Jiří Novák's Projects
Repozitář pro účely cvičení předmětu 4ST201 Statistika (FIS VŠE).
12 Weeks, 24 Lessons, AI for All!
A list of awesome resources for Computational Social Science
Computer Vision is one of the hottest topics in artificial intelligence. It is making tremendous advances in self-driving cars, robotics as well as in various photo correction apps. Steady progress in object detection is being made every day.
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
The biggest collection of R books (and maybe later some other resources too)
This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimensional, low-sample size biomedical dataset of oncological subjects.
Cheat Sheets
10 Weeks, 20 Lessons, Data Science for All!
R Package 📦 Containing the Datasaurus Dozen datasets :bar_chart:
The Leek group guide to data sharing
Introductory guide to the art and science of data visualisation. Insights, advice, and examples (with code) to make data outputs more readable, accessible, and impactful.
Materials for the "Introduction to R Programming" workshop taught at the Hertie School Data Science Summer School (DS3)
Slides and tutorials for the Efficient R tutorial
Free resources for learning data science
one day introduction to generalized nonlinear models using the gnm and logmult R packages
Half-day version of the gnm course
Advice on R Package Building
Good Practices in R at Pasadena RLadies on 1/9/2019
Školení Úvod do jazyka R
materials for Introduction to Python course on CERGE-EI EDH
Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
Machine learning in Python Workshop
This is a remix of the Machine-Learning-in-R workshop. This version of the workshop focuses on the tidymodels framework and its applications.