10.5 Histogram and Introduction to PDF(Probability Density Function)

10.6 Univariate Analysis using PDF

10.7 CDF(Cumulative Distribution Function)

10.8 Mean, Variance and Standard Deviation

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)