What are machine learning and artificial intelligence (AI), and how do they relate to Python programming?

Machine Learning and Artificial Intelligence (AI): Machine Learning (ML) and Artificial Intelligence (AI) are closely related fields in computer science, both focused on creating systems that can perform tasks without explicit programming. Here's an in-depth look at each: Artificial Intelligence (AI): - Definition: AI refers to the development of computer systems that can perform tasks that typically require human intelligence. These tasks include problem-solving, reasoning, understanding natural language, and recognizing patterns in data. - Key Characteristics: - AI systems aim to mimic human cognitive functions. - AI includes various subfields such as natural language processing (NLP), computer vision, and robotics. - AI applications range from virtual personal assistants (like Siri or Alexa) to self-driving cars and medical diagnostics. Machine Learning (ML): - Definition: ML is a subset of AI that focuses on the development of algorithms and models that allow computers to learn from and make predictions or decisions based on data. In ML, systems improve their performance on a specific task through experience (data). - Key Characteristics: - ML involves the use of statistical techniques to enable s....