1: Explain the concept of a heap sort and its time complexity.
2: What is the significance of the birthday paradox in hash functions?
3: How do you implement a simple gradient descent algorithm?
4: What is the significance of a kernel in machine learning algorithms?
5: Describe the process of training a decision tree classifier.
6: Explain how to compute the convex hull of a set of points.
7: What is the difference between supervised and unsupervised learning in algorithms?
8: Describe how to use a backtracking algorithm to solve Sudoku puzzles.
9: What is a Lagrangian relaxation, and how is it used in optimization problems?
10: Explain the concept of a dual graph and its properties.
C is a general-purpose programming language that is widely used for system programming and application development.
C++ is a high-level programming language that supports object-oriented, procedural, and generic programming paradigms.
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A linked list is a linear data structure where each element is a separate object, and elements are linked using pointers.
A stack is a linear data structure that follows the Last In First Out (LIFO) principle, where elements are added and removed from the top.
Strings are sequences of characters used to store and manipulate text in programming, offering various operations for data handling.
Computer Networking refers to the practice of connecting computers and devices to share resources and information.
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Theory of Computation deals with understanding the capabilities and limitations of computers in solving problems.
HTML (HyperText Markup Language) is the standard markup language for documents designed to be displayed in a web browser.
The Internet of Things (IoT) is a network of interconnected devices that communicate and exchange data with one another.
