Soal Koding & Kecerdasan Artifisial untuk SMA/SMK

What is the primary purpose of an algorithm?

• To store information in a database.

• To provide a clear set of instructions for solving a problem or completing a task.

• To create random data for testing purposes.

• To visualize data in a graphical format.

Explain the difference between supervised and unsupervised learning.

• Supervised learning is faster than unsupervised learning.

• Unsupervised learning requires more data than supervised learning.

• Supervised learning uses labeled data for training, while unsupervised learning uses unlabeled data to find patterns.

• Supervised learning is only used for classification tasks.

What programming language is commonly used for AI development?

• Ruby

• C++

• Java

• Python

Define the term 'machine learning'.

• Machine learning is a method of data analysis that automates analytical model building.

• Machine learning is a type of hardware used for data storage.

• Machine learning is a programming language for software development.

• Machine learning refers to the process of manual data entry.

What is the role of data in artificial intelligence?

• Data is primarily for user interface design in AI.

• Data is only used for storage in AI systems.

• Data is the foundation for training AI models, enabling them to learn patterns and make predictions.

• Data is irrelevant to AI development.

Describe a common application of neural networks.

• Speech recognition

• Natural language processing

• Game playing strategies

• Image recognition

What is the significance of Big O notation in programming?

• Big O notation measures the popularity of programming languages.

• Big O notation is used to define the syntax of programming languages.

• Big O notation indicates the number of lines in a program.

• Big O notation signifies the efficiency and scalability of algorithms in programming.

How does natural language processing work?

• Natural language processing only translates text into different languages.

• Natural language processing works by analyzing and understanding human language through algorithms and models.

• Natural language processing relies solely on human intuition and experience.

• Natural language processing is a method for generating random text without any analysis.

What are the ethical considerations in AI development?

• Fairness, transparency, privacy, accountability, safety, societal impact.

• Data collection

• User engagement

• Profit maximization

Explain the concept of recursion in programming.

• Recursion is a method where a function calls another function to solve a problem.

• Recursion is a technique where a function runs indefinitely without stopping.

• Recursion is a method where a function solves a problem by calling itself with smaller inputs until a base case is reached.

• Recursion involves using loops to repeat a function multiple times.