Alibaba ACA Generative AI Engineer Certification Exam Sample Questions

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Alibaba ACA Generative AI Engineer Sample Questions:

01. Which type of AI possesses the ability to understand, learn, and apply knowledge across a wide range of tasks at a level comparable to human intelligence?
a) Artificial Superintelligence (ASI)
b) Artificial General Intelligence (AGI)
c) Artificial Narrow Intelligence (ANI)
d) Universal Aritificial Intelligence (UAI)
 
02. What is the purpose of a learning rate in neural networks?
a) To determine how quickly the model adapts to the training data
b) To measure model accuracy
c) To visualize the dataset
d) To reduce overfitting
 
03. Which technique is most commonly used in modern NLP tasks?
a) Support Vector Machines
b) Transformers
c) Decision Trees
d) K-Nearest Neighbors
 
04. Which AI technology focuses on developing algorithms that improve with experience?
a) Genetic Algorithms
b) Deep Learning
c) Machine Learning
d) Evolutionary Programming
 
05. What are the "three abilities" AI systems should possess according to the conceptual model?
a) Perception, Reasoning, Action
b) Cognition, Learning, Implementation
c) Recognition, Analysis, Execution
d) Visualization, Reasoning, Action
 
06. Which of the following are key performance metrics used to evaluate AI models?
(Select TWO)
a) Precision
b) Encryption Rate
c) Recall
d) Gradient Descent
 
07. Which types of AI are based on their capabilities and level of intelligence?
a) Universal Aritificial Intelligence (UAI)
b) Artificial Superintelligence (ASI)
c) Artificial General Intelligence (AGI)
d) Artificial Narrow Intelligence (ANI)
 
08. What is the main benefit of using cloud platforms for deploying AI models?
a) Increased Security
b) Improved Accuracy
c) Scalability and Flexibility
d) Reduced Dataset Size
 
09. Which characteristics distinguish Generative AI and LLMs from traditional AI systems?
a) Ability to generate creative and grammatical text
b) Limitation to specific domains
c) Training on large, diverse datasets
d) Dependence on pre-programmed rules
 
10. What is a common role of Generative AI in healthcare applications?
a) Disease Prediction
b) Synthetic medical image generation
c) Speech Recognition
d) Reinforcement Learning

Answers:

Question: 01
Answer: b		 Question: 02
Answer: a		 Question: 03
Answer: b		 Question: 04
Answer: c		 Question: 05
Answer: a
Question: 06
Answer: a, c		 Question: 07
Answer: b, c, d		 Question: 08
Answer: c		 Question: 09
Answer: a, c		 Question: 10
Answer: b

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