Deya Chatterjee's starred repositories
ml-lessons
Intro to deep learning for medical imaging lesson, by MD.ai
Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
The-Elements-of-Statistical-Learning-Python-Notebooks
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
introductory-R
tutorials to help ASU Business Analytics students learn R
business-analyst-nanodegree
Answers to Business Analyst Nanodegree Program
udacity-business-analyst
Projects from Business Analyst Nanodegree Program at Udacity
Predictive-Analytics-for-Business-Nanodegree
Kai Sheng Teh - Udacity Predictive Analytics for Business Nanodegree
Programming_Interview_Study_Plan
This is the Programming Interview Study Plan by Siraj Raval on Youtube
CarlaSimulatorDataCollector
Saving incoming camera sensor images data as Numpy arrays to generate ground truth data for semantic segmentation
pytorch_notebooks
A collection of PyTorch notebooks for learning and practicing deep learning
data-science-portfolio
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Python-Deep-Learning-Projects
Codebase for my book "Python DeepLearning Projects" | Learn applied deep learning for various use-cases on NLP, CV and ASR using TensorFlow and Keras. Book link.
data-science-question-answer
A repo for data science related questions and answers
Emotion-Recognition
Emotion Recognition
SDC-Vehicle-Lane-Detection
I am using an ensemble of classic computer vision and modern deep learning techniques, to detect the lane lines and the vehicles on a highway. This project was part of the Udacity SDC Nanodegree.
mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
EvadeML-Zoo
Benchmarking and Visualization Tool for Adversarial Machine Learning
deeplearning-models
A collection of various deep learning architectures, models, and tips
SDCND-Prerequisites
A list of recommended prerequisites for Udacity's Self Driving Car Nanodegree
course-nlp
A Code-First Introduction to NLP course
Learn_Computer_Vision
This is the curriculum for "Learn Computer Vision" by Siraj Raval on Youtube
TAADpapers
Must-read Papers on Textual Adversarial Attack and Defense
gotraining
Go Training Class Material :