Udemy - Algorithmic Trading - Mathematical and Strategic Theories
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 B |
| ~Get Your Files Here !/1 - Intro/1 -Hello and Welcome.mp4 | 27.11 MB |
| ~Get Your Files Here !/2 - Mathematical Foundations/1 -Probability and Statistics Review.mp4 | 95.66 MB |
| ~Get Your Files Here !/2 - Mathematical Foundations/2 -Time Series Analysis Essentials.mp4 | 97.43 MB |
| ~Get Your Files Here !/2 - Mathematical Foundations/3 -Stochastic Processes and Models.mp4 | 87.54 MB |
| ~Get Your Files Here !/2 - Mathematical Foundations/4 -Stochastic Calculus Basics.mp4 | 136.72 MB |
| ~Get Your Files Here !/2 - Mathematical Foundations/5 -Optimization Techniques.mp4 | 79.95 MB |
| ~Get Your Files Here !/2 - Mathematical Foundations/6 -Machine Learning Foundations.mp4 | 112.43 MB |
| ~Get Your Files Here !/2 - Mathematical Foundations/7 -Performance Metrics and Evaluation.mp4 | 185 MB |
| ~Get Your Files Here !/2 - Mathematical Foundations/8 -Lesson 2.8 Statistical Testing and Overfitting.mp4 | 83.65 MB |
| ~Get Your Files Here !/3 - Strategy Design and Development/1 -Mean Reversion Strategies.mp4 | 74.37 MB |
| ~Get Your Files Here !/3 - Strategy Design and Development/2 -Trend Following Strategies.mp4 | 111.57 MB |
| ~Get Your Files Here !/3 - Strategy Design and Development/3 -Pairs Trading and Cointegration.mp4 | 88.52 MB |
| ~Get Your Files Here !/3 - Strategy Design and Development/4 -Statistical and Risk Arbitrage.mp4 | 85.81 MB |
| ~Get Your Files Here !/3 - Strategy Design and Development/5 -Market-Making and Microstructure.mp4 | 99.79 MB |
| ~Get Your Files Here !/3 - Strategy Design and Development/6 -Factor Models and Alpha Generation.mp4 | 94.83 MB |
| ~Get Your Files Here !/3 - Strategy Design and Development/7 -Machine Learning in Strategy Development.mp4 | 115.27 MB |
| ~Get Your Files Here !/3 - Strategy Design and Development/8 -Strategy Optimization and Walk-Forward Analysis.mp4 | 118.36 MB |
| ~Get Your Files Here !/4 - Implementation and Risk Management/1 -Data Acquisition and Preprocessing.mp4 | 71.41 MB |
| ~Get Your Files Here !/4 - Implementation and Risk Management/2 -Backtesting Framework Architecture.mp4 | 115.85 MB |
| ~Get Your Files Here !/4 - Implementation and Risk Management/3 -Execution Algorithms and Order Types.mp4 | 81.27 MB |
| ~Get Your Files Here !/4 - Implementation and Risk Management/4 -Transaction Costs and Slippage Modeling.mp4 | 74.83 MB |
| ~Get Your Files Here !/4 - Implementation and Risk Management/5 -Risk Management and Position Sizing.mp4 | 107.72 MB |
| ~Get Your Files Here !/4 - Implementation and Risk Management/6 -Performance Monitoring and Real-Time Analytics.mp4 | 114.78 MB |
| ~Get Your Files Here !/4 - Implementation and Risk Management/7 -Deployment and Infrastructure Considerations.mp4 | 97.69 MB |
| ~Get Your Files Here !/Bonus Resources.txt | 70 B |
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