flopids's Projects
Advanced R: a book
The Common Data Model (CDM) is a standard and extensible collection of schemas (entities, attributes, relationships) that represents business concepts and activities with well-defined semantics, to facilitate data interoperability. Examples of entities include: Account, Contact, Lead, Opportunity, Product, etc.
RStudio Cheat Sheets
R's data.table package extends data.frame:
a curated list of R tutorials for Data Science, NLP and Machine Learning
Graph and network visualization using tabular data in R.
dplyr: A grammar of data manipulation
Tutorials for the dplyr package in R
Python Tutorial
Bren School ESM 206 (Intro Data Analysis & Stats) materials
Config files for my GitHub profile.
Data Modeler | Data Miner | Data Visualiser
ggplot2: elegant graphics for data analysis
My solutions to exercises in Hadley Wickham's "ggplot2: Elegant Graphics for Data Analysis" 2ed
Mastering Shiny: a book
numpy practice exercise with solution
Numpy exercises.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Practice your pandas skills!
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
100+ Python challenging programming exercises
R for data science: a book
Exercise solutions to "R for Data Science"
R Markdown: The Definitive Guide (published by Chapman & Hall/CRC in July 2018)
scikit-learn: machine learning in Python
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Shapash makes Machine Learning models transparent and understandable by everyone
Source for stackexchange.github.com
:mortar_board: A collection of interactive courses for the swirl R package.
LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.