ali-unlu Goto Github PK

rapes-in-los-angeles

In this simulation, we will explore the Los Angeles crime statistics, specifically rapes, based on law enforcement data.

risky_drinking

rstats-ed

List of courses teaching R

scandisent

Sentiment Corpus for Swedish 🇸🇪 Norwegian 🇳🇴 Danish 🇩🇰 Finnish 🇫🇮 (and English 🏴󠁧󠁢󠁥󠁮󠁧󠁿)

sentiment-analysis-with-tensorflow

In this project we will create and train a neural network model to classify movie reviews taken from IMDB as either a positive review or a negative review. Essentially, we want to create and train a neural network model which, given a text review, will be able to predict if the overall sentiment of the review is more negative or more positive.

spice-hate_speech_detection

A SPICE-program funded project where the goal is to detect hate speech in social media.

time-series-analysis-with-facebook-prophet

I previously analyzed the same data with SAMIRA to predict the future temperature for Istanbul. In this analysis, I will re-analyze the same topic with a different model. As known, fbprophet is provided by Facebook to predict the future trend. Prophet follows the sklearn model API.

time-series-analysis-with-lstm

I previously illustrated two forecasting implementations with the same data set. This is the last one in these series using deep learning model.

time-series-analysis-with-sarima

In this demonstration, we make a time series analysis based on a temperature data set.

travel-customer-churn-with-oversampling

The aim of this post is to identify and visualize factors that contribute to customer churn of a travel company.

vehicle-gas-consumption-by-transmission-types

In this exercise, I will show the relationship between a car’s transmission and the number of miles per gallon of gasoline, along with a set of other variables that could affect this relationship.

weather-conditions-public-health-and-economic-consequences

Estimating public health and economic costs of storms and other severe weather in the USA