Machine Learning
Explore the world of machine learning with our articles and tutorials.
Notes
- This page provides content related to Machine Learning.
- It includes articles and tutorials about machine learning concepts and techniques.
Key Machine Learning Concepts
Machine learning is a field focused on enabling computers to learn from data without being explicitly programmed. Here are some key concepts:
Supervised Learning
Training models on labeled data to make predictions or classifications.
Unsupervised Learning
Training models on unlabeled data to discover patterns and relationships.
Reinforcement Learning
Training models to make decisions based on rewards and penalties.
Model Evaluation
Assessing the performance of machine learning models using appropriate metrics.
Feature Selection
Selecting the most relevant features to improve model performance and reduce complexity.
Hyperparameter Tuning
Optimizing model parameters to achieve the best possible performance.
These concepts are fundamental to understanding and applying machine learning techniques.
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