabilities?
A. Provides timestamped, grammatically accurate transcriptions
B. Transcribes audio and video files into text
C. Uses extensive data science experience to operate
D. Supports multiple languages including English, Spanish, and Portuguese
Question 4
What feature of OCI Data Science provides an interactive coding environment for building and training models?
A. Notebook sessions
B. Conda environment
C. Model catalog
D. Accelerated Data Science (ADS) SDK
Question 5
You are working on a multilingual public announcement system. Which AI task will you use to implement it?
A. Text to speech
B. Audio recording
C. Text summarization
D. Speech recognition
Solutions:
| Question 1 Answer: B | Question 2 Answer: C | Question 3 Answer: C | Question 4 Answer: A | Question 5 Answer: A |
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