Olakunle Lawal's repositories
jobRecommendationEngine
A project that uses NLP to extract skills and degree from resumes and job postings. The results are matched using the jaccard index to come up with a matching score which is used to come up with job recommendations based on an individuals resume.
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
chatbot
A project to to delve into NLP and how chatbots work
effectOfPromotions
This is a project to analyze the effect of promotions on sales for a retail store. Using data such as customer demographics, sales data, product data and promotions data.
optimizationProjects
A view into some of my optimization projects using AMPL with the CPLEX solver
predictCustomerChurn
This is a project to predict whether a certain customer will churn or not using a logistic regression and working with over 30 variables.
randomForest
A project diving into building the random forest algorithm
topPredictorOfSales
This is a python project using scikit learn to try to get the best predictors of sales from a dataset