Machine learning and data analytics are closely related as both leverage data to derive insights and make predictions. Machine learning algorithms analyze data, identifying patterns that can inform decision-making or automation across various applications. Meanwhile, data analytics encompasses a broader scope, including descriptive, diagnostic, predictive, and prescriptive analytics, which aids organizations in understanding historical data and informing future strategies.