Pinned Repositories
Activity-Monitoring-with-mobile-device
This exercise makes use of data from a personal activity monitoring device. This device collects data at 5-minute intervals throughout the day.
Amazon-Kindle-recommendation-model
Create a sentiment model to identify the product features and recommendation trends
Amazon-product-review
Amazon Kindle reviews in Amazon Store
awesome-community-detection
A curated list of community detection research papers with implementations.
awesome-computational-social-science
A list of awesome resources for Computational Social Science
bank-customer-churn-analysis
The aim of this post is to predict the churn of bank customers.
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Cannabis_Topic_Modeling
Classification-of-consumer-complaint-emails
The goal of this project is to predict the consumer complaint category.
Comparative-Principal-Component-Analysis
In this analysis, I will demonstrate how PCA works in different tasks and how much time and resources we save in our daily analysis.
ali-unlu's Repositories
ali-unlu/Activity-Monitoring-with-mobile-device
This exercise makes use of data from a personal activity monitoring device. This device collects data at 5-minute intervals throughout the day.
ali-unlu/Amazon-product-review
Amazon Kindle reviews in Amazon Store
ali-unlu/Classification-of-consumer-complaint-emails
The goal of this project is to predict the consumer complaint category.
ali-unlu/course-computational-literary-analysis
Course materials for Introduction to Computational Literary Analysis, taught at UC Berkeley in Summer 2018.
ali-unlu/FES
Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson
ali-unlu/Learning-Social-Media-Analytics-with-R
Learning Social Media Analytics with R, published by Packt
ali-unlu/Netflix-contents
The content analysis of the Netflix platform.
ali-unlu/Predicting-human-activities-with-accelerometers
Predicting human behavior with accelerometer data on the belt, forearm, arm and dumbell
ali-unlu/Rapes-in-Los-Angeles
In this simulation, we will explore the Los Angeles crime statistics, specifically rapes, based on law enforcement data.
ali-unlu/rstats-ed
List of courses teaching R
ali-unlu/ScandiSent
Sentiment Corpus for Swedish 🇸🇪 Norwegian 🇳🇴 Danish 🇩🇰 Finnish 🇫🇮 (and English 🏴)
ali-unlu/spice-hate_speech_detection
A SPICE-program funded project where the goal is to detect hate speech in social media.
ali-unlu/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.
ali-unlu/Weather-conditions-public-health-and-economic-consequences
Estimating public health and economic costs of storms and other severe weather in the USA