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2018_siop_machine_learning_winners

accelerators

Data science and AI solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains

asoiaf

Character Interaction Networks for George R. R. Martin's "A Song of Ice and Fire" saga

bayesianprobabilitiesworkshop

A collection of questions and solutions to problems presented at Rasmus Bååth's Bayesian probabilities workshop.

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bouncer

Automated Feature Selection

change-detection-in-time-series-data

class_survival_101

A brief code example in association with a presentation about Survival Analytics

computational-modelling

Code and website accompanying Farrell & Lewandowsky's (2017) book

data-science

Collection of useful data science topics along with articles, videos, and code

data-science-learning-resources

A collection of machine learning resources that I've found helpful (I only post what I've read!)

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.

datasharing

The Leek group guide to data sharing

deloitte_data_science_academy

Solutions for home assignments from Deloitte's Data Science Academy taken in 2018.

ebp_exercise

Data Set for Exercise in Evidence Based Practice

employee-churn-understanding-using-ml-and-lime

Using machine learning with LIME to understand employee churn (by Brad Boehmke)

employee-feedback-analysis-using-openai

Python code for using GPT and embeddings from OpenAI for identifying topics and related sentiments in employee feedback

excel-and-python-combination-for-document-generation

Using Excel and Python for semi-automatic document creation.

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"

home_credit_default_risk_kaggle

Matt Dancho's solution to Kaggle competition with Home Credit's credit risk dataset

homlr

Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.

hr-analytics-in-python-predicting-employee-churn

hr_analytics_in_r_book

Bookdown repository of the "HR Analytics in R" book

hr_data

A demonstration of people analytics

hr_meetup_london

Presentations and other code from HR Analytics Meetup London 18 March 2019

human-resources-analytics-in-r

intro-stats

Shiny apps for introductory statistics

intro-to-machine-learning-workshop

Workshop - Intro to Machine Learning with R from Shirin Glander

machine_learning_with_python

management-analytics

Data science for management