Machine Learning Algorithms

Machine learning algorithms are computer programs that can automatically learn from data and make predictions or decisions based on that learning.

These algorithms are designed to identify patterns and relationships within large datasets, and then use that knowledge to make accurate predictions or classifications for new data.

Followings are some subheading of Machine Learning Algorithms

• Supervised learning algorithms
• Unsupervised learning algorithms
• Semi-supervised learning algorithms
• Reinforcement learning algorithms
• Deep learning algorithms
• Decision tree algorithms
• Bayesian algorithms
• Ensemble learning algorithms
• Dimensionality reduction algorithms
• Clustering algorithms
• Neural network algorithms
• Support vector machine (SVM) algorithms
• Random forest algorithms
• Gradient boosting algorithms
• Association rule learning algorithms
• Instance-based learning algorithms
• Regularization algorithms
• Optimization algorithms
• Transfer learning algorithms
• AutoML (Automated Machine Learning) algorithms