Popular GitHub Repositories for Udacity Nanodegree

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

Udacity's Deep Learning Nano Foundation program.

?This repo contains detailed notes and multiple projects implemented in Python related to AI and Finance. Follow the blog here: https://purvasingh.medium.com

Complete path for a beginner to become a Machine Learning Scientist!

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

My personal notes, presentations, and notebooks on everything Deep Learning.

This is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.

Tutorials and my solutions to the Udacity NLP Nanodegree

Diseases Detection from NIH Chest X-ray data

Allstate Kaggle Competition ML Capstone Project

Final Project of the Udacity AI Programming with Python Nanodegree

A catkin workspace in ROS which uses DBSCAN to identify which points in a point cloud belong to the same object.

Entire Self-Driving Car Software Stack Tested on Real Vehicle

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks (AAAI 2019, oral)

ROS-based code to control a real self-driving car. Final project for "Wolf Pack" team in Udacity's Self-Driving Car Engineer Nanodegree.

Self Driving Car Nanodegree Offered By Udacity

This repository is MLP implementation of classifier on MNIST dataset with PyTorch

An iOS app that can detect a dog and determine its breed from an image or video feed.