Financial Analytics in R - Beginners
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Introduction to Financial Analytics In R (5:34)
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Time Value of Money (9:05)
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Capital Budgeting NPV (5:57)
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Insall to FinacialMath (11:08)
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FinacialMath IRR (7:52)
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Payback Period (3:57)
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Loan Payment and Annuity Calculation (9:50)
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Stock Analysis Using R (8:01)
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Importing Data in R (10:13)
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Visualizing Multiple Stock (6:32)
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Plot Zoom (6:08)
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Plotting Log Differnces of Prices in Stock (6:46)
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Technical Analysis of Stocks (7:03)
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Comparison Analysis (10:53)
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Bond Valuation in (12:42)
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Bond Valuation Continue (6:32)
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More on Bond Valuation (7:13)
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Capital Asset Pricing Model (7:48)
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Basic Concept Finance (4:34)
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Coding R (5:47)
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Price Development (10:00)
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Risk Return Trade (10:48)
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Plot The Value (6:17)
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Adding a Third Asset (3:50)
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Create Portfolio Weights (9:07)
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Possible Portfolios with Three Risky Assets (3:04)
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Fundamental Analysis (11:02)
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Working on Financial Ratios (4:03)
Financial Analytics and Statistical Tools
Financial Analytics with Python
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Introduction to Course (2:17)
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How to Install Python Software (2:52)
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Use of Python Libraries (7:25)
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Data Analysis (0:46)
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Working on Dataframe Part 1 (12:58)
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Working on Dataframe Part 2 (10:20)
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Working on Dataframe Part 3 (6:07)
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Base of Analytics (9:42)
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Financial Time Series Analysis (12:22)
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Regression Analysis (9:46)
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Data Visualisation (8:01)
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Data Visualisation Continue (5:55)
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Financial Plots (5:09)
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3D Charts (3:38)
Financial Analytics in R - Intermediate
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Introduction to Financial Analytics in R Intermadiate (1:47)
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Linear Regression Method (4:39)
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Linear Regression Method Example (2:16)
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Linear Regression Method Example Continue (6:14)
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Linear Regression Method Assumptions (3:56)
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How Good Our Model is (9:01)
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Regression Line (5:32)
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R Square (8:17)
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Logistic Regression (6:39)
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Importance of Transformation from Probability to Log Odds (9:43)
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Logistic Regression Example (4:27)
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Logistic Regression Example Continue (5:54)
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Logitech Regression Diagnostics (9:10)
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Scope (1:09)
Financial Analytics in R - Advanced
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Introduction to Financial Analytics in R (1:30)
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What are Derivative (3:16)
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Option Contract (5:27)
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Basic Scholes Option Pricing Model (7:11)
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Option Pricing in R (4:42)
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Assumptions - Black Scholes Model (6:14)
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Exotic Option - Barrier Option (4:44)
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Barrier Option Pricing (3:37)
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Perpetual American Bonds (4:43)
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Option Greeks (11:35)
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Risk Measure (7:52)
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Risk Measures in R (6:00)
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Risk Measures in R Continue (7:59)
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More on Risk Measures in R (3:29)
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Conclusion (5:51)
