10.9 Median

10.10 Percentiles and Quantiles

10.11 IQR(Inter Quartile Range) and MAD(Median Absolute Deviation)

10.12 Box-plot with Whiskers

10.13 Violin Plots

10.14 Summarizing Plots, Univariate, Bivariate and Multivariate analysis

10.15 Multivariate Probability Density, Contour Plot

10.16 Assignment-1: Data Visualization with Haberman Dataset

#Module 11 : Linear Algebra

Section 11 is divided into sub sections

👉 11.1 Why learn it ?

👉 11.2 Introduction to Vectors(2-D, 3-D, n-D) , Row Vector and Column Vector

👉 11.3 Dot Product and Angle between 2 Vectors

👉 11.4 Projection and Unit Vector

👉 11.5 Equation of a line (2-D), Plane(3-D) and Hyperplane (n-D), Plane Passing through origin, Normal to a Plane

👉 11.6 Distance of a point from a Plane/Hyperplane, Half-Spaces

👉 11.7 Equation of a Circle (2-D), Sphere (3-D) and Hypersphere (n-D)

👉 11.8 Equation of an Ellipse (2-D), Ellipsoid (3-D) and Hyperellipsoid (n-D)

👉 11.9 Square ,Rectangle

👉 11.10 Hyper Cube,Hyper Cuboid

👉 11.11 Revision Questions

11.1 Why learn it ?

11.2 Introduction to Vectors(2-D, 3-D, n-D) , Row Vector and Column Vector

11.3 Dot Product and Angle between 2 Vectors

11.4 Projection and Unit Vector

11.5 Equation of a line (2-D), Plane(3-D) and Hyperplane (n-D), Plane Passing through origin, Normal to a Plane

11.6 Distance of a point from a Plane/Hyperplane, Half-Spaces

11.7 Equation of a Circle (2-D), Sphere (3-D) and Hypersphere (n-D)

11.8 Equation of an Ellipse (2-D), Ellipsoid (3-D) and Hyperellipsoid (n-D)

11.9 Square ,Rectangle

11.10 Hyper Cube, Hyper cuboid

11.11 Revision Questions

RevisionQuestions:

1. Define Point/Vector (2-D, 3-D, n-D)?

2. Howto calculate Dot productand angle between 2 vectors?

3. Define Projection, unit vector?

4. Equation ofaline(2-D), plane(3-D)and hyperplane(n-D)?

5. Distance ofa point froma plane/hyperplane, half-spaces?

6. Equation ofacircle(2-D), sphere(3-D)and hypersphere(n-D)?

7. Equation ofan ellipse(2-D),ellipsoid (3-D)and hyperellipsoid (n-D)?

8. Square, Rectangle, Hyper-cubeand Hyper-cuboid?