AI technologies have revolutionized algorithmic trading by enabling the development of sophisticated and effective trading strategies. Today, there is an AI trading bot - https://algosone.ai/ai-trading/ that will help you minimize risks. Algorithms are trained on historical market data with known outcomes (labels) to predict future market movements. Methods include regression, decision trees, and support vector machines. Unsupervised learning is used to identify patterns or groupings in data without predefined labels. Methods such as clustering and dimensionality reduction help discover hidden patterns and correlations.