Pinned Repositories
Anomaly-Detection-and-Recommender-Systems
Recommender Systems Project. MATLAB.
Boston-Housing
Decision Tree Regression model that predicts housing prices in Boston. Python.
CarND-Capstone
Creating-Customer-Segments
Optimized wholesale distributor’s delivery service by classifying their customers into segments given their annual spending amounts of diverse product categories. Python.
K-means-Clustering-and-Principal-Component-Analysis
Leetcode
Data Structures & Algorithms Challenges
Spam-Email-Classifier
Non-linear classifier using SVMs with Gaussian kernels, 98.5% test accuracy
Student-Intervention-System
Student intervention system that allows school officials to predict which students will fail their final exam and intervene accordingly to help these students. Python.
Traffic-Signs-Recognition
Deep learning project with convolutional neural network and SVM classifiers
Train-a-Smartcab-to-Drive
Trained smart cab agent simulation using Q-Learning
aaron-iglesias's Repositories
aaron-iglesias/Leetcode
Data Structures & Algorithms Challenges
aaron-iglesias/Spam-Email-Classifier
Non-linear classifier using SVMs with Gaussian kernels, 98.5% test accuracy
aaron-iglesias/Traffic-Signs-Recognition
Deep learning project with convolutional neural network and SVM classifiers
aaron-iglesias/Anomaly-Detection-and-Recommender-Systems
Recommender Systems Project. MATLAB.
aaron-iglesias/Boston-Housing
Decision Tree Regression model that predicts housing prices in Boston. Python.
aaron-iglesias/CarND-Capstone
aaron-iglesias/Creating-Customer-Segments
Optimized wholesale distributor’s delivery service by classifying their customers into segments given their annual spending amounts of diverse product categories. Python.
aaron-iglesias/K-means-Clustering-and-Principal-Component-Analysis
aaron-iglesias/Student-Intervention-System
Student intervention system that allows school officials to predict which students will fail their final exam and intervene accordingly to help these students. Python.
aaron-iglesias/Train-a-Smartcab-to-Drive
Trained smart cab agent simulation using Q-Learning
aaron-iglesias/CarND-Extended-Kalman-Filter-Project
Extended Kalman Filter Project, Self-Driving Car Nanodegree Program
aaron-iglesias/CarND-Kidnapped-Vehicle-Project
aaron-iglesias/CarND-Path-Planning-Project
Create a path planner that is able to navigate a car safely around a virtual highway
aaron-iglesias/CarND-Semantic-Segmentation
aaron-iglesias/Deep-Learning-by-Google
Deep Learning Course on Udacity
aaron-iglesias/dog-project
aaron-iglesias/Finding-Lane-Lines-on-Roads
Detect lane lines on road images/videos with computer vision techniques
aaron-iglesias/Handwriting-Recognition
Back-propagation algorithm implementation for neural networks.
aaron-iglesias/Lane-Detection
aaron-iglesias/Online-Course-Certificates
Collection of online course certificates.
aaron-iglesias/Programming-Challenges
Data Structures & Algorithms. Java.
aaron-iglesias/Regularized-Linear-Regression-and-Bias-vs-Variance
aaron-iglesias/Self-Driving-Car-Path-Planner
aaron-iglesias/TCP-Client-Server
Client and Server applications that use TCP protocol. Server responds to arithmetic requests from Client. Java.
aaron-iglesias/tensorflow
Computation using data flow graphs for scalable machine learning