Machine learning is a field of study that focuses on the development of algorithms that can learn from data and make predictions or decisions based on that data. Machine learning is used in many applications, such as image and speech recognition, natural language processing, and autonomous vehicles. Popular machine learning frameworks include TensorFlow, PyTorch, and scikit-learn. See our portfolio An integrated development environment (IDE) is a software tool that provides comprehensive facilities for software development. IDEs typically include a code editor, debugger, and compiler, as well as other tools for managing code, testing, and deployment. Examples of IDEs include Visual Studio, Eclipse, and IntelliJ IDEA.