AI-Driven Technical Analysis& Fundamental Analysis

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14Introduction to Fundamental Analysis What is an Investment?, Risk and Return, Mindset of an Investor, Investable grade attributes, Individual Investor Life Cycle
15Investment Theory & Market Efficiency Efficient Capital Markets, Markowitz Portfolio Theory, The Capital Asset Pricing Model, Technical vs Fundamental Analysis
16Financial Statement Analysis – How to Read the Annual Report, Profit and Loss statement, Balance Sheet, Cash flow statement
17Financial Statement Analysis – Ratio Analysis: Profitability Ratios, Leverage Ratios, Operating Ratios, Valuation Ratios
18Risk Analysis & Valuation Approaches Business Risk, Financial Risk, External Market Risk, Liquidity Risk, Valuation Approaches (Absolute vs Relative)
19Economic Analysis The Business Cycle, The Global Economy, Economic Activity, Government Policy (Monetary & Fiscal)
20Industry Analysis The Business Cycle and Industry Sectors, Structural Economic Changes, Industry Life Cycle, Analysis of Industry Competition
21Company Analysis & Valuation Firm Competitive Strategies, SWOT Analysis, Estimating Intrinsic Value, Relative Valuation Ratios
22Discounted Cash Flow Valuation Discounted Cash Flow model, Free cash flow to equity model, Residual income model
23AI-Assisted Financial Analysis Automated ratio calculation with Python, Anomaly detection in financial statements, Machine learning for credit risk prediction
24Natural Language Processing for FA NLP for earnings call transcripts & annual reports, Sentiment analysis of management commentary
25ESG Integration & Sustainable Investing ESG metrics and scoring, Sustainability integration in fundamental analysis, Responsible investment frameworks
26Bloomberg for Fundamental Analysis Bloomberg Assignment 1 & 2, Financial data retrieval, Company and industry analysis on Bloomberg

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