[Coursera] Deep Learning Specialization on Coursera
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Updated
Jan 22, 2019 - HTML
[Coursera] Deep Learning Specialization on Coursera
A discussion of forward propagation, backwards propagation, and gradient descent in the context of neural nets (with a complementary refresher of basic calculus).
All sorts of data science & computer science programs for future reference
📉 (WIP) an interactive demonstration of gradient descent
Coursera - Deep Learning Specialization - deeplearning.ai
Coursework of Machine Learning - INFX 574
An Implementation of the Gradient Descent Algorithm on the 🏡Boston Housing DataSet🏡.
Linear and Logistic Regression on Airbnb dataset
(Class) Computer Aided Analysis and Design (Optiomisation algorithms)
Two Python notebooks in which Stochastic Gradient Descent and K-means algorithms are run over the Spark framework
Traffic Sign Classifier (project 3 of 9 from Udacity Self-Driving Car Engineer Nanodegree)
This is a project for a building a model that can classify the situation of water wells across the Republic of Tanzania.
This is an web based application developed in raw PHP for market analysis and prediction. It also used web crawling for comparing the price of various products with other websites products.
This project enables a quadcopter to autonomously achieve desired control behaviors such as takeoff and landing. Controls designed with a reinforcement learning approach.
A interactive visualization of several optimization methods
Linear Regression and Visualization with JavaScript
Visual tool to help explain gradient descent within supervised machine learning algorithms.
A recommendation system for video games, which suggests gamers the best fit game for them based upon their choice and gaming-habit.
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