Data Analysis from Scratch with Python Bundle

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This book offers a comprehensive introduction to data analysis by guiding readers through the essential concepts and techniques without relying on libraries or frameworks. It emphasizes building a solid foundation in statistical concepts and algorithms, allowing readers to understand the underlying mechanics of data analysis. Through practical examples and hands-on exercises, it encourages readers to develop their own data analysis tools from the ground up, making it suitable for beginners and those looking to deepen their understanding of data science fundamentals.