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Focusing on the foundational role of mathematical logic, this textbook delves into sparse estimation, emphasizing its significance in machine learning and data science. It presents complex mathematical problems and guides readers in developing Python programs to tackle these challenges. This approach aims to deepen understanding of the principles underlying data analysis, making it a valuable resource for both students and professionals looking to enhance their skills in this critical area.
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Sparse Estimation with Math and Python, Joe Suzuki
- Language
- Released
- 2021
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- (Paperback)
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- Title
- Sparse Estimation with Math and Python
- Subtitle
- 100 Exercises for Building Logic
- Language
- English
- Authors
- Joe Suzuki
- Publisher
- Springer Nature Singapore
- Released
- 2021
- Format
- Paperback
- Pages
- 256
- ISBN13
- 9789811614378
- Series
- Description
- Focusing on the foundational role of mathematical logic, this textbook delves into sparse estimation, emphasizing its significance in machine learning and data science. It presents complex mathematical problems and guides readers in developing Python programs to tackle these challenges. This approach aims to deepen understanding of the principles underlying data analysis, making it a valuable resource for both students and professionals looking to enhance their skills in this critical area.