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/Predictive-HR-Analytics-in-R-and-Python
Redoing analytical tasks from Martin and Kirsten Edwards' book 'Predictive HR Analytics' in R and Python.
lstehlik2809/Predictive-Turnover-Analytics
Modeling employee turnover using ensemble of gbm, rf, glmnet and nnet models.
lstehlik2809/UC-Business-Analytics-R-Programming-Guide-
UC Business Analytics R Programming Guide
lstehlik2809/Predicting-Voting-Outcomes
Solution for Kaggle competition that was part of MITx: 15.071x course 'The Analytics Edge'.
lstehlik2809/rr-r-publication
Reproducible Research Workshop Demo repository for publication writing in R
lstehlik2809/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).
lstehlik2809/2018_SIOP_Machine_Learning_Winners
lstehlik2809/acceleratoRs
Data science and AI solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains
lstehlik2809/bayesianprobabilitiesworkshop
A collection of questions and solutions to problems presented at Rasmus Bååth's Bayesian probabilities workshop.
lstehlik2809/class_survival_101
A brief code example in association with a presentation about Survival Analytics
lstehlik2809/computational-modelling
Code and website accompanying Farrell & Lewandowsky's (2017) book
lstehlik2809/datacamp_facebook_live_titanic
DataCamp Facebook Live Code Along Session 2: Learn how to complete a Kaggle competition using exploratory data analysis, data munging, data cleaning and machine leaning. Enjoy.
lstehlik2809/Deloitte_Data_Science_Academy
Solutions for home assignments from Deloitte's Data Science Academy taken in 2018.
lstehlik2809/Employee-Churn-Understanding-using-ML-and-LIME
Using machine learning with LIME to understand employee churn (by Brad Boehmke)
lstehlik2809/Home_Credit_Default_Risk_Kaggle
Matt Dancho's solution to Kaggle competition with Home Credit's credit risk dataset
lstehlik2809/hr_data
A demonstration of people analytics
lstehlik2809/Intro-to-machine-learning-workshop
Workshop - Intro to Machine Learning with R from Shirin Glander
lstehlik2809/Machine_Learning_With_Python
lstehlik2809/Management-Analytics
Data science for management
lstehlik2809/Moneyball-v-HR
Article popularizing usage of analytics in HR (in Czech langauge)
lstehlik2809/Plotly-Dashboards-with-Dash
This is the repo for the Udemy Course Python Dashboards with Plotly's Dash
lstehlik2809/Predictive-Maintenance
lstehlik2809/rr-rstudio-git
Reproducible research workshop RStudio and git demo repository
lstehlik2809/RStudio-Shiny-Server-on-GCP
The ultimate guide to deploy Rstudio Open Source and Shiny Server Open Source at Google Cloud Platform
lstehlik2809/Turnover-Analytics-Dashboard
TBD