Machine Learning

What is the primary goal of Machine Learning?

• To program machines with fixed instructions.

• To enable machines to learn and improve their behavior like humans.

• To replace human workers with robots.

• To create machines that can only perform simple, repetitive tasks.

In the context of Machine Learning, what does "clustering" refer to?

• Identifying relationships between different types of data.

• Categorizing data into predefined groups.

• Grouping similar data points together without prior labels.

• Predicting future outcomes based on historical data.

Which type of machine learning involves providing explicit feedback (e.g., "correct" or "incorrect") to the machine during its learning process?

• Unsupervised Learning

• Semi-supervised Learning

• Supervised Learning

• Reinforcement Learning

What is the main objective of a regression algorithm in Machine Learning?

• To classify data into distinct categories.

• To find hidden patterns and structures in unlabeled data.

• To predict a continuous numerical value.

• To associate items based on their co-occurrence.