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https://github.com/kyle-wannacott/datacamp-projects

DataCamp project solutions.
https://github.com/kyle-wannacott/datacamp-projects

data-analysis data-mining data-science datacamp-projects machine-learning python r

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DataCamp project solutions.

Awesome Lists containing this project

README 

        
# DataCamp-Projects

https://www.datacamp.com/profile/LeeWannacott



Note: Py = Python , R = R statistical package.

Github sometimes has issues viewing Juypter Notebook files/images; if this occurs enter notebook URL address at: https://nbviewer.jupyter.org/

. Solutions to projects are not provided by DataCamp.



```# 1Py&R. Dr. Semmelweis and the Discovery of Handwashing.```



Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.



```# 2R. Phyllotaxis Draw Flowers Using Mathematics.```



Explores drawing imagainary Flowers using the mathematical constant 1.618 (Golden ratio ,or (Φ) Phi in Greek).



```# 3R. Rise and Fall of Programming Languages.```



Analyzes the relative popularity of programming languages over time based on Stack Overflow data.



```# 4R. Exploring the Kaggle Data Science Survey.```



Discover what top tools Kaggle participants use for data science and machine learning.



```# 5R. Data Science for Social Good: Crime Study.```



Use data science to catch criminals. Uses ggmap library to map Grand Theft Auto's in San Francisco.



```# 6R. Wrangling and Visualizing Musical Data.```



Wrangle and visualize musical data to find common chords and compare the styles of different artists.



```# 7R. A Visual History of Nobel Prize Winners.```



Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?



```# 8R. Who Is Drunk and When in Ames, Iowa.```



Uses tidyverse library to look at breath alcohol test data from Ames, Iowa, USA.



``` # 9R. Level Difficulty in Candy Crush Saga.```



Analyzes data from the hit mobile game, Candy Crush Saga.



``` # 10R. Visualizing Inequalities in Life Expectancy.```



Comparing life expectancy across countries and genders with ggplot2.



```# 11R. Degrees That Pay You Back ```



Explore the salary potential of college majors with a k-means cluster analysis.



```# 12R. Predict Taxi Fares with Random Forests```



Uses regression trees and random forests to find places where New York taxi drivers earn the most



```# 13Py. Recreating John Snow's Ghost Map```



Creating John Snow's famous map of the 1854 cholera outbreak in London.



```# 14R. Where would you open a Chipotle?```



Create and explore interactive maps using Leaflet to determine where to open the next Chipotle.



```# 15Py. Naïve Bees_ Image Loading and Processing```



Loading, transforming, and understanding images of honey bees and bumble bees in Python.



```# 16Py. Give Life_ Predict Blood Donations```



Building a binary classifier to predict if a blood donor is likely to donate again..



```# 17Py. Predicting Credit Card Approvals```



Build a machine learning model to predict if a credit card application will get approved.



```# 18Py. Classify Song Genres from Audio Data```



Rock or rap?, Applying machine learning methods in Python to classify songs into genres.