https://github.com/shrikantnaidu/datacamp-projects

DataCamp Projects.
https://github.com/shrikantnaidu/datacamp-projects

data-science datacamp machine-learning project

Last synced: over 1 year ago
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DataCamp Projects.

• Host: GitHub
• URL: https://github.com/shrikantnaidu/datacamp-projects
• Owner: shrikantnaidu
• Created: 2019-11-21T17:57:08.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2020-05-19T08:36:02.000Z (about 6 years ago)
• Last Synced: 2025-01-10T12:03:52.836Z (over 1 year ago)
• Topics: data-science, datacamp, machine-learning, project
• Language: Jupyter Notebook
• Homepage:
• Size: 6.81 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# DataCamp Projects

 





Notebooks to [Datacamp](https://www.datacamp.com/profile/shrikantnaidu777) projects.

## Python

| Project | Description |

| --- | --- |

| Dr. Semmelweis and the discovery of handwashing| Reanalyse the data behind one of the most important discoveries of modern medicine: Handwashing. |

|Exploring 67 years of LEGO| In this project we will explore a database of every LEGO set ever built. |

|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? |

| Analyze Your Runkeeper Fitness Data | Import, clean, and analyze seven years worth of training data tracked on the Runkeeper app. |

| Do Left-handed People Really Die Young? | Use pandas and Bayesian statistics to see if left-handed people actually die earlier than righties. |

| The GitHub History of the Scala Language? | Find the true Scala experts by exploring its development history in Git and GitHub. |

| Classify Song Genres from Audio Data | Rock or rap? Apply machine learning methods in Python to classify songs into genres. |

| Predicting Credit Card Approvals | Build a machine learning model to predict if a credit card application will get approved. |

| Who Is Drunk and When in Ames, Iowa? | Flex your pandas muscles on breath alcohol test data from Ames, Iowa, USA. |

| Disney Movies and Box Office Success | Explore Disney movie data, then build a linear regression model to predict box office success. |

| Find Movie Similarity from Plot Summaries | Use NLP and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity. |

| Bad passwords and the NIST guidelines | Check what passwords fail to conform to the National Institute of Standards and Technology password guidelines. |

| A New Era of Data Analysis in Baseball | Use MLB's Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton. |

| Generating Keywords for Google AdWords | Automatically generate keywords for a search engine marketing campaign using Python. |

| Which Debts Are Worth the Bank's Effort? | Play bank data scientist and use regression discontinuity to see which debts are worth collecting. |

| The Android App Market on Google Play | Load, clean, and visualize scraped Google Play Store data to understand the Android app market. |

| Give Life: Predict Blood Donations | Build a binary classifier to predict if a blood donor is likely to donate again. |

| TV, Halftime Shows, and the Big Game | Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows. |