Estimating Deep Learning Project Duration with Simulation and Markov Chains
Training AI models often means working close to the state of the art, yet we still have to estimate how long it will take to get a model into product…
Tag
#data analysis
Articles tagged “data analysis”.
10 articles
How Operations Research Helped Me Decide Which Laptop to Buy
As part of my MBA in Operations Research and Decision Making, I turned a class assignment into a real decision problem, choosing a new high-performan…
Financial Analysis for Beef Cattle Farming
It is no secret that Brazil's agricultural industry is booming, and much of that is thanks to the trend and production cycle analyses that help produ…
Free Data Sources
One of the most common questions among people starting out in data analysis is where to get the data they need for their work. Here I list some of th…
Cargo Load Optimization with a Genetic Algorithm
A friend who owns a truck fleet asked me to help distribute deliveries so that each truck would use as much of its space and weight capacity as possi…
Credit Risk Assessment
On a sunny day in the middle of the Brazilian semi-arid region, a representative of Fintech λλ reached out asking me to improve their customer credit…
Credit Card Fraud Detection
Credit card fraud is one of the main concerns of financial institutions. In this post, I explore a dataset of European card transactions and build a …
Forecasting Animal Adoptions with Prophet
Environmental preservation, and our wildlife in particular, has always interested me. In this project, I use Facebook's Prophet framework and Austin …
Analysis of Violence in Rio de Janeiro
Ah, Rio de Janeiro, what a marvelous city! But not everything is rosy. In this exploratory analysis of public crime data from ISP-RJ, I look at vehic…
Airbnb Data Analysis - Toronto, Canada
Airbnb is already considered the largest hospitality company in the world, yet it does not own a single hotel. In this post, I run an exploratory ana…
No articles match your search.