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ab-test

Conducting an AB-Test for an e-commerce website

airqualitybeijing

airqualityindex

Gathering and Analyzing Data from the World Air Quality Index Project

artificialneuralnetwork

Applying deep learning and build an artificial neural network with tensorflow, what makes predictions on the churning probabilities of bank customers.

association-rule-learning

Algorithms, that make certain additional product suggestions, after customers purchased a specific product

bikesharing

Visual exploration of data from the Ford GoBike and Citibike sharing systems, covering the greater San Francisco Bay area and New York.

boston-house-prices

Using a linear regression model to predict house prices in Boston

car-price-model

a linear regression model to predict car prices

churn

Using logictic regression for classification to predict if persons would churn from the services of a telecom company.

classification-breastcancer

Using logistic regression in order to build a classification model, that tries to predict breast cancer.

classification-buy-suv

This dataset includes the age and salaries of customers, who decide if they want to buy a SUV. Different classification models are used to predict the decisions of the customers. It is based on the udemy course Machine Learning A-Z

clustering

crud

use python to realize CRUD statements for mysql and sqlite3

deploying-docker-on-asw

Deploy docker on aws and try out small applications.

for-data-science-beginners

Set of notes with links to help those who are Data Science Beginners

image-classifier

image-classifier-1

project within udacity

imageclassifier

jupyter-notebook-road-fatalities

data analysis project with jupyter notebook and python

leads

Training a logistic regression model for classification, that can be used for marketing purposes --> lead scoring

learningprocess-linearclassifier

Track the learning process of a linear classifier. Based of Francois Chollet's book "Deep Learning with Python"

movie_rating

movierating-boltzmann

nlp

pandas-merge

1. https://www.shanelynn.ie/merge-join-dataframes-python-pandas-index-1/ || 2. http://pandas.pydata.org/pandas-docs/version/0.19.1/generated/pandas.DataFrame.merge.html

regression-model-selection

Use the metric r squared to measure the performance of regression models

reinforcement-learning

In this repository, reinforcement learning algorithms are applied on a dataset, that simulates click through rates of different website advertisments. The content is based on the udemy course Machine Learning A-Z.

rotten-tomatoes1

Scrape data with BeautifulSoup from rottentomatoes.com

rotten-tomatoes2

use beautifulsoup and directly scrape data from the page rottentomatoes.com

selforganizingmaps