| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 正題名/作者: |
Math for scientists/ by Natasha Maurits, Branislava Ćurčić-Blake. |
| 其他題名: |
refreshing the essentials / |
| 作者: |
Maurits, Natasha. |
| 其他作者: |
Ćurčić-Blake, Branislava. |
| 出版者: |
Cham :Springer International Publishing : : 2023., |
| 面頁冊數: |
xviii, 309 p. :ill. (some col.), digital ;24 cm. |
| 內容註: |
Preface -- Numbers and mathematical symbols: natural, rational, irrational and complex numbers/complex plane: formula reading, often used symbols in mathematical formulas -- Equations: equalities and inequalities: expansions, series: fractional equations: equation solving techniques: various rules (such as Cramer's rule) to solve equations: introduction to basic functions (e.g. square, square root) -- Trigonometry: trigonometric ratios, angles: trigonometric functions (sin, cos, tan) and their complex definitions: epicycles: Fourier series and transform -- Vectors: geometric interpretation of vectors: vector addition/subtraction, scalar multiplication: projections: inner product (including related aspects such as correlation, independence and orthogonality) -- Matrices: basic matrix manipulations e.g. multiplication and inversion with examples such as the Jacobian, affine transformation, and rotation: Principal Component analysis in matrix notation -- Differentiation: limits and infinity: continuity of a function: the differential: basic differentiation rules: partial differential equations: introduction to dynamic systems -- Integration: explanation in terms of antiderivatives and area under the curve: basic integration rules: convolution -- statistics -- differential equations. |
| Contained By: |
Springer Nature eBook |
| 標題: |
Mathematics. - |
| 電子資源: |
https://doi.org/10.1007/978-3-031-44140-0 |
| ISBN: |
9783031441400 |