Different types of Machine Learning

Which type of Machine Learning algorithm uses labeled data for training and making predictions?

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Semi-Supervised Learning

Which type of Machine Learning algorithm is used when the data has no labels or target variable?

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Semi-Supervised Learning

Which type of Machine Learning algorithm focuses on learning through interaction with an environment and receiving rewards or penalties?

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Semi-Supervised Learning

Which type of Machine Learning algorithm combines both labeled and unlabeled data for training?

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Semi-Supervised Learning

Which type of Machine Learning algorithm is used for reducing the number of features or variables in a dataset?

• Classification

• Regression

• Clustering

• Dimensionality Reduction

Which type of Machine Learning algorithm is most suitable for identifying patterns in text documents or customer reviews?

• Classification

• Regression

• Clustering

• Natural Language Processing

Which type of Machine Learning algorithm is commonly used for predicting customer churn or fraud detection?

• Classification

• Regression

• Clustering

• Natural Language Processing

Which type of Machine Learning algorithm is used to recommend movies or products based on user preferences?

• Classification

• Regression

• Clustering

• Recommender Systems

Which type of Machine Learning algorithm is used to analyze and extract meaningful information from unstructured textual data?

• Classification

• Regression

• Clustering

• Natural Language Processing

Which type of Machine Learning algorithm is used to train a robot to navigate and perform tasks in a real-world environment?

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Semi-Supervised Learning