fiddlesleet
Currently using GitHub mainly as a memory bank of data science recipes. As I standardize and streamline my processes, I reshape and repurpose these accordingly.
Pinned Repositories
anomaly-detection
Bitcoin interest over time with Anomaly Detection algorithm & Quandl data
bootstrapping-scripts
Setup scripts for AWS & Linux stacks
Census-Maps
Mapping Census & ACS demographic data
Complete_Data_Analysis
Complete data analysis pipeline, from scraping to charts
css-snippets
Data_Structures_Library
Trees, graphs, heaps, stacks, Qs, hashtables, linked lists & search algorithms
Demographic-API-Exploration
Playing with the Bureau of Labor Statistics API
Django-blog-CMS
Django content management system/blog engine with a WYSIWYG editor, commenting, & login functionality
Economic-Analysis
Tracking economic indicators
Maps
What the data tells us: World maps, city comparisons, & demographic changes over time
fiddlesleet's Repositories
fiddlesleet/Complete_Data_Analysis
Complete data analysis pipeline, from scraping to charts
fiddlesleet/Maps
What the data tells us: World maps, city comparisons, & demographic changes over time
fiddlesleet/WorldBankData
Scrapping World Bank data to standardize market selection for international business expansion
fiddlesleet/anomaly-detection
Bitcoin interest over time with Anomaly Detection algorithm & Quandl data
fiddlesleet/bootstrapping-scripts
Setup scripts for AWS & Linux stacks
fiddlesleet/Census-Maps
Mapping Census & ACS demographic data
fiddlesleet/css-snippets
fiddlesleet/Data_Structures_Library
Trees, graphs, heaps, stacks, Qs, hashtables, linked lists & search algorithms
fiddlesleet/Demographic-API-Exploration
Playing with the Bureau of Labor Statistics API
fiddlesleet/Django-blog-CMS
Django content management system/blog engine with a WYSIWYG editor, commenting, & login functionality
fiddlesleet/Economic-Analysis
Tracking economic indicators
fiddlesleet/ETL
Extracting, transforming & loading big data
fiddlesleet/google-trends
Analyzing Google Trends data
fiddlesleet/Linear-Regression
Recipes for common linear regression operations: model comparisons, heteroskedasticity, collinearity, goodness of fit
fiddlesleet/Logistic-Regression
Recipes for common operations in logistic regression: Data cleaning, ANOVA, ROC, & AUC
fiddlesleet/Machine-Learning
Improving Random Forest accuracy through K-means clustering
fiddlesleet/mapreduce-design-patterns
Hadoop ecosystem recipes for ETL, common data transformations, & iterative algorithms
fiddlesleet/NetworkAnalysis
Graph theory in action.
fiddlesleet/NLP
Natural Language Processing
fiddlesleet/Quant-Finance
Trend analysis using candlestick & time series charts
fiddlesleet/Recipes-AutomateBoringTasks
Recipes & code snippets for automating common administrative tasks
fiddlesleet/Recipes-charts
Code snippets for common charting techniques
fiddlesleet/Recipes-DataCleaningAndExploration
Parallelization, speed up R code, model diagnostics, missing value imputation
fiddlesleet/Recipes-SoftwareDevelopment
For teaching & review, creative presentations of the building blocks of computer science
fiddlesleet/Snipp_url_shortener
Bit.ly knockoff to shorten unwieldy URLs
fiddlesleet/Sockets
fiddlesleet/Todo-API
fiddlesleet/webapp-skeleton
Barebones structure for a website using Node.js, Express.js & AWS' DynamoDB
fiddlesleet/WebsiteFunctionalities
Code snippets for various components of a webpage
fiddlesleet/World-Book-Challenge
Around the world in 196 books.