Lecture 1 - Installation of Python

Lecture 2 - Getting Started with Python

Lecture 3 - Python as an advanced calculator

Lecture 4 - Lists in Python

Lecture 5 - Tuple, Sets and Dictionaries in Python

Lecture 6 - Functions and Branching

Lecture 7 - For loop in Python

Lecture 8 - While loop in Python

Lecture 9 - Creating Modules and Introduction to NumPy

Lecture 10 - Use of NumPy module

Lecture 11 - Python Graphics using MatplotLib

Lecture 12 - Use of SciPy and SymPy in Python

Lecture 13 - Classes in Python - Part 1

Lecture 14 - Classes in Python - Part 2

Lecture 15 - Introduction and Installation of SageMath

Lecture 16 - Exploring integers in SageMath

Lecture 17 - Solving Equations in SageMath

Lecture 18 - 2d Plotting with SageMath

Lecture 19 - 3d Plotting with SageMath

Lecture 20 - Calculus of one variable with SageMath - Part 1

Lecture 21 - Calculus of one variable with SageMath - Part 2

Lecture 22 - Applications of derivatives

Lecture 23 - Integration with SageMath

Lecture 24 - Improper Integral using SageMath

Lecture 25 - Application of integration using SageMath

Lecture 26 - Limit and Continuity of real valued functions

Lecture 27 - Partial Derivative with SageMath

Lecture 28 - Local Maximum and Minimum

Lecture 29 - Application of local maximum and local minimum

Lecture 30 - Constrained optimization using Lagrange multipliers

Lecture 31 - Working with vectors in SageMath

Lecture 32 - Solving system of linear Equations in SageMath

Lecture 33 - Vector Spaces in SageMath

Lecture 34 - Basis and dimensions of vector spaces in SageMath

Lecture 35 - Matrix Spaces with SageMath

Lecture 36 - Linear Transformations - Part 1 with SageMath

Lecture 37 - Linear Transformations - Part 2 with SageMath

Lecture 38 - Eigenvalues and Eigenvectors - Part 1 with SageMath

Lecture 39 - Eigenvalues and Eigenvectors - Part 2 with SageMath

Lecture 40 - Inner Product - Part 1 with SageMath

Lecture 41 - Inner Product - Part 2 with SageMath

Lecture 42 - Orthogonal Decomposition with SageMath

Lecture 43 - Least Square Solution with SageMath

Lecture 44 - Singular Value Decomposition (SVD) with SageMath

Lecture 45 - Application of SVD to image processing

Lecture 46 - Solving System of linear ODE using Eigenvalues and Eigenvectors

Lecture 47 - Google Page Rank Algorithm using SageMath

Lecture 48 - Finding Roots of algebraic and transcendental equations in SageMath

Lecture 49 - Numerical Solutions of System of linear equations in SageMath

Lecture 50 - Interpolations in SageMath

Lecture 51 - Numerical Integration in SageMath

Lecture 52 - Numerical Eigenvalues

Lecture 53 - Solving 1st and 2nd order ODE with SageMath

Lecture 54 - Euler's Method to solve 1st order ODE with SageMath

Lecture 55 - Fourth Order Runge-Kutta Method

Lecture 56 - RK4 method for System of ODE and Applications

Lecture 57 - Solving ODE using Laplace Transforms in SageMath

Lecture 58 - Introduction to Linear Programming Problems (LPP)

Lecture 59 - Solving Linear Programming Problmes using Graphical Methods

Lecture 60 - Basics Definitions and Results in LPP

Lecture 61 - Theory of Simplex Method

Lecture 62 - Simplex Methods in SageMath - Part 1

Lecture 63 - Simplex Methods in SageMath - Part 2

Lecture 64 - Simplex Methods in Matrix Form

Lecture 65 - Revised Simplex Method in SageMath

Lecture 66 - Two Phase Simplex Method in SageMath

Lecture 67 - Big-M Method in SageMath

Lecture 68 - Duality of Linear Program

Lecture 69 - Dual Simplex Method in SageMath

Lecture 70 - Review and What next in SageMath?