Image Credits:Nikolas Kokovlis/NurPhoto / Getty ImagesFollowing criticism of its AI tools—particularly for weak notification summaries—Apple on Monday outlined efforts to enhance its AI models by privately analyzing user data, supplemented with synthetic data.Apple to Boost AI Performance with Differential Privacy, Using Synthetic Data While Safeguarding User PrivacyApple explained that it will use a technique...
Python is a popular programming language used for data mining, among many other applications. Data mining involves the extraction of useful patterns and insights from large data sets, and Python provides a wide range of tools and libraries that make it well-suited for this task. Some of the popular Python libraries used for data...
Team work on analysing data to provide the best responses. Credit: PexelsData analysis is the process of systematically examining and interpreting data using statistical and logical methods to uncover patterns, relationships, and insights. The purpose of data analysis is to make sense of large and complex datasets and derive meaningful conclusions from them.Data analysis involves various steps, including data...
