• Build your own trading index with Python

    Published

    Unlock the power of Python to build your own US Dollar Index—learn step-by-step how to create, customize, and validate a flexible currency benchmark using real data, advanced weighting, and code, perfect for traders and quantitative investors seeking an edge

  • Forex calendar cheatsheet — How to find your edge

    Published

    Unlock the power of economic calendars in Forex trading—learn where to find reliable calendars, which high-impact indicators to watch, and how to use this data to enhance your strategies, manage risk, and capitalize on market-moving events for better trading results.

  • Do it like Hedge Funds! How to read 13F (and some Python to parse it)

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    Find out the secrets of hedge fund investing by analyzing SEC 13F filings—learn how to track top funds like Warren Buffett’s Berkshire Hathaway, parse real data with Python, and discover actionable insights to inform your own trading strategy, all in one comprehensive guide.

  • Automating a Daily Email with Custom Stock Analysis with Python

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    Automate your daily stock analysis with Python: learn how to receive a customized email every morning highlighting S&P 500 trends, 52-week highs, and moving average crossovers—save time, boost trading discipline, and never miss key market signals again.

  • A simple guide to automate a Python script using GitHub Actions for free

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    Automate Daily Weather Forecast Emails with GitHub Actions: Effortlessly Schedule Python Scripts, Store Data, and Send Personalized Reports—Learn to Integrate WeatherAPI, Email Templates, and Secure Secrets for Reliable, Hands-Off Updates Using Free Tiers and Best DevOps Practices.

  • Building Better Portfolios: Python Strategies for Risk Management and Returns

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    Supercharge your investments with hands-on Python code—learn how to build, simulate, and optimize diversified portfolios using Modern Portfolio Theory, the Efficient Frontier, and real market data for smarter returns.

  • 101 Guide to yfinance in Python — Tons of data for free!

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    Published

    Unlock free, reliable financial data for stocks, forex, crypto, and more using Python’s yfinance library—learn how to access historical prices, fundamentals, and automate your trading research, all without paid APIs or complex setups. Perfect for analysts and developers.
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    12 Risk metrics for investments with Python. From standard deviation to R-squared

    Published

    Unlock the secrets of smarter investing with 12 essential risk metrics every trader should know—explained with clear Python code examples. Learn how to assess volatility, drawdowns, and risk-adjusted returns for stocks like Apple and Tesla, and boost your portfolio analysis skills with practical, actionable insights for better decision-making.
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    Custom stock screener with Python

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    Published

    Tired of limited online stock screeners? Build your own with Python and yfinance! Effortlessly fetch real-time data, customize metrics, and export results to Excel—empowering you to create smarter, fully tailored investment filters without subscription fees or restrictions. Unlock the power of automation for your trading strategy today.

Hello,

I’m Fil the Greek

also known as Filippos! As a busines and data analyst with a passion for numbers, algorithms, and trading strategies, I combine Python-powered insights with real-world market analysis to uncover trends and opportunities.

Let’s connect

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