How I Cleared the "Oracle Cloud Infrastructure 2024 Generative AI Professional" Exam
I have cleared the "Oracle Cloud Infrastructure 2024 Generative AI Professional" certification and want to share my experience on how the exam is and what to expect.
Exam Details
- Exam Code: 1Z0-1127-24
- Passing Score: 65%
- Number of Questions: 40
Preparation Strategy
The Oracle University course covers all the required details needed to pass the exam. Each topic has a demo associated with it, which helps to understand the concept. It is essential to complete the course before appearing for the exam.
Key Topics to Focus On
The exam mostly tests your knowledge on the following points:
- Encoder, Decoder: Understanding the mechanisms that process input data (encoder) and generate output data (decoder) in AI models.
- Prompting: Techniques for generating desired outputs from language models by providing specific input prompts. K -shot prompting can increase the accuracy and relevancy of the output.
- Prompt Engineering and Issues with Prompting: The art of crafting effective prompts and addressing common issues such as ambiguity and misinterpretation.The LLM can create hallucination output as well if trained with limited data.
- Hallucination: When AI models generate plausible but incorrect or nonsensical information, understanding its causes and mitigation strategies.
- LLM Applications: Practical applications of large language models in various industries and use cases.
- OCI Generative AI Service and Foundational Models: Utilizing Oracle Cloud Infrastructure’s Generative AI services and understanding the foundational models they offer. OCI AI cluster - Fine-tuning and Hosting cluster
- RAG (Retrieval Augmented Generation): Combining retrieval mechanisms with generative models to improve information accuracy and relevance.
- RAG Techniques and Pipeline: Implementing and optimizing RAG techniques in AI workflows.
- LangChain: A library that simplifies the development of applications using language models, supporting chaining multiple prompts together.
- OCI Generative AI Service Pricing: Understanding the cost structure of OCI Generative AI services to manage and optimize expenses effectively. Fine-tuning requires 2 and hosting needs 1 CPU cluster.
Handwritten Notes
While going through the Oracle University AI professional course, I have prepared handwritten notes which may help you to revise for the exam. I am attaching them below:
Conclusion
Clearing the "Oracle Cloud Infrastructure 2024 Generative AI Professional" exam requires a thorough understanding of the topics mentioned above. The Oracle University course is a comprehensive resource that, when completed, prepares you well for the exam. Good luck with your preparation!
Happy studying!
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