Veermata Jijabai Technological Institute Research Scholar Interview Questions, Process, and Tips

Data mining is the process of analyzing large datasets to discover patterns, trends, and insights.

• Data mining involves extracting useful information from large amounts of data

• It uses various techniques such as machine learning, statistics, and database systems

• Examples of data mining include market basket analysis, customer segmentation, and fraud detection

Machine learning is a branch of artificial intelligence that involves developing algorithms and models that allow computers to learn from and make predictions or decisions based on data.

• Machine learning uses algorithms to analyze data, learn from it, and make predictions or decisions without being explicitly programmed.

• It is used in various applications such as image recognition, natural language processing, and recomm...read more

Graph theory is a branch of mathematics that studies the properties of graphs, which are mathematical structures used to model pairwise relations between objects.

• Graph theory deals with the study of graphs, which consist of vertices (nodes) connected by edges (links).

• It is used in various fields such as computer science, social networks, transportation networks, and biology.

• Graph theory helps in solving problems like f...read more

BFS (Breadth First Search) and DFS (Depth First Search) are algorithms used in graph traversal to visit all the nodes in a graph.

• BFS explores all the neighbor nodes at the present depth prior to moving on to the nodes at the next depth level.

• DFS explores as far as possible along each branch before backtracking.

• BFS uses a queue data structure, while DFS uses a stack or recursion.

• Example: BFS can be used to find the shor...read more

Research is a systematic investigation to discover new knowledge or validate existing theories.

• Research involves a systematic process of collecting, analyzing, and interpreting information.

• It aims to discover new knowledge, solve problems, or validate existing theories.

• Research can be conducted in various fields such as science, social sciences, humanities, and more.

• Examples of research include conducting experiments,