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education-budget-eda-project

Exploratory data analysis on Education-Budget(https://www.drivendata.org/competitions/46/box-plots-for-education-reboot/page/86/). Built a Data Pipeline to restructure the data-frame, and draw insights out of it by applying statistical analysis and visualization.

emory-isom-673-4101-social-network-analytics

Social network analysis in R

emory-isom-673-social-network-analytics

Using igraph/networkx in R/Python to analyze network graph measures

emory-isom672-intro-to-ba

Homework assignments and Projects: Python

emory-isom674-machine-learning-i

Machine Learning using R

emory-isom675-data-visualization

Create meaningful visualizations in R , Tableau, Python, Excel, and Power BI

emory-isom676-machine-learning-ii

emory-mkt680-marketing-analytics

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hotel-booking-cancellation-prediction-project

Using machine learning techniques from Sklearn package to classify booking cancellations

housing-price-prediction

A practice regression project I did using Kaggle datasets.

howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

isom-671-4101-managing-big-data

leetcode

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

linear_regression_project

Applying EDA, and Coming up with a refined Linear Model using SeaWatch data

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

multi-core-in-r-on-windows

Quick multi-core lapply setup in R on Windows. Source: https://www.r-bloggers.com/2014/07/implementing-mclapply-on-windows-a-primer-on-embarrassingly-parallel-computation-on-multicore-systems-with-r/

python-basics

Fundamentals and Exercises I did when I first started doing Python

suod

An Acceleration System for Large-scale Outlier Detection (Anomaly Detection)

un_eda_project

Exploratory data analysis on United Nation Data (https://www.drivendata.org/competitions/1/united-nations-millennium-development-goals/). Built a Data Pipeline to restructure the data-frame, and draw insights out of it by applying statistical analysis and visualization.

uw-cfrm-506-financial-data-access-and-analysis-with-sql-vba-and-excel

Homework assignments: VBA and SQL

uw-cfrm-506-financial-data-analytics

Homework assignments: R

uw-cfrm-521-mechine-learning

Homework assignments: Python

web-scraping-images-using-google-selenium-and-python

Credited to Jacob Tadesse from medium.com. Used for scraping images for e-commerce item list. Fixed a few bugs before using.