EDM
. What is the primary focus of data integration?
Combining data from different sources to provide a unified view
Which of the following is the branch of Artificial Intelligence?
a) Machine Learning
b) Cyber forensics
c) Full-Stack Developer
d) Network Design
a) Machine Learning
How can we identify and address issues within a dataset that might lead to biases or errors in AI models?
Data Cleaning
In AI, What type of learning involves identifying patterns in unlabeled data?
Unsupervised
How can data change over time, potentially impacting the performance of AI models trained on older data?
Concept Drift
What does the acronym GDPR stand for in the context of data management?
General Data Protection Regulation
What is the goal of Artificial Intelligence?
a) To solve artificial problems
b) To extract scientific causes
c) To explain various sorts of intelligence
d) To solve real-world problems
c) To explain various sorts of intelligence
What is the branch of AI focused on machines that can understand and reason about human language?
NLP (Natural Language Processing)
What is a technique for combining multiple AI models to improve overall performance?
Ensemble
What technique is used to artificially create new data points from existing data to improve model robustness and generalizability?
Data Augmentation
Which of the following is an example of unstructured data?
Email messages
Which of the following is an application of Artificial Intelligence?
a) It helps to exploit vulnerabilities to secure the firm
b) Language understanding and problem-solving (Text analytics and NLP)
c) Easy to create a website
d) It helps to deploy applications on the cloud
b) Language understanding and problem-solving (Text analytics and NLP)
What is the full form of “AI”?
a) Artificially Intelligent
b) Artificial Intelligence
c) Artificially Intelligence
d) Advanced Intelligence
b) Artificial Intelligence
What is a technique for preventing overfitting in machine learning models?
Reguralization
What malicious act involves manipulating training data to intentionally mislead an AI model?
Adversarial Attack
Which of the following is a common challenge in enterprise data management?
Data silos that prevent data sharing across departments
In how many categories process of Artificial Intelligence is categorized?
a) categorized into 5 categories
b) processes are categorized based on the input provided
c) categorized into 3 categories
d) process is not categorized
c) categorized into 3 categories
i) Sensing: Through the sensor taking in the data about the world
ii) Reasoning: Reasoning is thinking or processing the data sensed by the sensor.
iii) Action: On the basis of input and reasoning, acting is generating and controlling actions in the environment.
What is Artificial Intelligence?
a) Artificial Intelligence is a field that aims to make humans more intelligent
b) Artificial Intelligence is a field that aims to improve the security
c) Artificial Intelligence is a field that aims to develop intelligent machines
d) Artificial Intelligence is a field that aims to mine the data
c) Artificial Intelligence is a field that aims to develop intelligent machines
What is a challenge in NLP where a machine struggles to understand the context or sarcasm in human language?
Sentiment Analysis
How can we track the origin and transformation of data used in AI models, ensuring transparency and auditability?
Data Lineage/Provenance
What is the purpose of data archiving in EDM?
To securely store data that is no longer actively used but may be needed for future reference
Based on which of the following parameter Artificial Intelligence is categorized?
a) Based on functionally only
b) Based on capabilities only
c) Based on capabilities and functionally
d) It is not categorized
c) Based on capabilities and functionally
Who is the inventor of Artificial Intelligence?
a) Geoffrey Hinton
b) Andrew Ng
c) John McCarthy
d) Jürgen Schmidhuber
c) John McCarthy
What is a data structure used to represent relationships between entities?
Knowledge Graph
In AI, What type of learning involves labeled data for training?
Supervised