Numerical Methods and Optimization in Python
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHzLanguage: English | Size: 3.37 GB | Duration: 13h 58m

Gaussian Elimination, nvalues, Numerical Integration, Interpolation, Differential Equations and Operations Research
What you'll learn
Understand linear systems and Gaussian elimination
Understand nvectors and nvalues
Understand Google's PageRank algorithm
Understand numerical integration
Understand Monte-Carlo simultions
Understand differential equations - Euler's method and Runge-Kutta method
Understand machine learning related optimization algorithms (gradient descent, stochastic gradient descent, ADAM optimizer etc.