What is the process of acquiring new understanding, knowledge, behaviors, skills, values, attitudes, and preferences?

• b. Learning

• a. Teaching

• d. Memorizing

• c. Observing

What is the ability possessed by humans, animals, and some machines?

• d. Eating

• b. Learning

• a. Thinking

• c. Sleeping

What are the stages of the PACT learning cycle?

• d. Prepare, Assess, Change, Teach

• b. Procure, Apply, Consider, Transform

• c. Practice, Analyze, Create, Test

• a. Plan, Act, Check, Train

What is one of the career opportunities in the field of Machine Learning and AI with an average salary of INR 8.9 Lakhs per annum?

• d. Big Data Engineer

• c. Robotics Scientist

• b. AI Data Analyst

• a. Data Scientist

What is the study of methods for programming computers to learn?

• a. Data Analysis

• b. Machine Learning

• c. Web Development

• d. Graphic Design

What is the principal application for TensorFlow?

• Speech recognition

• Natural language processing

• Neural networks

• Image recognition

What is the disadvantage of PyTorch compared to TensorFlow?

• Runs dramatically slower than other frameworks utilizing CPUs/GPUs

• Not commercially supported

• Steep learning curve compared to TensorFlow

• Not very toolable

What is the purpose of data preparation in machine learning projects?

• To understand consumers and the market

• To clean and transform raw data

• To make accurate predictions

• To gather and combine raw data

What is the significance of feature engineering in machine learning?

• To fill incomplete fields in the datasets

• To convert string values into numeric form

• To split the data into training and evaluation sets

• To build an enhanced predictive model with accurate predictions

What is the type of data that consists of measurements taken at regular intervals over a period of time?

• Numeric data

• Categorical data

• Time-series data

• Text data