Ritesh Kumar Malaiya's Projects
An awesome list of high-quality open datasets in public domains (on-going).
This code is written for the purpose of paper published in
My solution to the Udacity Self-Driving Car Engineer Nanodegree Vehicle Detection and Tracking project.
This project has been conducted under the supervision of Dr. Richard Golden at COINS Lab in University of Texas at Dallas.
cs231n assignments
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
My Note from Data mining specialization
Repo for the Deep Learning Nanodegree Foundations program.
Learning Machine Learning using Kaggle dataset
Approximating Latent Semantic indexing on streaming data using Adaptive learning methods
For Coursera Data Science Specialization
Implementation of Hidden Markov Models in pymc3
Multi-Variate exploratory analysis on environmental conditions for 137 countries to explore any patterns, if exists, between Happiness levels and environmental conditions
This project has been conducted under the supervision of Dr. Jinoh Kim and Dr. Donghwoon Kwon at Texas A&M University-Commerce. The research outcome are published in the proceeding of IEEE ICNC 2018 (http://www.conf-icnc.org/2018/), with the title of “An Empirical Evaluation of Deep Learning for Network Anomaly Detection”.
Coursera - documentation related
ME Project.
TensorFlow Tutorial and Examples for beginners