Download Free Download : Udemy Performance Optimization and Risk Management for Trading
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:5.21 GB
Files Included :
001 Welcome and Introduction.mp4 (30.7 MB)
MP4
002 Did you know.mp4 (20.61 MB)
MP4
003 Course Overview.mp4 (19.13 MB)
MP4
004 Tips How to get the most out of this course.mp4 (35.82 MB)
MP4
007 Course Materials Download.mp4 (5.46 MB)
MP4
007 Course-Materials.zip (18.87 MB)
ZIP
001 Trading vs Investing.mp4 (117.44 MB)
MP4
003 How to generate sustainable Income with Trading.mp4 (65.59 MB)
MP4
004 How to make a living with Trading.mp4 (45.56 MB)
MP4
005 Example.mp4 (32.78 MB)
MP4
001 Overview.mp4 (3.57 MB)
MP4
002 Download and Install Anaconda.mp4 (45.91 MB)
MP4
003 How to open Jupyter Notebooks.mp4 (44.34 MB)
MP4
004 How to work with Jupyter Notebooks.mp4 (41.61 MB)
MP4
001 Introduction and Overview.mp4 (29.44 MB)
MP4
002 Installing and importing required LibrariesPackages.mp4 (5.56 MB)
MP4
003 Loading Financial Data from the Web.mp4 (69.36 MB)
MP4
004 Initial Inspection and Visualization.mp4 (74.45 MB)
MP4
006 Normalizing Time Series to a Base Value (100).mp4 (44.36 MB)
MP4
007 Coding Challenge #1.mp4 (43.24 MB)
MP4
008 Price changes and Financial Returns.mp4 (32.4 MB)
MP4
009 Reward and Risk of Financial Instruments.mp4 (18.82 MB)
MP4
011 Investment Multiple and CAGR.mp4 (34.37 MB)
MP4
012 Compound Returns & Geometric Mean Return.mp4 (23.03 MB)
MP4
014 Discrete Compounding.mp4 (55.18 MB)
MP4
015 Continuous Compounding.mp4 (30.65 MB)
MP4
016 Log Returns.mp4 (5.92 MB)
MP4
017 Simple Returns vs Log Returns ( Part 1).mp4 (34.3 MB)
MP4
018 Simple Returns vs Log Returns ( Part 2).mp4 (19.25 MB)
MP4
020 Comparing the Performance of Financial Instruments.mp4 (58.12 MB)
MP4
021 (Non-) Normality of Financial Returns.mp4 (68.54 MB)
MP4
022 Annualizing Return and Risk.mp4 (15.27 MB)
MP4
023 Resampling Smoothing of Financial Data.mp4 (49.03 MB)
MP4
024 Rolling Statistics.mp4 (33.96 MB)
MP4
026 Short Selling and Short Position Returns (Part 1).mp4 (8.27 MB)
MP4
027 Introduction to Currencies (Forex) and Trading.mp4 (37.03 MB)
MP4
028 Short Selling and Short Position Returns (Part 2).mp4 (16.43 MB)
MP4
029 Short Selling and Short Position Returns (Part 3).mp4 (21.82 MB)
MP4
031 Covariance and Correlation.mp4 (38.23 MB)
MP4
032 Portfolios and Portfolio Returns.mp4 (22.81 MB)
MP4
033 Margin Trading and Levered Returns (Part 1).mp4 (12.68 MB)
MP4
034 Margin Trading and Levered Returns (Part 2).mp4 (46.28 MB)
MP4
001 Introduction.mp4 (11.74 MB)
MP4
002 Performance and Risk Metrics at a glance.mp4 (14.91 MB)
MP4
001 Introduction.mp4 (14.37 MB)
MP4
002 Getting started.mp4 (44.89 MB)
MP4
003 Return Metrics.mp4 (8.47 MB)
MP4
004 Risk Metrics (Standard Deviation).mp4 (7.25 MB)
MP4
005 Risk-adjusted Return and the Sharpe Ratio.mp4 (24.47 MB)
MP4
006 Putting everything together and Conclusion.mp4 (18.54 MB)
MP4
001 Introduction.mp4 (20.71 MB)
MP4
002 Getting started.mp4 (6.77 MB)
MP4
003 Downside Deviation (Semi-Deviation).mp4 (19.45 MB)
MP4
004 Sortino Ratio.mp4 (3.47 MB)
MP4
005 Putting everything toghether.mp4 (27.05 MB)
MP4
001 Introduction.mp4 (18.8 MB)
MP4
002 Getting started.mp4 (8.91 MB)
MP4
003 Maximum Drawdown.mp4 (50.39 MB)
MP4
004 Calmar Ratio.mp4 (2.98 MB)
MP4
005 Max Drawdown Duration.mp4 (55.69 MB)
MP4
006 Putting everything together.mp4 (32.56 MB)
MP4
001 Introduction.mp4 (11.33 MB)
MP4
002 Getting started.mp4 (7.23 MB)
MP4
003 Recap Leverage and Margin Trading.mp4 (8.91 MB)
MP4
004 Finding the optimal degree of Leverage.mp4 (21.07 MB)
MP4
005 The Kelly Criterion.mp4 (6.96 MB)
MP4
006 The impact of Leverage on Reward & Risk.mp4 (34.96 MB)
MP4
007 Putting everything together.mp4 (22.19 MB)
MP4
001 Introduction and Overview.mp4 (16.8 MB)
MP4
004 A simple active Trading Strategy at a glance.mp4 (28.49 MB)
MP4
001 Getting started.mp4 (9.65 MB)
MP4
002 Intro to Backtesting a Buy-and-Hold Strategy.mp4 (8.37 MB)
MP4
003 Defining the Strategy.mp4 (10.92 MB)
MP4
004 Vectorized Strategy Backtesting.mp4 (46.9 MB)
MP4
005 Changing Strategy Parameters.mp4 (31.8 MB)
MP4
006 Trades and Trading Costs (Part 1).mp4 (27.96 MB)
MP4
007 Trades and Trading Costs (Part 2).mp4 (47 MB)
MP4
008 Using a Backtester Class (v 1 0).mp4 (24.7 MB)
MP4
009 (optional) How to create the Class (OOP).mp4 (30.16 MB)
MP4
002 Getting started.mp4 (12.49 MB)
MP4
003 Finding the optimal value for the window Parameter.mp4 (20.43 MB)
MP4
004 Relationship between the window Parameter and Performance.mp4 (9.46 MB)
MP4
005 Using an updated Backtester Class (v 2 0).mp4 (34.69 MB)
MP4
007 Advanced Performance Reporting.mp4 (29.95 MB)
MP4
008 Adding Performance Metrics to the Class (v 2 1).mp4 (41.49 MB)
MP4
009 Putting everything together Advanced Performance Optimization (v 3 0).mp4 (32.29 MB)
MP4
002 Getting Started.mp4 (37.43 MB)
MP4
003 How strategies and impacted by random noise (Part 1).mp4 (29.01 MB)
MP4
004 How strategies and impacted by random noise (Part 2).mp4 (20.86 MB)
MP4
005 Data ResamplingSmoothing and Backtesting (Part 1).mp4 (27.03 MB)
MP4
006 Data ResamplingSmoothing and Backtesting (Part 2).mp4 (28.1 MB)
MP4
007 Using an updated Backtester Class (v 4 0).mp4 (8.61 MB)
MP4
009 Two Parameter Optimization Frequency and Window.mp4 (85.74 MB)
MP4
010 Using an updated Backtester Class (v 4 1).mp4 (48.44 MB)
MP4
002 Stop Loss Orders (Theory).mp4 (26.41 MB)
MP4
003 Getting started.mp4 (9.28 MB)
MP4
004 Identify and label Trading Sessions.mp4 (24.09 MB)
MP4
005 CumulativeCompound Returns in a Trading Session.mp4 (48.75 MB)
MP4
006 Adding Stop Loss (SL).mp4 (45.32 MB)
MP4
007 How Stop Loss impacts a Trading Strategy.mp4 (32.16 MB)
MP4
008 Using an updated Backtester Class (v 5 0).mp4 (36.81 MB)
MP4
010 Take Profit Orders (Theory).mp4 (18.09 MB)
MP4
011 Adding Take Profit (TP).mp4 (17.15 MB)
MP4
012 Stop Loss & Take Profit - an deeper analysis.mp4 (56.06 MB)
MP4
013 Final Conclusion.mp4 (23.87 MB)
MP4
002 Getting started.mp4 (7.1 MB)
MP4
003 The optimal degree of leverage (simplified).mp4 (21.68 MB)
MP4
004 A more realistic Approach (non-constant Leverage) (Part 1).mp4 (57.89 MB)
MP4
005 A more realistic Approach (non-constant Leverage) (Part 2).mp4 (33.97 MB)
MP4
006 Using an updated Backtester Class (v 6 0).mp4 (19.12 MB)
MP4
008 Revised The optimal degree of leverage and the Kelly Criterion.mp4 (27.46 MB)
MP4
002 Getting started.mp4 (3.4 MB)
MP4
003 Backtesting Forward Testing - a simple (too simple) approach.mp4 (39.55 MB)
MP4
004 The Performance of Strategies over multiple Time Periods.mp4 (68.98 MB)
MP4
005 Backtesting Forward Testing a stable Strategy.mp4 (20.48 MB)
MP4
001 Introduction.mp4 (18.46 MB)
MP4
003 Recap A (too) simple Income Calculation.mp4 (8.12 MB)
MP4
004 Introduction to Simulations (Part 1).mp4 (41.83 MB)
MP4
005 Introduction to Simulations (Part 2).mp4 (34.34 MB)
MP4
006 A path-dependent Simulation with Taxes and Income - Introduction.mp4 (73.51 MB)
MP4
007 A path-dependent Simulation with Taxes and Income - many Simulations.mp4 (8.79 MB)
MP4
008 Shortfall Risk and a Sustainable Income Level.mp4 (16.28 MB)
MP4
009 Final Remarks.mp4 (18.5 MB)
MP4
001 Introduction.mp4 (19.81 MB)
MP4
003 A Mean-Reversion Strategy - Overview.mp4 (38.85 MB)
MP4
004 Getting started.mp4 (6.82 MB)
MP4
005 Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4 (17.38 MB)
MP4
006 Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4 (53.21 MB)
MP4
007 Vectorized Strategy Backtesting.mp4 (22.65 MB)
MP4
008 Adjusting the framework and creating a Backtester Class (Part 1).mp4 (17.96 MB)
MP4
009 Adjusting the framework and creating a Backtester Class (Part 2).mp4 (30.17 MB)
MP4
010 The Backtester Class live in action.mp4 (52.05 MB)
MP4
002 Statistics - Overview, Terms and Vocabulary.mp4 (84.36 MB)
MP4
003 Population vs Sample.mp4 (33.87 MB)
MP4
004 Visualizing Frequency Distributions with plt hist().mp4 (16.8 MB)
MP4
005 Relative and Cumulative Frequencies with plt hist().mp4 (18.59 MB)
MP4
006 Measures of Central Tendency (Theory).mp4 (9.16 MB)
MP4
007 Coding Measures of Central Tendency - Mean and Median.mp4 (16.86 MB)
MP4
008 Coding Measures of Central Tendency - Geometric Mean.mp4 (10.35 MB)
MP4
009 Excursus Why Log Returns are useful.mp4 (5.98 MB)
MP4
010 Variability around the Central Tendency Dispersion (Theory).mp4 (21.12 MB)
MP4
011 Minimum, Maximum and Range with PythonNumpy.mp4 (9.55 MB)
MP4
012 Variance and Standard Deviation with PythonNumpy.mp4 (14.17 MB)
MP4
013 Percentiles with PythonNumpy.mp4 (14.15 MB)
MP4
014 Skew and Kurtosis (Theory).mp4 (7.86 MB)
MP4
015 How to calculate Skew and Kurtosis with scipy stats.mp4 (21.17 MB)
MP4
017 How to generate Random Numbers with Numpy.mp4 (13.89 MB)
MP4
018 Reproducibility with np random seed().mp4 (10.39 MB)
MP4
019 Probability Distributions - Overview.mp4 (28.22 MB)
MP4
020 Discrete Uniform Distributions.mp4 (14.85 MB)
MP4
021 Continuous Uniform Distributions.mp4 (15.63 MB)
MP4
022 The Normal Distribution (Theory).mp4 (9.01 MB)
MP4
023 Creating a normally distributed Random Variable.mp4 (12.12 MB)
MP4
024 Normal Distribution - Probability Density Function (pdf) with scipy stats.mp4 (20.22 MB)
MP4
025 Normal Distribution - Cumulative Distribution Function (cdf) with scipy stats.mp4 (12.37 MB)
MP4
026 The Standard Normal Distribution and Z-Values.mp4 (29.3 MB)
MP4
027 Properties of the Standard Normal Distribution (Theory).mp4 (6.29 MB)
MP4
028 Probabilities and Z-Values with scipy stats.mp4 (46.47 MB)
MP4
029 Confidence Intervals with scipy stats.mp4 (35.78 MB)
MP4
001 Sample Statistic, Sampling Error and Sampling Distribution (Theory).mp4 (18.49 MB)
MP4
002 Sampling with np random choice().mp4 (16.06 MB)
MP4
003 Sampling Distribution.mp4 (10.97 MB)
MP4
004 Standard Error.mp4 (6.01 MB)
MP4
005 Central Limit Theorem (Coding Part 1).mp4 (19.62 MB)
MP4
006 Central Limit Theorem (Coding Part 2).mp4 (15.29 MB)
MP4
007 Central Limit Theorem (Theory).mp4 (12.55 MB)
MP4
008 Point Estimates vs Confidence Interval Estimates (known Population Variance).mp4 (20.53 MB)
MP4
009 The Student´s t-distribution What is it and whywhen do we use it.mp4 (15.28 MB)
MP4
010 Unknown Population Variance - the Standard Case (Example 1).mp4 (20.38 MB)
MP4
011 Unknown Population Variance - the Standard Case (Example 2).mp4 (10.69 MB)
MP4
012 Student´s t-Distribution vs Normal Distribution with scipy stats.mp4 (17.94 MB)
MP4
013 Bootstrapping with Python an alternative method without Statistics.mp4 (24.57 MB)
MP4
015 Hypothesis Testing (Theory).mp4 (44.36 MB)
MP4
016 Two-tailed Z-Test with known Population Variance.mp4 (26.77 MB)
MP4
017 What is the p-value (Theory).mp4 (10.45 MB)
MP4
018 Calculating and interpreting z-statistic and p-value with scipy stats.mp4 (17.69 MB)
MP4
019 One-tailed Z-Test with known Population Variance.mp4 (24.66 MB)
MP4
020 Two-tailed t-Test (unknown Population Variance).mp4 (30.69 MB)
MP4
021 One-tailed t-Test (unknown Population Variance).mp4 (13.51 MB)
MP4
022 Hypothesis Testing with Bootstrapping.mp4 (25 MB)
MP4
023 Testing for Normality of Financial Returns with scipy stats.mp4 (45.27 MB)
MP4
026 Covariance and Correlation - the Dataset (Part 1).mp4 (34.78 MB)
MP4
027 Covariance and Correlation - the data (Part 2).mp4 (28.76 MB)
MP4
028 Covariance and Correlation Coefficient (Theory).mp4 (21.5 MB)
MP4
029 How to calculate Covariance and Correlation in Python.mp4 (15.22 MB)
MP4
030 Correlation and Scatterplots - visual Interpretation.mp4 (10.73 MB)
MP4
001 Introduction to OOP and examples for Classes.mp4 (54.95 MB)
MP4
003 The Financial Analysis Class live in action (Part 1).mp4 (14.17 MB)
MP4
004 The Financial Analysis Class live in action (Part 2).mp4 (8.74 MB)
MP4
005 The special method init ().mp4 (24.58 MB)
MP4
006 The method get data().mp4 (16.99 MB)
MP4
007 The method log returns().mp4 (10.88 MB)
MP4
008 String representation and the special method repr ().mp4 (13.48 MB)
MP4
009 The methods plot prices() and plot returns().mp4 (26.46 MB)
MP4
010 Encapsulation and protected Attributes.mp4 (19.23 MB)
MP4
011 The method set ticker().mp4 (19.38 MB)
MP4
012 Adding more methods and performance metrics.mp4 (20.95 MB)
MP4
013 Inheritance.mp4 (76.17 MB)
MP4
014 Inheritance and the super() Function.mp4 (19.07 MB)
MP4
015 Adding meaningful Docstrings.mp4 (39.16 MB)
MP4
016 Creating and Importing Python Modules ( py).mp4 (10.96 MB)
MP4
017 Coding Exercise Create your own Class.mp4 (20.15 MB)
MP4
MP4
002 Did you know.mp4 (20.61 MB)
MP4
003 Course Overview.mp4 (19.13 MB)
MP4
004 Tips How to get the most out of this course.mp4 (35.82 MB)
MP4
007 Course Materials Download.mp4 (5.46 MB)
MP4
007 Course-Materials.zip (18.87 MB)
ZIP
001 Trading vs Investing.mp4 (117.44 MB)
MP4
003 How to generate sustainable Income with Trading.mp4 (65.59 MB)
MP4
004 How to make a living with Trading.mp4 (45.56 MB)
MP4
005 Example.mp4 (32.78 MB)
MP4
001 Overview.mp4 (3.57 MB)
MP4
002 Download and Install Anaconda.mp4 (45.91 MB)
MP4
003 How to open Jupyter Notebooks.mp4 (44.34 MB)
MP4
004 How to work with Jupyter Notebooks.mp4 (41.61 MB)
MP4
001 Introduction and Overview.mp4 (29.44 MB)
MP4
002 Installing and importing required LibrariesPackages.mp4 (5.56 MB)
MP4
003 Loading Financial Data from the Web.mp4 (69.36 MB)
MP4
004 Initial Inspection and Visualization.mp4 (74.45 MB)
MP4
006 Normalizing Time Series to a Base Value (100).mp4 (44.36 MB)
MP4
007 Coding Challenge #1.mp4 (43.24 MB)
MP4
008 Price changes and Financial Returns.mp4 (32.4 MB)
MP4
009 Reward and Risk of Financial Instruments.mp4 (18.82 MB)
MP4
011 Investment Multiple and CAGR.mp4 (34.37 MB)
MP4
012 Compound Returns & Geometric Mean Return.mp4 (23.03 MB)
MP4
014 Discrete Compounding.mp4 (55.18 MB)
MP4
015 Continuous Compounding.mp4 (30.65 MB)
MP4
016 Log Returns.mp4 (5.92 MB)
MP4
017 Simple Returns vs Log Returns ( Part 1).mp4 (34.3 MB)
MP4
018 Simple Returns vs Log Returns ( Part 2).mp4 (19.25 MB)
MP4
020 Comparing the Performance of Financial Instruments.mp4 (58.12 MB)
MP4
021 (Non-) Normality of Financial Returns.mp4 (68.54 MB)
MP4
022 Annualizing Return and Risk.mp4 (15.27 MB)
MP4
023 Resampling Smoothing of Financial Data.mp4 (49.03 MB)
MP4
024 Rolling Statistics.mp4 (33.96 MB)
MP4
026 Short Selling and Short Position Returns (Part 1).mp4 (8.27 MB)
MP4
027 Introduction to Currencies (Forex) and Trading.mp4 (37.03 MB)
MP4
028 Short Selling and Short Position Returns (Part 2).mp4 (16.43 MB)
MP4
029 Short Selling and Short Position Returns (Part 3).mp4 (21.82 MB)
MP4
031 Covariance and Correlation.mp4 (38.23 MB)
MP4
032 Portfolios and Portfolio Returns.mp4 (22.81 MB)
MP4
033 Margin Trading and Levered Returns (Part 1).mp4 (12.68 MB)
MP4
034 Margin Trading and Levered Returns (Part 2).mp4 (46.28 MB)
MP4
001 Introduction.mp4 (11.74 MB)
MP4
002 Performance and Risk Metrics at a glance.mp4 (14.91 MB)
MP4
001 Introduction.mp4 (14.37 MB)
MP4
002 Getting started.mp4 (44.89 MB)
MP4
003 Return Metrics.mp4 (8.47 MB)
MP4
004 Risk Metrics (Standard Deviation).mp4 (7.25 MB)
MP4
005 Risk-adjusted Return and the Sharpe Ratio.mp4 (24.47 MB)
MP4
006 Putting everything together and Conclusion.mp4 (18.54 MB)
MP4
001 Introduction.mp4 (20.71 MB)
MP4
002 Getting started.mp4 (6.77 MB)
MP4
003 Downside Deviation (Semi-Deviation).mp4 (19.45 MB)
MP4
004 Sortino Ratio.mp4 (3.47 MB)
MP4
005 Putting everything toghether.mp4 (27.05 MB)
MP4
001 Introduction.mp4 (18.8 MB)
MP4
002 Getting started.mp4 (8.91 MB)
MP4
003 Maximum Drawdown.mp4 (50.39 MB)
MP4
004 Calmar Ratio.mp4 (2.98 MB)
MP4
005 Max Drawdown Duration.mp4 (55.69 MB)
MP4
006 Putting everything together.mp4 (32.56 MB)
MP4
001 Introduction.mp4 (11.33 MB)
MP4
002 Getting started.mp4 (7.23 MB)
MP4
003 Recap Leverage and Margin Trading.mp4 (8.91 MB)
MP4
004 Finding the optimal degree of Leverage.mp4 (21.07 MB)
MP4
005 The Kelly Criterion.mp4 (6.96 MB)
MP4
006 The impact of Leverage on Reward & Risk.mp4 (34.96 MB)
MP4
007 Putting everything together.mp4 (22.19 MB)
MP4
001 Introduction and Overview.mp4 (16.8 MB)
MP4
004 A simple active Trading Strategy at a glance.mp4 (28.49 MB)
MP4
001 Getting started.mp4 (9.65 MB)
MP4
002 Intro to Backtesting a Buy-and-Hold Strategy.mp4 (8.37 MB)
MP4
003 Defining the Strategy.mp4 (10.92 MB)
MP4
004 Vectorized Strategy Backtesting.mp4 (46.9 MB)
MP4
005 Changing Strategy Parameters.mp4 (31.8 MB)
MP4
006 Trades and Trading Costs (Part 1).mp4 (27.96 MB)
MP4
007 Trades and Trading Costs (Part 2).mp4 (47 MB)
MP4
008 Using a Backtester Class (v 1 0).mp4 (24.7 MB)
MP4
009 (optional) How to create the Class (OOP).mp4 (30.16 MB)
MP4
002 Getting started.mp4 (12.49 MB)
MP4
003 Finding the optimal value for the window Parameter.mp4 (20.43 MB)
MP4
004 Relationship between the window Parameter and Performance.mp4 (9.46 MB)
MP4
005 Using an updated Backtester Class (v 2 0).mp4 (34.69 MB)
MP4
007 Advanced Performance Reporting.mp4 (29.95 MB)
MP4
008 Adding Performance Metrics to the Class (v 2 1).mp4 (41.49 MB)
MP4
009 Putting everything together Advanced Performance Optimization (v 3 0).mp4 (32.29 MB)
MP4
002 Getting Started.mp4 (37.43 MB)
MP4
003 How strategies and impacted by random noise (Part 1).mp4 (29.01 MB)
MP4
004 How strategies and impacted by random noise (Part 2).mp4 (20.86 MB)
MP4
005 Data ResamplingSmoothing and Backtesting (Part 1).mp4 (27.03 MB)
MP4
006 Data ResamplingSmoothing and Backtesting (Part 2).mp4 (28.1 MB)
MP4
007 Using an updated Backtester Class (v 4 0).mp4 (8.61 MB)
MP4
009 Two Parameter Optimization Frequency and Window.mp4 (85.74 MB)
MP4
010 Using an updated Backtester Class (v 4 1).mp4 (48.44 MB)
MP4
002 Stop Loss Orders (Theory).mp4 (26.41 MB)
MP4
003 Getting started.mp4 (9.28 MB)
MP4
004 Identify and label Trading Sessions.mp4 (24.09 MB)
MP4
005 CumulativeCompound Returns in a Trading Session.mp4 (48.75 MB)
MP4
006 Adding Stop Loss (SL).mp4 (45.32 MB)
MP4
007 How Stop Loss impacts a Trading Strategy.mp4 (32.16 MB)
MP4
008 Using an updated Backtester Class (v 5 0).mp4 (36.81 MB)
MP4
010 Take Profit Orders (Theory).mp4 (18.09 MB)
MP4
011 Adding Take Profit (TP).mp4 (17.15 MB)
MP4
012 Stop Loss & Take Profit - an deeper analysis.mp4 (56.06 MB)
MP4
013 Final Conclusion.mp4 (23.87 MB)
MP4
002 Getting started.mp4 (7.1 MB)
MP4
003 The optimal degree of leverage (simplified).mp4 (21.68 MB)
MP4
004 A more realistic Approach (non-constant Leverage) (Part 1).mp4 (57.89 MB)
MP4
005 A more realistic Approach (non-constant Leverage) (Part 2).mp4 (33.97 MB)
MP4
006 Using an updated Backtester Class (v 6 0).mp4 (19.12 MB)
MP4
008 Revised The optimal degree of leverage and the Kelly Criterion.mp4 (27.46 MB)
MP4
002 Getting started.mp4 (3.4 MB)
MP4
003 Backtesting Forward Testing - a simple (too simple) approach.mp4 (39.55 MB)
MP4
004 The Performance of Strategies over multiple Time Periods.mp4 (68.98 MB)
MP4
005 Backtesting Forward Testing a stable Strategy.mp4 (20.48 MB)
MP4
001 Introduction.mp4 (18.46 MB)
MP4
003 Recap A (too) simple Income Calculation.mp4 (8.12 MB)
MP4
004 Introduction to Simulations (Part 1).mp4 (41.83 MB)
MP4
005 Introduction to Simulations (Part 2).mp4 (34.34 MB)
MP4
006 A path-dependent Simulation with Taxes and Income - Introduction.mp4 (73.51 MB)
MP4
007 A path-dependent Simulation with Taxes and Income - many Simulations.mp4 (8.79 MB)
MP4
008 Shortfall Risk and a Sustainable Income Level.mp4 (16.28 MB)
MP4
009 Final Remarks.mp4 (18.5 MB)
MP4
001 Introduction.mp4 (19.81 MB)
MP4
003 A Mean-Reversion Strategy - Overview.mp4 (38.85 MB)
MP4
004 Getting started.mp4 (6.82 MB)
MP4
005 Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4 (17.38 MB)
MP4
006 Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4 (53.21 MB)
MP4
007 Vectorized Strategy Backtesting.mp4 (22.65 MB)
MP4
008 Adjusting the framework and creating a Backtester Class (Part 1).mp4 (17.96 MB)
MP4
009 Adjusting the framework and creating a Backtester Class (Part 2).mp4 (30.17 MB)
MP4
010 The Backtester Class live in action.mp4 (52.05 MB)
MP4
002 Statistics - Overview, Terms and Vocabulary.mp4 (84.36 MB)
MP4
003 Population vs Sample.mp4 (33.87 MB)
MP4
004 Visualizing Frequency Distributions with plt hist().mp4 (16.8 MB)
MP4
005 Relative and Cumulative Frequencies with plt hist().mp4 (18.59 MB)
MP4
006 Measures of Central Tendency (Theory).mp4 (9.16 MB)
MP4
007 Coding Measures of Central Tendency - Mean and Median.mp4 (16.86 MB)
MP4
008 Coding Measures of Central Tendency - Geometric Mean.mp4 (10.35 MB)
MP4
009 Excursus Why Log Returns are useful.mp4 (5.98 MB)
MP4
010 Variability around the Central Tendency Dispersion (Theory).mp4 (21.12 MB)
MP4
011 Minimum, Maximum and Range with PythonNumpy.mp4 (9.55 MB)
MP4
012 Variance and Standard Deviation with PythonNumpy.mp4 (14.17 MB)
MP4
013 Percentiles with PythonNumpy.mp4 (14.15 MB)
MP4
014 Skew and Kurtosis (Theory).mp4 (7.86 MB)
MP4
015 How to calculate Skew and Kurtosis with scipy stats.mp4 (21.17 MB)
MP4
017 How to generate Random Numbers with Numpy.mp4 (13.89 MB)
MP4
018 Reproducibility with np random seed().mp4 (10.39 MB)
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019 Probability Distributions - Overview.mp4 (28.22 MB)
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020 Discrete Uniform Distributions.mp4 (14.85 MB)
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021 Continuous Uniform Distributions.mp4 (15.63 MB)
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022 The Normal Distribution (Theory).mp4 (9.01 MB)
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023 Creating a normally distributed Random Variable.mp4 (12.12 MB)
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024 Normal Distribution - Probability Density Function (pdf) with scipy stats.mp4 (20.22 MB)
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025 Normal Distribution - Cumulative Distribution Function (cdf) with scipy stats.mp4 (12.37 MB)
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026 The Standard Normal Distribution and Z-Values.mp4 (29.3 MB)
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027 Properties of the Standard Normal Distribution (Theory).mp4 (6.29 MB)
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028 Probabilities and Z-Values with scipy stats.mp4 (46.47 MB)
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029 Confidence Intervals with scipy stats.mp4 (35.78 MB)
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001 Sample Statistic, Sampling Error and Sampling Distribution (Theory).mp4 (18.49 MB)
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002 Sampling with np random choice().mp4 (16.06 MB)
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003 Sampling Distribution.mp4 (10.97 MB)
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004 Standard Error.mp4 (6.01 MB)
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005 Central Limit Theorem (Coding Part 1).mp4 (19.62 MB)
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006 Central Limit Theorem (Coding Part 2).mp4 (15.29 MB)
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007 Central Limit Theorem (Theory).mp4 (12.55 MB)
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008 Point Estimates vs Confidence Interval Estimates (known Population Variance).mp4 (20.53 MB)
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009 The Student´s t-distribution What is it and whywhen do we use it.mp4 (15.28 MB)
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010 Unknown Population Variance - the Standard Case (Example 1).mp4 (20.38 MB)
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011 Unknown Population Variance - the Standard Case (Example 2).mp4 (10.69 MB)
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012 Student´s t-Distribution vs Normal Distribution with scipy stats.mp4 (17.94 MB)
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013 Bootstrapping with Python an alternative method without Statistics.mp4 (24.57 MB)
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015 Hypothesis Testing (Theory).mp4 (44.36 MB)
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016 Two-tailed Z-Test with known Population Variance.mp4 (26.77 MB)
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017 What is the p-value (Theory).mp4 (10.45 MB)
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018 Calculating and interpreting z-statistic and p-value with scipy stats.mp4 (17.69 MB)
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019 One-tailed Z-Test with known Population Variance.mp4 (24.66 MB)
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020 Two-tailed t-Test (unknown Population Variance).mp4 (30.69 MB)
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021 One-tailed t-Test (unknown Population Variance).mp4 (13.51 MB)
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022 Hypothesis Testing with Bootstrapping.mp4 (25 MB)
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023 Testing for Normality of Financial Returns with scipy stats.mp4 (45.27 MB)
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026 Covariance and Correlation - the Dataset (Part 1).mp4 (34.78 MB)
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027 Covariance and Correlation - the data (Part 2).mp4 (28.76 MB)
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028 Covariance and Correlation Coefficient (Theory).mp4 (21.5 MB)
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029 How to calculate Covariance and Correlation in Python.mp4 (15.22 MB)
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030 Correlation and Scatterplots - visual Interpretation.mp4 (10.73 MB)
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001 Introduction to OOP and examples for Classes.mp4 (54.95 MB)
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003 The Financial Analysis Class live in action (Part 1).mp4 (14.17 MB)
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004 The Financial Analysis Class live in action (Part 2).mp4 (8.74 MB)
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005 The special method init ().mp4 (24.58 MB)
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006 The method get data().mp4 (16.99 MB)
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007 The method log returns().mp4 (10.88 MB)
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008 String representation and the special method repr ().mp4 (13.48 MB)
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009 The methods plot prices() and plot returns().mp4 (26.46 MB)
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010 Encapsulation and protected Attributes.mp4 (19.23 MB)
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011 The method set ticker().mp4 (19.38 MB)
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012 Adding more methods and performance metrics.mp4 (20.95 MB)
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013 Inheritance.mp4 (76.17 MB)
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014 Inheritance and the super() Function.mp4 (19.07 MB)
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015 Adding meaningful Docstrings.mp4 (39.16 MB)
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016 Creating and Importing Python Modules ( py).mp4 (10.96 MB)
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017 Coding Exercise Create your own Class.mp4 (20.15 MB)
MP4
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