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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