Key Machine Learning Algorithms to Master in 2024
Many machine learning certification courses are available and accessible on the market, but finding the right one is the crucial first step. As machine learning continues to evolve, mastering the top algorithms can greatly enhance your career prospects in 2024. Here's a concise guide on the most essential machine learning algorithms you should focus on: 1. Linear Regression: Ideal for predicting numerical outcomes, such as sales or prices, based on continuous variables. It's fundamental for understanding relationships between variables. 2. Logistic Regression: Although named a regression, it's actually used for classification tasks, predicting discrete outcomes (like yes/no decisions) based on a probability calculated from input features. 3. Decision Trees: These models are intuitive and effective for classification and regression, using a tree-like model of decisions and their possible consequences. 4. Su...