Difference with Statistics

Statistics is a branch of mathematics that deals with the collection, analysis, interpretation, presentation, and organization of data. It involves the use of mathematical tools and techniques to extract insights and make informed decisions based on data.

Machine learning, on the other hand, is a subfield of artificial intelligence that focuses on building models and algorithms that can learn patterns and make predictions from data. It involves the use of statistical methods, but also includes other techniques such as neural networks, decision trees, and reinforcement learning.

While statistics provides the foundation for machine learning, machine learning is a broader field that includes statistics and other techniques to build models that can make predictions and decisions based on data.