This article looks at machine learning techniques that help computers learn from data to make decisions like humans. There are three main types: supervised, unsupervised, and reinforcement learning. These techniques reduce risk in decision-making by finding patterns in data. Machine learning can automate tasks once they learn what to do. The article discusses techniques like classification and regression and reviews algorithms like Naive Bayes and random forest in detail.