Learn how stock screening works, the key valuation, profitability, growth, leverage and liquidity filters, common screening mistakes, and its role in CFA equity analysis.

Learn how data lakes work in financial data science, their uses in fraud detection, credit risk, investment research, machine learning, governance, and how they differ from data warehouses.

Learn share ownership transfer, its meaning, process, transfer vs transmission, private vs listed shares, SH-4, stamp duty, Companies Act 2013, and CFA exam concepts.

Learn portfolio planning, the Investment Policy Statement (IPS), objectives, constraints, portfolio management process, examples, and CFA exam concepts with practical explanations.

Learn what Material Non-Public Information (MNPI) is, how to identify it, examples, mosaic theory, insider trading rules, SEBI regulations, and CFA Standard II(A).

Learn cross rates in currency markets, their formula, bid-ask calculations, real examples, triangular arbitrage, quote conventions, and CFA exam concepts.

Learn event-driven hedge funds, activist investing, merger arbitrage, distressed debt, special situations, proxy fights, and how hedge funds profit from corporate events.

Learn the maturity effect in bonds, how duration changes as bonds age, pull to par, convexity, immunisation, and why long-term bonds are more sensitive to interest rate changes.

Learn quote-driven markets, dealer markets, bid-ask spreads, market makers, OTC trading, bond markets, forex markets, and CFA market structure concepts.

Learn soft commodities with examples like wheat, coffee, sugar, cotton, cocoa, and soybeans. Understand futures, roll yield, stocks-to-use ratio, inflation hedging, ESG risks, and CFA concepts.

Learn indicator variables in linear regression, dummy variable meaning, coefficient interpretation, reference categories, dummy variable trap, interaction terms, and CFA exam concepts.

Learn what the price setting option is, how pricing flexibility creates value, its link with real options, demand volatility, pricing power, DCF, and CFA exam concepts.

Learn the major econometric approaches including OLS, IV, panel data, VAR, Difference-in-Differences, Regression Discontinuity, structural econometrics, and forecasting with practical examples.

Learn the avenues of diversification in investing, including asset classes, sectors, geographies, market capitalization, investment styles, currencies, and time diversification with practical examples.

Learn non-annual compounding with simple formulas, solved examples, Effective Annual Rate (EAR), quarterly, monthly and daily compounding, and CFA exam concepts.

Learn what impact investing is, how it works, examples from India, impact vs ESG investing, benefits, risks, IRIS+ framework, and CFA exam concepts.

Learn Conditional Probability with simple formulas, solved examples, finance applications, Bayes’ Theorem, and CFA exam insights. Understand P(A|B) the easy way.

Learn what the Market-to-Book Ratio is, its formula, examples, interpretation, advantages, limitations, and how it is used in equity valuation, banking, and CFA Level 1.