Jonathan Barrios Machine Learning Engineer

Skills Projects Blog


My Expertise: Python

Data Science, Machine Learning
& Full-Stack Web Development



Full-Stack Web
Development

Full Stack Web Dev

Machine
Learning

scikit.learn

Data
Science

Machine Learning









Data Science & Machine Learning Projects(2018)

Predicting Titanic Survivors | Boston Housing Predictions | Training a SmartCab to Drive | Creating Customer Segments



Titanic
Predicting Titanic Survivors
  • Intoduction to Machine Learning

A a simple algorithm that increases its complexity until you are able to accurately predict the outcomes for at least 80% of the passengers in the provided data

Coming Soon
machine-learning
Boston Housing Predictions
  • Model Evaluation & Validation

Boston Housing dataset contains aggregated data on various features for houses in Greater Boston communities, including the median value of homes for each of those areas and this projects builds an optimal model based on a statistical analysis.

Coming Soon
Smart_Cab
Training a SmartCab to Drive
  • Reinforcement Machine Learning

This project demonstrates reinforcement learning techniques to construct a demonstration to prove that both safety and efficiency can be achieved.

Coming Soon
machine-learning
Creating Customer Segments
  • Unsupervised Machine Learning

This project explores unsupervised learning techniques to see if any similarities exist between customers, and how to best segment customers into distinct categories.

Coming Soon