Skip to primary content

Jeremy Whittaker

Dad, Husband, Entrepreneur, Quantitative Investor

Search

Main menu

Principles
Businesses
Strategies
- Raw Trading Ideas
Contact
- Schedule a lunch
FOMC Rate Probabilities
Dashboards
- S&P 500 with PE Ratio
- Macro
- FED
- Consumer
- Equality
Indicators
- United States Indicators
- China Indicators
Real Estate
Recommended Reading

Python, Machine Learning, and

I highly recommend taking these courses in order.

Python
Intro to machine learning
Intermediate machine learning
A ton of other courses on Kaggle

YouTube Videos to MP3 and TranscriptionDecember 3, 2024
Analyzing Any Polymarket User’s Trades Using PolygonSeptember 24, 2024
Arbitrage in Polymarket.comSeptember 24, 2024
Degenerate Gambling on Polymarket.com: Picking Up Pennies in Front of a Steamroller… for a 12.09% Yield?September 5, 2024
Degenerate Gambler or Investor? Analyzing Polymarket’s “Will Apple Remain the Largest Company” BetSeptember 1, 2024
Exploiting Arbitrage – Betting Against Nate Silver for a 54% YieldAugust 30, 2024
Generating API keys for Polymarket.comAugust 28, 2024
Accessing Polymarket.com Data in PythonAugust 20, 2024
Unconventional Success: A Fundamental Approach to Personal Investment by David F. Swensen August 12, 2024
Building a DIY Powerwall to offset peak demand cost PT3, installAugust 1, 2024
Building a DIY Powerwall to offset peak demand cost PT2, sizing the batteryJune 5, 2024
Building a DIY Powerwall to offset peak demand cost PT1, why?June 5, 2024
Automating notification updates on court cases for Maricopa County Superior CourtMay 28, 2024
Automating FinCEN Beneficial Ownership Information Reporting for Multiple OrganizationsMay 28, 2024
A Deep Dive into Intraday Trading Costs with Python, Alpaca’s API, and SIP DataApril 8, 2024
Houses over $1M in Arizona are selling at their fastest pace, ever.April 1, 2024
How to Buy Gold for Less Than SpotMarch 15, 2024
Python and yfinance: Free Fundamental Data for Algorithmic TradingMarch 14, 2024
Snagging Gold and Silver from Costco.com with PythonMarch 14, 2024
Hedge Fund Market Wizards by Jack D. Schwager Custom GPTMarch 7, 2024
How I Built a Custom GPT to Interpret and Answer Questions About my HOA Governing DocumentsFebruary 28, 2024
Arizona Real Estate Update Februrary 2024February 26, 2024
Berkshire Hathaway Annual Shareholder Letter PDF and MP3February 26, 2024
Soaring Inflation and Stable Unemployment Will Stop the FED from Cutting RatesFebruary 23, 2024
Extracting text from a PDF using OCR, Python, and Google Colab for freeFebruary 15, 2024
Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python GPTFebruary 6, 2024
Automating 1099 statements from TreasuryDirect.govJanuary 24, 2024
Mortgage Rates on Hold? Latest FED Futures Flip Forecast for MarchJanuary 23, 2024
Modifying PyFolio to output to HTMLJanuary 23, 2024
Mortgage Demand Surges!… Huh?January 21, 2024
Pyfolio – AttributeError: ‘Series’ object has no attribute ‘iteritems’ & AttributeError: ‘numpy.int64’ object has no attribute ‘to_pydatetime’January 18, 2024
Using Simple Multiple Linear Regression Models to Estimate Missing DataJanuary 2, 2024
Credit Card Arbitrage: Turning a 0% APR Offer into $2,000 in Free CashDecember 12, 2023
Maximizing Cash Returns in a Rising Rate EnvironmentDecember 8, 2023
My Leaky Water Bill – How to Use Machine Learning to Detect Water LeaksNovember 16, 2023
Predicting Stock Prices and Corporate Financials Ratios with Facebook Prophet Using PythonNovember 1, 2023
What is an HDF5 File? A Deep Dive into Hierarchical Data FormatNovember 1, 2023
Using Python to save corporate financial data locally from EODHDNovember 1, 2023
How to Store Stock Market Data Locally with Python: A Step-by-Step Guide to Saving OHLCV Data from EODHDOctober 24, 2023
Storing Stock Market Indices and Symbols with EODHDOctober 20, 2023
Why Housing Prices are UnsustainableMay 25, 2023
Housing Affordability Analysis Using PythonMay 25, 2023
Analyzing the FED Raising/Lowering rates impact on S&P and Housing PricesMay 23, 2023
Republish Alpaca trades, quotes, and bars using RedisMay 8, 2023
A Python Based Alpaca Template to Process Real-time Market DataMay 3, 2023
Getting Started with InteractiveBrokers TWS APIMay 2, 2023
Analysis of House Prices and Interest Rates: The Path to Equilibrium Using Python and FREDMay 1, 2023
Automating the Management of Hundreds of TreasuryDirect.gov accountsApril 26, 2023
Evaluating Optimization Algorithms for Ornstein-Uhlenbeck with Synthetic Data: A Comparison of Accuracy and SpeedApril 26, 2023
Mean Absolute Relative Difference Error (MARDE) Metric for Improved Forecasting EvaluationApril 7, 2023

Everything on this site is for entertainment purposes only (it's a stretch to even call it entertaining). Consider anything on this site the complete opposite of any advice, especially financial. Full disclosure: I've been on the receiving end of several multi-million dollar lawsuits. So, if this is your goal, you're in the right place. Before making any decisions based on what you read here, consulting with actual professionals is a really, really good idea. I'm not liable for any misfortunes or legal escapades that arise from taking this content to heart. Information here is neither guaranteed in accuracy nor reliability.

© 2005 Jeremy Whittaker

Follow for updates!