PYTHON for FINANCE LESSON 02: Analyzing ETFs with Python Lists скачать в хорошем качестве

PYTHON for FINANCE LESSON 02: Analyzing ETFs with Python Lists

🚀 Stop Guessing, Start Engineering: Analyzing ETFs with Python Lists "Don't look for the needle. Buy the entire haystack.". In Lesson 2 of the Quantified Self-Financier curriculum, we move from financial defense to expansion. While the "gurus" tell you to chase the next secret stock, we use the Double Helix method—combining financial theory with Python code—to prove why the math favors the "haystack". We explore why 90% of active fund managers fail to beat the market over 25 years and show you how to build your own verifiable investment portfolio using Python's most fundamental data structure: the List. 🛠️ What You’ll Learn Today: The "Haystack" Strategy: Why ETFs (Exchange Traded Funds) are the ultimate engineering tool for wealth. Market Cycles: Understanding the 4 phases of the economy (Expansion, Peak, Recession, Recovery) so you can invest without emotion. Python Lists for Finance: Moving from Excel to Python’s zero-based indexing system. The "Verbs" of Wealth: Using Python methods like .append(), .remove(), and .sort() to manipulate real-world financial data. Dollar-Cost Averaging (DCA): How to automate your discipline with a simple coding algorithm. 📈 Timestamps: 0:00 – Intro and recap from previous lessons/videos 1:15 – The Myth of Active Management 2:30 – What is an ETF? Buying the Haystack 4:59 – ETFs as List in Python 7:08 – Loading the SP500 as a list in Google Colab 8:03 – Market Capitalization Weighting 8:38 – Accesing Lists - Positive and Negative Indexing 9:50 – Slicing a List 11:27 – NASDAQ100 and other ETFs 12:38 – Mastering List Methods: One Pager 16:05 – Append Method & Example on Python 16:35 – Clear Method & Example on Python 17:08 – Count Method & Example on Python 17:53 – Copy Method & Example on Python 18:15 – Remove Method & Example on Python 18:48 – Remove Method & Example on Python 19:09 – Reverse Method & Example on Python 19:27 – Index Method & Example on Python 19:47 – Len and Sorth Methods & Examples on Python 20:28 – Full Lesson 2 Recap Diagram Are you ready to stop trusting gurus and start trusting data? Subscribe to join the next generation of data-literate investors. #PythonForFinance #PersonalFinance #DataScience #ETFs #InvestingForBeginners #QuantifiedSelfFinancier #PandasTutorial