Felipe Altermann
Data Analyst
portfolio

Regional Aviation
in Brazil

Capstone project at Ironhack Data Analytics Bootcamp — from answering the question of 'what is a regional airport' to an in depth analysis of the industry in Brazil — putting machine learning into action with international aviation metrics to classify airports in clusters.

Storytelling

 tools

 code

"meat, the future?"
Tableau Viz

A #viz4ClimateAction to make us — yeah! me and you — aware, wake up and take personal action about worldwide explosive meat consumption growth and its huge share in the total Greenhouse Gas Emissions.

Storytelling

 tools

 code

Where in Australia to build a 'shark-free' family resort?

Shark Attacks — data cleaning and manipulation with Pandas — was my first project at Ironhack's Data Analytics Bootcamp. The given dataset was extremly messy and dirty, so the main pythonic challange here was to have it clean and usable. But before starting to transform beast into beauty I was also challanged to develop a story based on a business question to answer.

Storytelling

 tools

 code

Linear Regression: Diamonds Price Prediction

Work with data to understand the characteristics of a diamond which are most likely to influence its price. Rick — our client — has 5,000 diamonds and asked us to estimate their price based on a historic dataset with over 54,000 diamond prices. Our assignment is to estimate the price of Rick’s 5,000 diamonds achieving the smallest amount of error, so he can sell them properly. We will specifically measure the root mean squared error (RMSE) of our predictions.

 tools

 code

Google Cyclistic Bike Rental Case Study

How do annual members and casual riders use Cyclistic bikes differently? — my analysis for the Google Data Analytics Professional Certificate capstone project.

Storytelling

 tools

 code

certificates

Data Analytics

Bootcamp

by Ironhack

Issued: 14 January 2022
24 weeks part time

See credential

Data Analytics

Certificate

by Google

Issued: 17 May 2021
2 months full time

See credential

Data Analyst

with Python

by datacamp.com

Issued: 7 November 2021
6 months part time

See credential

some tools

Python  R  SQL  Tableau 


Machine Learning  Statistics  Linear Regression  API  Web Scraping 


Pandas  Numpy  Sklearn  Folium Maps  Geopy Nominatium  Matplotlib  Seabron  Plotly