najah al-shanableh's Projects
Tools for administering Salesforce Alumni Database. Written in Python.
Documentation for Bitfusion AWS Market AMIs
Material for 2019 Analytics Summit Machine Learning with R Training
Angular Design Patterns published by Packt
An R package for implementing augmented network log anomaly detection procedures
😎 Awesome lists about all kinds of interesting topics
:memo: An awesome Data Science repository to learn and apply for real world problems.
A curated list of awesome Deep Learning tutorials, projects and communities.
An awesome list of high-quality open datasets in public domains (on-going).
My books
Call Detail Record (CDR) is the information captured by the telecom companies during the Call, SMS and Internet activity. These information’s provides insights about the customer needs when it is used with customer demographics. Most of the telecom companies using call detail record information in the fraud detection by clustering the user profiles, Customer churn by usage activity and targeting the profitable customers by using RFM analysis.
Mapping and analyzing local business data from the Census Bureau.
Cheat sheets for stats/ML/SP/DM
Johns Hopkins University R Programming by Roger D. Peng, PhD August 4 - September 1 2014
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
C++ Book Companion Repository (With Code Examples and Exercises)
Code in R for some visualization projects
Big data simulation of Chicago's public transportation to improve transit planning and reduce bus crowding
A repository of real-world data challenges faced by organizations used for project-based learning
Teaching a data mining class? You're in luck pal!
Chicago Data Portal (data.cityofchicago.org) tree map
The sexy landing page that will make everyone want to apply for the fellowship.
Methods, tools, tips, and tricks for anyone interested in getting started doing data science for the social good.
a curated list of R tutorials for Data Science, NLP and Machine Learning