Pinned Repositories
Employee-Feedback-Analysis-Using-OpenAI
Python code for using GPT and embeddings from OpenAI for identifying topics and related sentiments in employee feedback
Human-Resources-Analytics-in-R
People-Analytics-Challenge
R script and dataset used for People Analytics Challenge (#2 - Plan for High Growth) from Orgnostic.
Police-Cadet-Evaluation-Dataset
A dataset with real-world data about police cadet evaluation useful for training in people analytics.
Predicting-Voting-Outcomes
Solution for Kaggle competition that was part of MITx: 15.071x course 'The Analytics Edge'.
Predictive-HR-Analytics-in-R-and-Python
Redoing analytical tasks from Martin and Kirsten Edwards' book 'Predictive HR Analytics' in R and Python.
Predictive-Turnover-Analytics
Modeling employee turnover using ensemble of gbm, rf, glmnet and nnet models.
rr-r-publication
Reproducible Research Workshop Demo repository for publication writing in R
Seminare-obecne-psychologie
Basic statistical analysis of data obtained from students within seminar in general psychology held at Department of Psychology at Charles University in Prague (in Czech language).
UC-Business-Analytics-R-Programming-Guide-
UC Business Analytics R Programming Guide
lstehlik2809's Repositories
lstehlik2809/Employee-Feedback-Analysis-Using-OpenAI
Python code for using GPT and embeddings from OpenAI for identifying topics and related sentiments in employee feedback
lstehlik2809/Human-Resources-Analytics-in-R
lstehlik2809/People-Analytics-Challenge
R script and dataset used for People Analytics Challenge (#2 - Plan for High Growth) from Orgnostic.
lstehlik2809/Police-Cadet-Evaluation-Dataset
A dataset with real-world data about police cadet evaluation useful for training in people analytics.
lstehlik2809/asoiaf
Character Interaction Networks for George R. R. Martin's "A Song of Ice and Fire" saga
lstehlik2809/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
lstehlik2809/causal-inference-in-python-code
Code for the Book Causal Inference in Python
lstehlik2809/Change-detection-in-time-series-data
lstehlik2809/Data-science
Collection of useful data science topics along with articles, videos, and code
lstehlik2809/data-science-learning-resources
A collection of machine learning resources that I've found helpful (I only post what I've read!)
lstehlik2809/datasharing
The Leek group guide to data sharing
lstehlik2809/ebp_exercise
Data Set for Exercise in Evidence Based Practice
lstehlik2809/Excel-and-Python-Combination-for-Document-Generation
Using Excel and Python for semi-automatic document creation.
lstehlik2809/gender-pay-gap-analysis
Illustration of gender pay-gap analysis in R based on Andrew Chamberlain's article "How to Analyze Your Gender Pay Gap: An Employer's Guide"
lstehlik2809/homlr
Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.
lstehlik2809/HR_Analytics_in_R_book
Bookdown repository of the "HR Analytics in R" book
lstehlik2809/intro-stats
Shiny apps for introductory statistics
lstehlik2809/LLM4BeSci
Repo for the paper "A tutorial on open-source large language models for behavioral science"
lstehlik2809/mcfarland
This is a short tutorial on how to compare latent factor models and psychometric network models using the R package Psychonetrics (Epskamp, 2020).
lstehlik2809/MetricsMLNotebooks
Notebooks for Applied Causal Inference Powered by ML and AI
lstehlik2809/moderndive_book
Statistical Inference via Data Science: A moderndive into R and the tidyverse
lstehlik2809/people-analytics-rstats
lstehlik2809/People_Analytics_Blog
Blog about People Analytics topis (Radix)
lstehlik2809/Personality-interaction-and-networking
lstehlik2809/probmods2
probmods 2: electric boogaloo
lstehlik2809/scottyhines
The scottyhines R Package
lstehlik2809/scraping
Functions for web scraping
lstehlik2809/searching-onboarding-notes
R Shiny application that aids in searching and retrieving relevant information from onboarding notes. It computes embeddings for the onboarding notes, which can then be used to match and answer user's questions based on the provided information in the notes.
lstehlik2809/shinyDAG
a Shiny app to create/visualize/analyze causal diagrams (DAGs)
lstehlik2809/webinars
Code and slides for RStudio webinars