1. The Basics of Securities Markets
                                    
                                        Basics of stocks
                                            
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                                        Basics of stock markets
                                            
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                                        Basics of trading stocks
                                            
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                                        Algorthims and the financial industry
                                            
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                                        Algorithms in Excel
                                            
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                                        Data analytics and algorithms
                                            
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                                        Stocks and the Fed
                                            
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                                        Big data in finance
                                            
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                                        Predicting values with regressions
                                            
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                                2. Investing and Securities
                                    
                                        Stationarity and the VIX
                                            
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                                        Case study: ETF pairs trading with algorithms
                                            
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                                        Case study: Dual share class pairs trading
                                            
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                                        Common quantitative rules and strategies
                                            
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                                3. Building Algorithms
                                    
                                        Gather data for an algorithm
                                            
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                                        Design an algorithm
                                            
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                                        Test algorithm accuracy
                                            
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                                        Algorithm profitability and trading decisions
                                            
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                                        Economic data and stock correlations
                                            
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                                        Predict economic variables
                                            
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                                        Advanced algorithms
                                            
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                                4. Using Trading Algorithms
                                    
                                        Buy and sell with an algorithm
                                            
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                                        Expand the algorithm to other securities
                                            
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                                        Scenario analysis in investing
                                            
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                                    Ex_Files_Algorithmic_Trading_Stocks_Essential_Training.zip
                                    
                                        (8.3 MB)
                                    
                                
                                
                                    Glossary_Algorithmic_Trading_and_Stocks_Essential_Training.zip
                                    
                                        (100 KB)