Skip to main content
Back to top
Ctrl
+
K
Welcome!
Coding
Tools
Git, github
Markdown
Unix
HTML, CSS and javascript
Python
Python basics
Python programming
Functions
Python in practice
Virtual Environments
Working with data
Data cleaning by example
SQL via sqlite
sqlite in python
HDF5
Webscraping
Advanced web scraping
Graphics
Exploratory data analysis
Interactive graphics
Advanced interactive graphics
Theory of graphics
Images
Convolutions
Extra python tooling
Text processing
Numpy
Jupyterwidgets and voila
Dash
Dash callbacks
Streamlit
Base R
R tidyverse quick example
R from python
Python from R
Regression models
Introduction to binary classification
Regression through the origin
Continuous prediction with regression
Logistic regression
Maximum Likelihood
Linear separable models
Interpretation of linear regression coefficients.
Linear models: a classic example
Regression interpretation
Optimization
Causality
DFT
Regression and FFTs
Neural networks
Basic regression in pytorch
Logistic regression in pytorch
Pytorch by example
Convnet classifier example
Unsupervised learning
Unsupervised learning
Repository
Open issue
.ipynb
.pdf
Regression models
Regression models
#
