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Sami Mustafa's Projects

adv-r icon adv-r

Advanced R programming: a book

mode-yammer-sql icon mode-yammer-sql

Contains the report and SQL scripts that describe the analysis done to understand the reasons behind the drop in Yammer's users activity during July-August 2014

my-yelper icon my-yelper

Building a Hybrid Recommendation Engine: Content-based Filtering + Collaborative Filtering (Spark, PySpark, Apache Drill)

predictive-maintenance icon predictive-maintenance

Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)

python_tidydata icon python_tidydata

How to use Python to understand data and transform the data into a tidy format ready to be used for modelling and visualisation.

spr_clustering icon spr_clustering

K-means, DBSCAN, Spectral Clustering, Affinity Propagation, and Agglomerative Clustering (scikit-learn)

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