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This single book will give you a deep understanding of matrix and vector operations and determinants, which are the foundations of data science.
Science and Engineering Mathematics Series
LINEAR ALGEBRA
Masato MURAKAMI / Ayako SUZUKI / Shinobu KOBAYASHI
Discover the elegance of solving systems of linear equations using inverse matrices.
What exactly are the eigenvectors and eigenvalues of a matrix?
What does it mean to diagonalize a matrix using its eigenvectors?
Working through the calculations yourself will deepen your understanding.
What is the Jordan canonical form of a matrix that cannot be diagonalized?
And what is the difference between a matrix and a determinant?
Explore Cramer's rule, born from the properties of determinants, and the insights it yields.
Clear explanations that will make everything fall into place.
A Thorough Examination of the Mechanism of Global Warming
Murakami Seminar Series
Is Carbon the Enemy of Humankind?
Masato MURAKAMI / Shinobu KOBAYASHI
Is CO₂ Really the Culprit Behind Global Warming?
Carbon dioxide (CO₂) is an essential gas for photosynthesis in plants, the foundation of the Earth's nutrient cycle, and the source of life for plants and animals alike. It is not the enemy of humankind.