This repository contains some projects I've developed within the Data Science and Artificial Intelligence field. More specifically, you can expect to find projects on one or more of the following topics:
- Data Cleaning
- Exploratory Data Analysis
- Feature Engineering
- Predictive modeling
- Data Visualization
I expect to contribute with spreading knowledge capable of helping people make better decisions using data-driven approach, as well as enable the creation of new technological solutions for different kinds of problems you might have.
Here is a list of some projects you find here:
- Credit Risk Analysis
- ROI Prediction
- Evaluating Currency Strength
- Ad Fraud Detection
- Fraud Detection with Deep Learning
- Claim Management
- Forecasting Hospital Expenses
- Breast Cancer Diagnostic
- Predicting diabetes occurrence
- Analyzing Medical Expenses with Plotly
- Epileptic Seizure Recognition
- Marketing Campaign Analysis
- ELO Merchant Category Recommendation
- Movie System Recommendation
- Social Media Analysis
- Customer Churn in Telecom Companies
- Prediction of Energy Performance in NYC Buildings
- Forecast Sales for Drug Stores - Rossman Store Sales
- M5 Forecasting Accuracy
- Optimizing Flight System
- Using Neural Networks to predict bike sharing
- Belgian Traffic Sign Detection - CNN swith Keras
- Autonomous driving application - Car detection
- Building your Deep Neural Network - Step+by+Step
- Building a Recurrent Neural Network - Step by Step
- Deep Neural Network - Application
- Planar data classification with one hidden layer
- Logistic Regression with a Neural Network mindset
- Art Generation with Neural Style Transfer
- Face Recognition for the Happy House
- Dinosaurus Island
- AutoML - H2o
- NFL Big Data Bowl