juanklopper/MIT_OCW_Linear_Algebra_18_06

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juanklopper/MIT_OCW_Linear_Algebra_18_06

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IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)

MIT_OCW_Linear_Algebra_18_06

These are the Jupyter notebooks, in python, for Gilbert Strang's MIT course on linear algebra (MIT 18.06). The lectures for these are avalable online (MIT OCW). I have started to create new notebooks that are more verbose.

JuliaCourseNotebooks

Jupyter notebooks for the Julia Scientific Programming course on Coursera

Jupyter Notebook

Differential-Equations

Jupyter notebooks on differential equations and how to solve them using Python.

Jupyter Notebook

Discrete-Mathematics

Jupyter notebooks for the Klopper lectures on discrete mathematics

Jupyter Notebook

Plotly-for-python

Files for my YouTube playlist on data visualization using Plotly with Python.

Jupyter Notebook

MachineLearningDataSets

Datasets for my machine learning video tutorials.

Jupyter Notebook

Quantum_mechanics

Some Jupyter notebooks on quantum mechanics

Python_for_Medical_Statistics

YouTube course using IPython and Jupyter notebooks to do statistical analysis.

Deep-learning-using-R

RStudio notebooks for deep learning in R

Python-for-healthcare-statistics-Coursera

Files and Colab notebooks for my course on Python for healthcare statistics.

Jupyter Notebook

R_statistics

Files for blog posts on R for statistics at http://www.juanklopper.com

Julia-for-scientifc-computing

This repo is for all my new (2020+) Julia content.

Medical-statistics-using-R

RMD files and other resources for my on-campus course on medical statistics using the R language for statistical analysis.

Linear-algebra-for-data-science-with-python

Jupyter notebooks for my course on linear algebra using symbolic python.

Jupyter Notebook

MIT_OCW_18065

Repository for the new Gilbert Strang MIT course on matrix methods

Jupyter Notebook

Coursera-Doing-clinical-research

Notebooks and files for my University of Cape Town course on Coursera

Python_statistics

Files for my YouTube playlist on biostatistics using Python

Jupyter Notebook

HealthCareStatistics

Deep-learning-using-the-Wolfram-Language

Files for my YouTube Playlist on deep neural networks using the Wolfram Language.

Plotly-for-R

Files for my YouTube playlist on data visualization using Plotly with R

Vector-calculus

This repo contains the problem sets for my YouTube course on vector calculus.

MATLAB4DataScience

Course material for my course on introducing MATLAB for Data Science.

Julia_Introduction

Files for my introductory course on YouTube

Jupyter Notebook

DeepLearningPython

Code for my course on deep learning using python

Mathematical_statistics_using_Julia

A course in mathematical statistics using Julia.

business-data-insight.github.io

A repository for my posts on business insights using data science

Jupyter Notebook

TutorialData

Data for tutorials.

PubH6851

Introduction to R for Public Health Research