📊 Overview of Key Algorithms

Machine learning algorithms are the backbone of predictive modeling and data analysis. Here’s a breakdown of some popular ones:

📈 Linear Regression

A fundamental algorithm for predicting continuous outcomes.

Linear_Regression
Used in scenarios like forecasting sales or house prices.

🌳 Decision Trees

A tree-like model for decision-making based on features.

Decision_Trees
Great for classification and regression tasks.

🧠 Neural Networks

Inspired by the human brain, used for complex pattern recognition.

Neural_Networks
Commonly applied in image and speech processing.

🔄 Support Vector Machines (SVM)

Effective for high-dimensional data classification.

Support_Vector_Machines
Ideal for tasks like text categorization.

📚 Expand Your Knowledge

For deeper insights into machine learning concepts, visit our Machine Learning Tutorial section.

Note: All images and links are illustrative. For actual implementation, refer to the provided resources.