# Assignment Help With Linear Algebra

## Linear Algebra And Calculus Topics Which You Must Do!

Linear Algebra :

**R****n **as a vector space over **R**, subspaces of **R****n**, linear independence and linear span, standard basis for **R****n** and examples of different bases in **R2** and **R3**. Linear transformations from **R****n **to **R****m**, null space, range space, statement and illustration of the rank-nullity theorem, matrix of a linear transformation with respect to standard basis, matrices as linear transformations.Hermitian, unitary and normal matrices. **R****n **as a real inner product space (dot product), orthogonality, length of a vector, examples of orthonormal basis, Pythagoras’ theorem, Cauchy- Schwartz Inequality.

Real valued functions of one variable:

Limit and continuity of real valued functions of one variable, sum and product of continuous functions, sign preserving property for continuous functions, intermediate value theorem, extreme value theorem for continuous functions. Derivability of real valued functions of one variable, Rolle’s theorem, mean value theorem.

Calculus of several variables:

Definition and examples of sequences, open sets, closed sets, compact sets, connected subsets of **R****1 **and **R****2 **Limit and continuity for real valued functions on **R2**, differentiability of real valued functions on **R2**, directional derivatives and gradients for these functions. Statement of Taylor’s theorem for functions of two variables, Maxima and Minima of functions of two variables.

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The linear algebra concept was initially started in Europe by Rene Descartes in the year 1637. The new geometry called the Cartesian geometry, planes and lines are thus represented in the linear equations to make the calculations easy and flexible to remember. Study of the matrixes and determinants are never going to be an easy option for you, and moreover, the connection between the matrices and equations are surely going to make you crazy.

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**Recommended books:**

1. T. M. Apostol: Calculus, Volume 1, John Wiley and Sons (Asia) Pvt. Ltd., 2002.

2. R. G. Bartle and D. R. Sherbert: Introduction to real analysis, John Wiley and Sons (Asia) Pte. Ltd. 2000.

3. H. Anton, I Bivens and S. Davis: Calculus, John Wiley and Sons (Asia) Pvt. Ltd., 2002.

4. C. P. Simon and L. Blume: Mathematics for Economists, W W Norton and Company, 1994.

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