Data Science and Artificial Intelligence Questions Solved for 2024 with Full Explanation

In the fast-paced world of technology, two terms have gained immense popularity and intrigue: data science and artificial Intelligence (AI). Both these fields have been transforming various industries and shaping the future of how we interact with machines and data.

Data Science and Artificial Intelligence

We have provided some solutions of GATE Data Science and Artificial Intelligence 2024 with Full Explanation.

Data Science is an interdisciplinary field that combines expertise from statistics, computer science, and domain knowledge to extract valuable insights and knowledge from structured and unstructured data.

GATE Data Science and Artificial Intelligence 2024 Question 20 with Full Explanation

It encompasses a range of techniques, including data cleaning, data preprocessing, data visualization, and machine learning algorithms. Data scientists play a pivotal role in understanding complex data patterns, making data-driven decisions, and predicting future trends.

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Artificial Intelligence, conversely, refers to the simulation of human intelligence in machines.

GATE Data Science and Artificial Intelligence 2024 Question 24 with Full Explanation

AI systems can learn from experience, adapt to new inputs, and perform tasks that typically require human intelligence, like speech recognition, natural language processing, and decision-making.

GATE Data Science and Artificial Intelligence 2024 Question 4 , 5 with Full Explanation

AI can be categorized into two types: Narrow AI (Weak AI) and General AI (Strong AI).

Narrow AI focuses on performing specific tasks with high precision and accuracy. Examples include virtual assistants like Siri and Alexa, recommendation systems, and autonomous vehicles.

GATE Data Science and Artificial Intelligence 2024 Question 22, 23 with Full Explanation

General AI which remains a theoretical concept, would be able to understand, learn, and apply knowledge across various domains, just like humans.

GATE Data Science and Artificial Intelligence 2024 Question 7, 9 with Full Explanation

GATE Data Science and Artificial Intelligence 2024 Question 33, 34 with Full Explanation

Data science focuses on the process of extracting, cleaning, and analyzing data to gain valuable insights, in contrast, AI involves creating intelligent systems that can carry out tasks autonomously, learn from their experiences, and enhance their performance as they gain more knowledge over time.

GATE Data Science and Artificial Intelligence 2024 Question 28, 29 with Full Explanation

GATE Data Science and Artificial Intelligence 2024 Question 17, 18 and 19 with Full Explanation

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GATE Data Science and Artificial Intelligence 2024 Question 22 with Full Explanation

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