saikrishna-kanneti

architecture-decision-record

Architecture decision record (ADR) examples for software planning, IT leadership, and template documentation

Boston-Crime-analysis-using-Machine-Learning

Cab-Network-Route-optimizations-using-R

Convex optimizations using lpsolve, linear programming; linear inequality constraints

chicago-crime-data-analysis

Cost-optimizatons-using-Geospatial-and-Taxi-data

Database-systems

ddia-references

Literature references for “Designing Data-Intensive Applications”

deep-learning-coursera

developer-roadmap

Roadmap to becoming a web developer in 2021

Diabetes-classification-on-medical-data-using-LR-and-discriminant-analysis

engineering-blogs

A curated list of engineering blogs

fastai

The fastai deep learning library, plus lessons and and tutorials

Glasses-detection-using-TensorFlow-and-keras

Implemented Deep neural networks on Celeb dataset using TensorFlow and compared the accuracy against multilayer perceptron neural networks

Image-classification-using-Neural-Networks

Implemented a multilayer perceptron neural network in classification of handwritten digits in Python and obtained a 97% accuracy rate, used TensorFlow library to compare performance of neural network against deep neural networks on Celeb dataset

linear-ridge-regression-Implementation-using-numpy-and-scipy

modeldb

A system to manage machine learning models

NewYork-Vehicle-Collision-Geospatial-analysis

notebooks

collection of iPython notebooks

NYTimes-articles-classification-using-Machine-Learning-SPARK

predictive-modelling-for-asset-failure-and-estimating-life-cycles

Problems

Programming-in-Python

Quora-Dupliacate-Questions-identification-using-Text-mining-XG-Boost

Quora duplicate questions pairs prediction using NLP, text mining and XG Boost

Reddit-tag-prediction-using-Random-Forests-XG-Boost

watson-banking-chatbot

A chatbot for banking that uses the Watson Assistant, Discovery, Natural Language Understanding and Tone Analyzer services.