AI & ML Intro

which of the given language is not commonly used for AI?

• LISP
• PYTHON
• PERL
• PROLOG

Which type of learning can be used for clustering similar data points together?

• Supervised learning
• Unsupervised learning
• Reinforcement learning
• Semi-supervised learning

What is the purpose of exploratory data analysis (EDA) in manufacturing datasets?

• To develop machine learning models
• To clean and preprocess data
• To understand the data and its characteristics
• To validate the data

Who is known as the Father of AI?

• Alan Turing
• John McCarthy
• James Gosling
• Arthur Samuel

When dealing with a large dataset, which approach can be used to improve data cleaning efficiency?

• Manual inspection of each data entry
• Using regular expressions to identify patterns in text data
• Utilizing data cleaning libraries and automation tools
• Ignoring the data cleaning process for faster analysis

Which of the following techniques is commonly used in EDA for identifying missing values in manufacturing datasets?

• Data imputation
• Data smoothing
• Feature scaling
• Outlier detection

Which of the following is a real-world application of AI/ML in the manufacturing industry?

• Inventory management
• Agricultural farming
• Historical research
• Weather forecasting

Which function is used to add all the numbers in a range of cells?

• SUM
• AVERAGE
• COUNT
• MAX

Which Excel feature is used to perform statistical analysis on a range of data?

• What-If Analysis
• Goal Seek
• Data Tables
• Analysis ToolPak

Which of the following is used to plot a graph in Excel?

• Chart Wizard
• Data Manager
• Analysis ToolPak
• Conditional Formatting