1: Explain how to use Principal Component Analysis (PCA) for feature extraction.
2: What are the characteristics of a Gaussian mixture model?
3: Describe how to implement an algorithm for optimal transport.
4: What is the significance of the AdaBoost algorithm in ensemble learning?
5: Discuss the role of transfer learning in machine learning.
6: Explain the significance of the ROC curve in classifier evaluation.
7: What is the concept of overfitting in machine learning, and how can it be mitigated?
8: Describe the significance of hyperparameter tuning in machine learning.
9: How do you implement a recommender system using collaborative filtering?
10: Explain the role of a convolutional neural network (CNN) in image processing.
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.
