udacity-machine-learning-nanodegree

All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.

➿ 💡 My Udacity projects that I have made to improve my skills and complete my nanodegree. Please don't use it to copy the projects. Submit the PR if you want something to be added to this repository.

This repo includes all the projects I have finished in the Udacity Nanodegree programs

Recognizing human activities using Deep Learning

A collection of projects which explore image classification on chest x-ray images (via the NIH dataset)

Udacity Machine Learning Nano degree Program Project Predicting Passenger Survival

Adaptive foreground-background segmentation using Gaussian Mixture Models (GMMs)

Notes Exercises and Assignments for Udacity Machine Learning Engineer Nanodegree

Android camera app for automatic recognition of German license plates using TensorFlow / TensorFlow Lite 2.4.1

ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection

Investigating Dataset contains information about 10,000+ movies collected from The Movie Database (TMDb)

Handwritten Telugu Character Recognition using Convolutional Neural Networks

This project explores a deep reinforcement learning technique to train an agent to play atari pong game from OpenAI Gym. OpenAI Gym is a toolkit to develop and compare reinforcement learning algorithms. The learning agent takes raw pixels from the atari emulator and predicts an action that is fed back into the emulator via OpenAI interface. The deep reinforcement learning network used in this project is Deep Q Network (DQN), it took over 10 million episodes to perfectly play and win the game.

Udacity Machine Learning Engineer Nanodegree capstone proposal.

Investigating Movies Dataset contains information about 10,000+ movies collected from The Movie Database (TMDb)

An AWS Sagemaker Model developed for Nudity / NSFW Images Classification. This Model was developed during my Machine Learning Engineer Nanodegree.

Project work from the Udacity machine learning nanodegree encompassing general techniques for supervised,unsupervised and reinforcement learning

Machine learning model to analyze students' performance and predict success likelihood.

Projects for Udacity's Machine Learning Engineer Nanodegree program

My project submissions for the Machine Learning Nanodegree from Udacity.

Machine Learning Engineer - Capstone Project - Development of a recommendation system to send offers via direct marketing

🎓 List of Udacity NanoDegree programs with links to the free courses

Udacity Machine Learning Course Predicting Boston Housing Prices

This repository consists of projects using different Machine Learning techniques taught in the Machine Learning Engineer Nanodegree at Udacity.

The project provides a complete end-to-end workflow for building a binary classifier in Python to recognize the risk of housing loan default. It includes methods like automated feature engineering for connecting relational databases, comparison of different classifiers on imbalanced data, and hyperparameter tuning using Bayesian optimization.

Udacity Machine Learning Basic Nanodegree Program - Project 1

This project is part of the udacity machine learning nanodegree, it uses pytorch to identify sentiment analysis on IMDB reviews