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antimicrobialresistancedatavisualization

Worldwide antimicrobial resistance data visualization using data-driven document D3.js animating from 1987 till 2014

auto-deploy_superpower

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

banana-dqn

Banana collection navigation using a vanilla DQN

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

carnd-lanelines-p1

Lane Finding Project for Self-Driving Car ND

carnd-tensorflow-lab

TensorFlow Lab for Self-Driving Car ND

churn_prediction_sparkify

Predicting music streaming service user churn on local machine and AWS EMR using Apache Spark.

cloud_devops

collab-compete_ddpg

Collaboration and competition of two tennis playing agents with DDPG

continuous-control_ddpg

A continuous control environment solved with DDPG actor-critic agent

correlation_of_stockindices

This program allows to choose a stock index from 5 stock indices and explore the chosen index correlations with the other 4 indices.

create-your-own-adventure

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

design_provision_monitor

disaster_response_etl_nlp_pipelines

A web app to analyse and categorizes disaster response message with ETL, NLP and ML pipelines

financialdataexploratoryanalysis

Financial Data exploratory analysis using R: Distribution, time-series analysis, bivariate exploration of various features, correlation matrix, risk sentiments and behavior for different asset class.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

high_availability_webapp_aws_cloudformation

This project deploys a High-Availability Web Application Using AWS CloudFormation Infrastructure-as-code (IAC) that automates the process of creating a secured and high-availability environment and deploying an application (packaged and staged in AWS S3 Storage) into a dockerized Apache Web Server. The script contains all the configurations needed for a repeatable process so that the infrastructure can be discarded and recreated at will multiple times.

image_filter

machine-learning

Content for Udacity's Machine Learning curriculum

mlpred_boston_prices

models

Models built with TensorFlow

nutrient_json_db

This project loads the USDA food database in json format and parses the data into components for analysis in a time and computation efficient manner.

positionsizingallocationstrategies

The program executes trading on a wide spectrum of position sizing and allocation strategies based on two choices of EMA signal EMA 21 and 45 +/- 0.5 ATR trade strategies. The combination of these creates 18 trade strategies.

real_estate_investment_with_airbnb

This project sets to design a framework for property market analysis in a city with the objective of identifying property that generates rental income in Airbnb marketplace.

recommendations_with_ibm_watson_studio

This project analyze the interactions that users have with articles on the IBM Watson Studio platform, and make recommendations to them about new articles that they will like.

recoverability_in_aws

Recoverability in AWS

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

risk_management

Backtesting with varied risk management strategies