04:22

Hermitian Adjoint of a Matrix using Python

07:13

CR factorization of a complex matrix using Python

08:34

The arithmetic of complex valued matrices using Python

13:22

Hermitian adjoint of a matrix

17:30

CR Factorization

13:35

Complex valued matrix tutorial

24:17

Complex vectors with symbolic Python

40:05

Complex vector tutorial

06:38

Solving cubic equations Lecture 8 Review of Algebra using Python

13:49

Inequalities and absolute value problems Lecture 9 Review of Algebra using Python

31:50

Inequalities Lecture 9 Review of Algebra

19:25

Solve cubic equation Lecture 8 Review of Algebra

06:05

Solving quadratic equation Review of Algebra using Python

13:27

Solving for x Review of Algebra using Python

15:51

Factoring expressions Review of Algebra using Python

46:02

Arithmetic with complex numbers using Python

25:52

Distributing Review of Algebra Lecture 4 Python Edition

22:01

Powers and logarithms Lecture 3 Review of Algebra with Python

20:42

Variables and expressions Lecture 2 Algebra Review using Python

36:33

Solving quadratic equations Lecture 7 Review of Algebra

40:53

Equations Lecture 6 Review of Algebra

59:17

Factoring Lecture 5 Review of Algebra

42:24

Distributing Lecture 4 review of Algebra

52:46

Powers roots and logarithms Lecture 3 Review of Algebra

46:39

Numbers and arithmetic with Python Lecture 1 Review of Algebra

20:28

Common algebraic definitions and the sign of numbers Lecture 2 Review of Algebra

01:14:35

Numbers and arithmetic Lecture 1 Review of Algebra

16:49

Complex numbers - Addition Subtraction and Multiplication

13:24

The Imaginary Unit and Complex Numbers | A first introduction

23:34

Setting up Python for Mathematics using your Google Drive

16:51

Free AI tool for exploratory data analysis

36:27

Exploratory data analysis of health data using the ChatGPT Plus Noteable plug-in

38:25

Exploratory health data analysis using ChatGPT Plus (data file and prompts in the description)

53:01

Logistic regression models using Python

27:41

Column space of a matrix using Python and sympy

40:41

Analysis of covariance using Python

30:22

Nullspace of a matrix Homework with Python and sympy

44:41

Analysis of variance ANOVA using Python

41:18

Linear Regression using Python

01:40:49

Linear regression ANOVA ANCOVA Logistic Regression

23:24

Install Julia with Jupyter and Pluto notebooks and VS Code

28:35

F ratio sampling distribution under the null hypothesis using Julia

22:45

Estimating a p value for the difference in means between two groups

25:50

Training a neural network in Keras with class imbalance

12:52

Deep Learning in Healthcare - New course announcement

51:26

Random Forests and Tensorflow Decision Forests - Video Lecture 14

01:08:02

k Nearest Neighbors - Video Lecture 13

56:13

Linear Modeling using Statsmodels - Video Lecture 11

22:42

Uncertainty and Bootstrap Confidence Intervals - Video Lecture 10

33:53

Comparing Means - Video Lecture 09

56:15

Randomness and Sampling - Video Lecture 07

50:00

Data Visualisation using Plotly - Video Lecture 06

42:47

Hypothesis Testing - Video Lecture 08

06:32

Logistics For the Stellenbosch Uiversity Course on R for healthcare statistics

23:48

Summary Statistics - Video Lecture 05

01:29:33

Pandas for data wrangling - Video Lecture 04

56:48

Introduction to Python - Video Lecture 03

29:36

Introduction to Data Science - Video Lecture 01

07:42

Announcing R for Statistics Course

01:20:34

Matplotlib tutorial for plotting in Python