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Data Science 4 Buffett Value Investing

سرفصل های دوره

Become an intelligent investor armed with a practical data-science version of Warren Buffett stock investing principles


1. Welcome!
  • 1. Welcome Message.html
  • 2. Introduction
  • 3.1 Course Outline.docx
  • 3. Course Outline
  • 4. Disclaimer

  • 2. Value Investing Principles of Buffett
  • 1. Section 2 Introduction.html
  • 2. Data Science Perspective of Market Behavior and Buffett Value Investing
  • 3.1 3.SP500 Models.xlsx
  • 3. Statistics Modeling of SP500 Index by Excel
  • 4.1 Google Sheet for the technical analysis of SP500 index.html
  • 4. Statistics Modeling of SP500 Index by Google-Sheets

  • 3. Terminology, Financial Database and Analysis Tools
  • 1. Section 3 Overview.html
  • 2.1 2.Basic-Terminology.docx
  • 2.2 Amazon and Walmart examples at pages 31-32.html
  • 2. Terminology for Financials & Stock Investing
  • 3.1 2.Industry Classification and Examples.docx
  • 3.2 Apple example at page 33.html
  • 3. Industry Classification
  • 4.1 Free educational database.html
  • 4. Financial Database and Analysis Tools Tutorial
  • 5.1 Amazon example at page 31.html
  • 5. Retrieving Financial and Valuation Data for Amazon
  • 6. Retrieving the financial and valuation data for a company of your choice.html

  • 4. Assessment Test (Quiz) 1
  • 1. Overview of Assessment Test 1.html
  • 2. Assessment Test 1.html

  • 5. Industry and Country Analysis and Selection
  • 1. Industry and Country Analysis Overview.html
  • 2. Which Countries to Invest
  • 3.1 Analysis template is at page 34.html
  • 3.2 CAGR - Country.xlsx
  • 3. Generating Country Analysis
  • 4. Which Industries to Invest or Avoid
  • 5.1 Analysis template is at page 43.html
  • 5.2 CAGR - Industry.xlsx
  • 5. Generating Industry Analysis
  • 6. Identify Sun-Rise vs. Sun-Set Industries by Competition Intensity
  • 7.1 Analysis template is at page 69.html
  • 7. Generating Competition Intensity
  • 8. Analyze the countries and industries of your choice for investment purpose.html

  • 6. Individual Stock Analysis Overview
  • 1. Individual Stock Analysis Overview.html
  • 2. Why Individual Stocks
  • 3.1 Analysis templates at pages 4-5.html
  • 3. Generating Data Visualization for Individual Stocks
  • 4. Three Exploding Stocks
  • 5.1 Analysis template is at page 12.html
  • 5. Estimate Fair Price (Intrinsic Value) by the Price Regression Model
  • 6.1 Analysis template is at page 12.html
  • 6. Generating the Price Regression Models

  • 7. Assessment Test (Quiz) 2
  • 1. Overview of Assessment Test 2.html
  • 2. Assessment Test 2.html

  • 8. Individual Stock Analysis in Retailing Industry
  • 1. Overview of Individual Stock Analysis in Retailing.html
  • 2.1 CAGR - Case-Studies.xlsx
  • 2. Retailing Industry Stock Market Overview
  • 3.1 Analysis template is at page 20.html
  • 3. Generating Retailing Industry Stock Market Analysis
  • 4. Amazon, TJX and Nordstrom Fair Price Analysis
  • 5.1 Analysis template is at page 26.html
  • 5.2 Fair-price-calculation - retailing.xlsx
  • 5. Generating the Price Regression Models for Amazon, Nordstrom and TJX
  • 6. Under-Value Analysis of Amazon and Nordstrom
  • 7.1 Analysis template is at page 29.html
  • 7. Generating the Under-Value Analysis for Amazon

  • 9. Individual Stock Analysis in Semiconductors Industry
  • 1. Overview of Individual Stock Analysis in Semiconductors.html
  • 2.1 CAGR - Case-Studies.xlsx
  • 2. Semiconductors Industry Stock Market Overview
  • 3.1 Analysis template is at page 42.html
  • 3. Generating Semiconductors Industry Stock Market Analysis
  • 4. Intel, AMD and Texas Instruments Fair Price Analysis
  • 5.1 Analysis template is at page 49.html
  • 5.2 Fair-price-calculation - semiconductors.xlsx
  • 5. Generating the Price Regression Models for Intel, AMD and TXN
  • 6. Under-Value Analysis of Intel Competitive Intelligence & Comparative Valuation
  • 7. Over-Value Analysis of Texas Instruments
  • 8.1 Analysis template is at page 52.html
  • 8. Generating the Under-Value Analysis for Intel

  • 10. Individual Stock Analysis in Pharmaceuticals and Biotechnology Industries
  • 1. Overview of Individual Stock Analysis in Pharmaceuticals and Biotechnology.html
  • 2.1 CAGR - Case-Studies.xlsx
  • 2. Pharmaceuticals and Biotechnology Industries Stock Market Overview
  • 3.1 Analysis template is at page 69.html
  • 3. Generating Pharma and Biotech Industries Stock Market Analysis
  • 4. Pfizer, Johnson & Johnson and Merck Fair Price Analysis
  • 5.1 3.Fair-price-calculation - pharma.xlsx
  • 5.2 Analysis template is at page 77.html
  • 5. Generating the Price Regression Models for Pfizer, JnJ and Merck
  • 6. Over-Value Analysis of Merck & Co
  • 7.1 Analysis template is at page 80.html
  • 7. Generating the Over-Value Analysis for Merck & Co

  • 11. Individual Stock Analysis in Automobile Industry
  • 1. Overview of Individual Stock Analysis in Automobile.html
  • 2.1 CAGR - Case-Studies.xlsx
  • 2. Automobile Industry Stock Market Overview
  • 3.1 Analysis template is at page 84.html
  • 3. Generating Automobile Industry Stock Market Analysis
  • 4. GM and Ford Fair Price Analysis
  • 5.1 3.Fair-price-calculation - Auto.xlsx
  • 5.2 Analysis template is at page 91.html
  • 5. Generating the Price Regression Models for GM and Ford
  • 6. Tesla Price Analysis by Comparative Valuation Market Speculation
  • 7.1 Analysis template is at page 94.html
  • 7. Generating the Comparative Valuation between Ford and Tesla

  • 12. Individual Stock Analysis in Capital Goods Industry
  • 1. Overview of Individual Stock Analysis in Capital Goods.html
  • 2.1 CAGR - Case-Studies.xlsx
  • 2. Capital Goods Industry Stock Market Overview
  • 3.1 Analysis template is at page 98.html
  • 3. Generating Capital Goods Industry Stock Market Analysis
  • 4. Boeing, GE and Deere Fair Price Analysis
  • 5.1 3.Fair-price-calculation - Capital Goods.xlsx
  • 5.2 Analysis template is at page 104.html
  • 5. Generating the Price Regression Models for Boeing, GE and Deere
  • 6. Under-Value Analysis of Boeing Competitive Intelligence & Comparative Valuation
  • 7. Over-Value Analysis of Deere
  • 8.1 Analysis template is at page 107.html
  • 8. Generating the Under-Value Analysis for Boeing

  • 13. Summary and Caution
  • 1. Section 13 Overview.html
  • 2. Summary and Caution

  • 14. Mini-Project
  • 1. Mini-project Overview
  • 2. Mini-Project Data Science + Individual Stock Analysis.html
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