Miles in the Sky Data Science Course - Final Project "Intro to Machine Learning"

This repository is part of the learning objectives of the Data Science Course provided by Miles in the Sky.

Table of Contents

• Introduction
• The data
• Installation
• The code
• Results

Introduction

This data set contains the number of website visits generated on a Business to Business (B2B) corporate website as well as purchases made by date. As a B2B company, the clients are organizations, not individual customers and the purchase has substantial associated cost.

The data

The dataset is avaiable here as ts_data.csv.

Installation

In order to view and run the code used in this project in your local machine, you can:

1. Download or clone this repository using git:

git clone github.com/dpassos91/milesinthesky_project2
cd milesinthesky_project2/

2. Install a python environment with jupyter notebooks (e.g., anaconda distribution).

3. Create an environment with the required packages by running on the anaconda shell:

conda env create -f environment.yml --name myenv
conda activate myenv
jupyter lab milesinthesky_project2.ipynb

The code

The code that led to all the analysis/figures used in this project can be found in the notebook milesinthesky_project2.ipynb.

Results

The main results can be found in the notebook milesinthesky_project2.ipynb.

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Disclaimer_ The author is not affiliated with any of the entities mentioned nor received any kind of compensation. The information contained in this work is provided on an "as is" basis with no guarantees of completeness, accuracy, usefulness or timeliness.