Machine Learning Quiz

What is the primary goal of Artificial Intelligence (AI)?

• To replace human workers in all fields

• To enhance human intelligence

• To create robots that can perform physical tasks

• To automate intellectual tasks normally performed by humans

Which of the following is a type of Machine Learning?

• Data mining

• Supervised learning

• Statistical analysis

• Artificial intelligence

What does Machine Learning primarily rely on?

• Random guessing

• Human intuition

• Data and algorithms

• Explicit programming

In the context of Machine Learning, what does 'E' represent?

• Experience

• Execution

• Error

• Evaluation

Which of the following is an example of supervised learning?

• Clustering

• Customer segmentation

• Email spam detection

• Market basket analysis

What is the purpose of the Data Wrangling step in the Machine Learning Life Cycle?

• To analyze the data using algorithms

• To deploy the final model

• To clean and convert raw data into a usable format

• To gather data from various sources

Which type of learning involves feedback-based learning?

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Deep Learning

What is the main focus of Unsupervised Learning?

• Classifying data into predefined categories

• Predicting outcomes based on past data

• Finding hidden patterns in unlabeled data

• Using labeled data to train models

Which of the following is NOT a step in the Machine Learning Life Cycle?

• Data Analysis

• Train Model

• Data Preparation

• Data Visualization

What is the outcome of the Data Analysis step?

• To clean the data

• To build a machine learning model

• To gather data from various sources

• To deploy the model