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CR factorization of

CR factorization of a complex matrix using Python

CR Factorization

CR Factorization

Solving cubic equations

Solving cubic equations Lecture 8 Review of Algebra using Python

Inequalities and absolute

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

Solve cubic equation

Solve cubic equation Lecture 8 Review of Algebra

Solving quadratic equation

Solving quadratic equation Review of Algebra using Python

Distributing Review of

Distributing Review of Algebra Lecture 4 Python Edition

Variables and expressions

Variables and expressions Lecture 2 Algebra Review using Python

Numbers and arithmetic

Numbers and arithmetic Lecture 1 Review of Algebra

Common algebraic definitions

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

Exploratory health data

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

Logistic regression models

Logistic regression models using Python

Column space of

Column space of a matrix using Python and sympy

Analysis of covariance

Analysis of covariance using Python

Nullspace of a

Nullspace of a matrix Homework with Python and sympy

Analysis of variance

Analysis of variance ANOVA using Python

Linear Regression using

Linear Regression using Python

Linear regression ANOVA

Linear regression ANOVA ANCOVA Logistic Regression

Install Julia with

Install Julia with Jupyter and Pluto notebooks and VS Code

F ratio sampling

F ratio sampling distribution under the null hypothesis using Julia

Estimating a p

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

Training a neural

Training a neural network in Keras with class imbalance

Deep Learning in

Deep Learning in Healthcare - New course announcement

Random Forests and

Random Forests and Tensorflow Decision Forests - Video Lecture 14