RichieGarafola

ASU-FinTech-Python

Compilation of all assignments for ASU-Fintech Bootcamp. Units Covered : Python Pandas API PyViz SQL Time Series Classification (Machine Learning) Natural Language Processing AWS Deep Learning Algorithmic Trading Blockchain Building Blocks Blockchain with Python Smart Contracts with Solidity Advanced Solidity

BasicStockAnalysis

Stock analysis is the evaluation or examination of the stock market. There are many trading tools to use to analyze stocks; such as fundamental and technical analysis.

ComputeVolatility

Statistical volatility (also called historic or realized volatility) is a measurement of how much the price or returns of stock value. It’s used to optimize portfolios, detect regime changes, and price derivatives. In this repo I cover Standard Deviation, Parkinson, Garman-Klass, Hodges-Tompkins, Rogers-Satchell, Yang-Zhang

GARCH

How to forecast volatility with GARCH. Professional options traders don’t make bets that stocks will go up or down. They look for mispricings in the market. Mispricing happens when the market price is different than what a model says the price should be.

Housing_Price_Sentiment_Advisor

Housing Price Sentiment Advisor. Our tool will analyze 15 and 30 year fixed mortgage rates from FRED economic database and look for correlations with Case Shiller housing prices. The fixed mortgage rates will act as indicators to help us understand the future outlook of the housing market. The economic sentiment will be gauged using NLP. This tool will assess the correlations and judge if it is the right time to look for houses based on our predictions.

NFA-NotFinancialAdvice

This is your one stop shop for all analysis as it relates to the Stock Markets. Whether you are intersted in general information on the company, fundamental analysis, technical analysis or perhaps you want to see what your asset looks like forecasted in the future, we have the tools you are looking for!

OmegaRatio

The Omega ratio is a weighted ratio of gains and losses above a threshold return. It captures more information about returns than similar metrics like the Sharpe ratio.

RoboAdvisor

A bot that will recommend an investment portfolio for a retirement plan. You were hired as a digital transformation consultant by one of the most prominent retirement plan providers in the country; they want to increase their client portfolio, especially by engaging young people. Since machine learning and NLP are disrupting finance to improve customer experience, you decide to create a robo advisor that could be used by customers or potential new customers to get investment portfolio recommendations for retirement.

Sales_Analysis

Hypothetical Sales Analysis

Travel_Planner_Currency_Conversion

Travel planning tool that will allow the end user to select a set of countries they would like to travel to and the travel timeframe. The tool will analyze historical forex data and predict the country that will have the most favorable currency within the given timeframe for traveling.

RichieGarafola/API-Financial-Planning-Homework

Financial Planning

RichieGarafola/aws-crypto-converter

aws crypto converter

RichieGarafola/CFDS-Notebooks

A series of interactive labs we prepared for the Chartered Financial Data Scientist Certification. The content of the series is based on Python, IPython Notebook, and PyTorch.

RichieGarafola/Finance

Here you can find all the quantitative finance algorithms that I've worked on and refined over the past year!

RichieGarafola/FinTech-Class-Submission

Ripple

RichieGarafola/FinTech-Homework1

This is my entry for unit 1 Homework Assignment: FinTech Case Study

RichieGarafola/machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

RichieGarafola/ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

RichieGarafola/pandas-cookbook

Recipes for using Python's pandas library

RichieGarafola/Pandas-Data-Science-Tasks

Set of real world data science tasks completed using the Python Pandas library

RichieGarafola/Pandas-Homework

A Whale off the Port(folio)

RichieGarafola/Python-for-Finance-Cookbook

Python for Finance Cookbook, published by Packt

RichieGarafola/python-homework

RichieGarafola/s-and-p-500-companies

List of companies in the S&P 500 together with associated financials

RichieGarafola/Solidity_Joint_Account

Smart contract created with Solidity, that accepts two user addresses linked to a joint savings account. Implementing a financial institution’s requirements to provide the ability to deposit and withdraw funds from the account.

RichieGarafola/streamlit-analytics

👀 Track & visualize user interactions with your streamlit app