Machine Learning Algorithms Quiz

Which of the following is NOT a type of machine learning algorithm mentioned in the text?

Dimensionality reduction techniques aim to make data easier to visualize.

What is the primary goal of clustering algorithms?

In reinforcement learning, the model learns through trial and error using feedback in the form of ______ and ______.

What type of dataset is used in a supervised learning model?

Regression models in supervised learning work with discrete data.

What are labels used for in supervised learning?

In unsupervised learning, the model works on __________ datasets.

Match the following terms with their definitions:

Which of the following is an example of a supervised learning model?

Which of the following is NOT a stage of the AI Project cycle?

The Sustainable Development Goals (SDGs) aim to end poverty, protect the planet, and ensure peace and prosperity for all people.

Unsupervised learning helps in identifying relationships and patterns in data.

Name the 4Ws of problem canvases in the problem scoping stage.

What is a primary goal of unsupervised learning?

The two different approaches for AI modeling are _______ Based and Learning Based.

What is a characteristic of a Rule Based model?

In the Learning Based approach, the model does not modify itself according to changes in data.

What happens to a machine once it is trained under the Rule Based approach?

Match the AI modeling approaches with their definitions.

Which of the following is NOT a source for collecting reliable datasets?

Problem scoping is the final step in the AI project cycle.

What are the four parameters used to evaluate an AI model?

The process of acquiring data for an AI project is known as ______.

Match the following stages in the AI project cycle with their descriptions:

Which step comes immediately after Data Acquisition in the AI project cycle?

The 4Ws problem canvas helps in analyzing the people affected by a problem.

What is the main purpose of Data Modelling in the AI project cycle?

Which of the following accurately describes stakeholders in a problem?

Artificial Neural Networks require programmers to manually feed input features.

What is a key characteristic of every node in an Artificial Neural Network?

In rule-based AI modeling, the machine follows the rules defined by the ______.

Match the following AI modeling approaches with their characteristics:

What context should you consider when analyzing a problem?

Artificial Neural Networks are only useful for small datasets.

What is the primary difference between rule-based and learning-based AI?

What is the primary focus of a Learning Based Approach in AI?

An Artificial Neural Network consists of only one layer.

What is the purpose of the Hidden Layer in an Artificial Neural Network?

The goal of evaluation in an AI project cycle is to understand the ______ of the AI model.

Which of the following best describes an Input Layer in an Artificial Neural Network?

What does the Problem Statement Template help summarize?

Evaluation in AI is only necessary before deploying a model.

_______ learning techniques enable an agent to learn from its own actions and experiences in an interactive environment.

Dimensionality reduction techniques aim to decrease the number of dimensions in data.

Which of the following is NOT a characteristic of the data exploration stage?

Match the machine learning algorithms with their primary purpose:

What is the main aim of clustering algorithms?

Which of these is NOT a source for collecting reliable datasets?

The data exploration stage focuses on acquiring new data sources.

Data can be defined as a collection of ______ or ______ collected for reference and analysis.