Machine learning essentials

Machine learning is essential in the field of web development. It plays a crucial role in enhancing the user experience, improving website functionality, and enabling personalized recommendations. In this section, we will delve into the importance of machine learning for web development and explore its various aspects – for example, a recommendation system for an e-commerce website that suggests products based on user browsing history and purchase patterns. This will help you understand how machine learning algorithms analyze data to provide personalized recommendations.

What is machine learning?

First and foremost, let’s define machine learning. It is a branch of AI that enables computers to learn and make predictions or decisions without being explicitly programmed. This ability to learn from data and improve over time is what makes machine learning so powerful in the context of web development.

So, how does machine learning work...