Quiz ML Sprint

What is Social Network Analysis (SNA) primarily concerned with?

• The development of new social media platforms

• Marketing strategies on social media

• The structure of relationships in a network

• he content of posts on social media

In Social Network Analysis, what does a 'node' typically represent?

• A statistical anomaly

• A marketing campaign

• An individual or an entity

• A coding error

Which of the following is NOT a typical measure in Social Network Analysis?

• Centrality

• Density

• Diameter

• Temperature

What does the term 'edge' refer to in the context of Social Network Analysis?

• The margin of the network

• The connections or relationships between nodes

• A unique characteristic of a node

• The cutting-edge technology used in analysis

In the context of Social Network Analysis, what does 'degree centrality' measure?

• The total number of posts a node has made

• The number of direct connections a node has

• The average length of connections a node has

• The influence of a node on social media advertising

Which of the following is a key advantage of Social Network Analysis?

• It allows for the creation of new social networks

• It provides an understanding of the interconnections within a network

• It guarantees the popularity of a social media post

• It predicts the financial success of a company

In a social network, what does a 'clique' refer to?

• An algorithm used for network analysis

• A group of nodes that are highly interconnected

• A group of nodes that have no connections with each other

• A specific type of social media platform

In Social Network Analysis, what does 'betweenness centrality' represent?

• The most popular node in the network

• The node that has connections with the maximum number of other nodes

• The node that acts as a bridge between different parts of the network

• The node with the most direct connections

What is the main purpose of using CLIP in a Tweet Image Maker?

• To filter out inappropriate content

• To generate trending hashtags

• To recommend engaging images and hashtags for tweets

• To manage the user's social media account

What type of AI model is ClIP?

• Supervised learning model

• Unsupervised learning model

• Reinforcement learning model

• Multimodal learning model