Build a clear understanding of AI fundamentals and Oracle Cloud Infrastructure AI capabilities with 120 original practice questions arranged into two separate 60-question tests. This course is designed for learners preparing for OCI AI Foundations Associate 1Z0-1122-26 who want to practice decisions, interpret short scenarios, and understand the reasoning behind an answer.

The questions cover six areas: AI problem framing and responsible use; machine learning methods and evaluation; deep learning and neural architectures; generative AI and agent foundations; OCI pretrained AI services; and the OCI AI platform and database capabilities. Each test includes questions from every area. The allocation is selected for balanced practice and is not a claim about official exam percentages.

Work through examples involving supervised and unsupervised learning, reinforcement learning, data leakage, appropriate dataset splits, classification metrics, neural-network operations, transformers, prompting, and agent tools. The OCI scenarios ask you to distinguish Language, Speech, Vision, Document Understanding, and Data Science capabilities. Current database topics include AI Vector Search, Private Agent Factory, Select AI Agent, and the Autonomous AI Database MCP Server.

Every question has four answer choices, one best answer, and an explanation for every choice. The feedback explains both the intended reasoning and why the alternatives do not satisfy the scenario. Short numerical questions help you check concepts such as precision, recall, mean absolute error, batches per epoch, and a neuron's weighted sum. References point to primary learning material and documentation for further study.

Use your first attempt to identify gaps, review the explanations, revisit the linked material, and then attempt the second test. Each practice test allows 100 minutes and uses a 70 percent practice passing threshold. These are course study settings, not a statement of the official exam duration or passing score. No programming environment or paid OCI tenancy is required to answer the questions, although exploring the official labs can deepen your understanding.

This is independent preparation material created by Cloudpuz Academy. It is not an official Oracle course, is not endorsed by Oracle, and does not contain recalled examination questions or exam dumps. It offers practice tests and written explanations rather than video lectures or hands-on lab grading. Completing these tests does not guarantee certification; use the current official exam information and learning path alongside your preparation.