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Title [FreeCourseSite.com] Udemy - Algorithmic Trading A-Z with Python, Machine Learning & AWS
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[CourseClub.Me].url 122B
[CourseClub.Me].url 122B
[CourseClub.Me].url 122B
[CourseClub.Me].url 122B
[FreeCourseSite.com].url 127B
[FreeCourseSite.com].url 127B
[FreeCourseSite.com].url 127B
[FreeCourseSite.com].url 127B
[GigaCourse.Com].url 49B
[GigaCourse.Com].url 49B
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[GigaCourse.Com].url 49B
001 Appendix1-Materials.zip 18.91KB
001 Appendix2-Materials.zip 3.14KB
001 Appendix3-Materials.zip 655.35KB
001 Bonus Lecture.html 15.12KB
001 cloud.pdf 366.36KB
001 Conclusion and Outlook_en.srt 930B
001 Conclusion and Outlook.mp4 1.71MB
001 DNN.pdf 431.06KB
001 Downloads for this Section Updated May 2023.html 124B
001 Event-Driven-BT.pdf 385.67KB
001 IBKR API - Recap_en.srt 3.48KB
001 IBKR API - Recap.mp4 19.22MB
001 IBKR at a first glance_en.srt 4.20KB
001 IBKR at a first glance.mp4 41.42MB
001 Important Info April 2023.html 652B
001 Importing Financial Data from Excel_en.srt 13.84KB
001 Importing Financial Data from Excel.mp4 59.53MB
001 Importing Time Series Data from csv-files_en.srt 9.93KB
001 Importing Time Series Data from csv-files.mp4 20.12MB
001 Introduction_en.srt 2.08KB
001 Introduction_en.srt 3.71KB
001 Introduction_en.srt 2.55KB
001 Introduction_en.srt 6.17KB
001 Introduction_en.srt 3.38KB
001 Introduction.mp4 4.20MB
001 Introduction.mp4 7.06MB
001 Introduction.mp4 5.09MB
001 Introduction.mp4 8.94MB
001 Introduction.mp4 5.65MB
001 Introduction and Downloads Part 2 Updated March 2023_en.srt 3.32KB
001 Introduction and Downloads Part 2 Updated March 2023.mp4 6.83MB
001 Introduction and Motivation_en.srt 3.26KB
001 Introduction and Motivation.mp4 17.95MB
001 Introduction and Overview_en.srt 4.81KB
001 Introduction and Overview_en.srt 2.20KB
001 Introduction and Overview.mp4 24.81MB
001 Introduction and Overview.mp4 10.96MB
001 Introduction and Preparing the Data_en.srt 6.05KB
001 Introduction and Preparing the Data.mp4 20.14MB
001 Introduction to Iterative Backtesting (event-driven)_en.srt 5.01KB
001 Introduction to Iterative Backtesting (event-driven).mp4 23.31MB
001 Introduction to OOP and examples for Classes_en.srt 12.27KB
001 Introduction to OOP and examples for Classes.mp4 54.96MB
001 Introduction to Part 3_en.srt 7.98KB
001 Introduction to Part 3.mp4 31.72MB
001 Logistic Regression with scikit-learn - a simple Introduction (Part 1)_en.srt 6.01KB
001 Logistic Regression with scikit-learn - a simple Introduction (Part 1).mp4 12.82MB
001 Machine Learning - an Overview_en.srt 7.89KB
001 Machine Learning - an Overview.mp4 34.59MB
001 Mean-Reversion Strategies - Overview_en.srt 6.54KB
001 Mean-Reversion Strategies - Overview.mp4 38.83MB
001 ML.pdf 482.27KB
001 OANDA at a first glance_en.srt 10.97KB
001 OANDA at a first glance.mp4 81.52MB
001 OOP.pdf 479.50KB
001 Our very first Trade_en.srt 2.14KB
001 Our very first Trade.mp4 7.63MB
001 Overview_en.srt 1.33KB
001 Overview_en.srt 2.21KB
001 Overview_en.srt 1.83KB
001 Overview.mp4 2.12MB
001 Overview.mp4 8.81MB
001 Overview.mp4 3.09MB
001 Overview.pdf 476.76KB
001 Part2-Materials.zip 1.08MB
001 Project Overview_en.srt 6.75KB
001 Project Overview.mp4 18.83MB
001 Section Downloads reviewed May 2023.html 124B
001 Section Downloads Reviewed May 2023.html 124B
001 Simple ContrarianMomentum Strategies - Overview_en.srt 4.39KB
001 Simple ContrarianMomentum Strategies - Overview.mp4 9.84MB
001 SMA Crossover Strategies - Overview_en.srt 5.64KB
001 SMA Crossover Strategies - Overview.mp4 38.71MB
001 Updating the Wrapper Package (Part 1).html 268B
001 Weekend and Bank Holiday Alert.html 375B
001 What is Algorithmic Trading Course Overview_en.srt 6.13KB
001 What is Algorithmic Trading Course Overview.mp4 38.26MB
002 A first Intuition on Iterative Backtesting (Part 1)_en.srt 6.78KB
002 A first Intuition on Iterative Backtesting (Part 1).mp4 18.31MB
002 Converting strings to datetime objects with pd.to_datetime()_en.srt 11.12KB
002 Converting strings to datetime objects with pd.to_datetime().mp4 37.95MB
002 Creating a fully functional Demo Account - in all CountriesRegions!.html 1.19KB
002 Defining an SMA Crossover Strategy_en.srt 7.70KB
002 Defining an SMA Crossover Strategy.mp4 25.18MB
002 Defining your first user-defined Function_en.srt 7.33KB
002 Defining your first user-defined Function.mp4 22.20MB
002 Demonstration AWS EC2 for Algorithmic Trading live in action_en.srt 6.90KB
002 Demonstration AWS EC2 for Algorithmic Trading live in action.mp4 46.45MB
002 Download and Install Anaconda_en.srt 7.20KB
002 Download and Install Anaconda.mp4 28.18MB
002 Downloads for Part 4 Updated May 2023.html 123B
002 Downloads for PART 5 Updated June 2023.html 123B
002 FXCM at a first glance_en.srt 7.08KB
002 FXCM at a first glance.mp4 58.06MB
002 Getting the Data_en.srt 2.88KB
002 Getting the Data_en.srt 2.21KB
002 Getting the Data.mp4 9.65MB
002 Getting the Data.mp4 6.82MB
002 Historical Data, real-time Data and Orders (Recap)_en.srt 10.43KB
002 Historical Data, real-time Data and Orders (Recap).mp4 52.24MB
002 How to create a (Paper Trading) Account_en.srt 4.68KB
002 How to create a (Paper Trading) Account.mp4 13.09MB
002 How to get the best out of this course_en.srt 6.89KB
002 How to get the best out of this course.mp4 35.89MB
002 Installation of Tensorflow & Keras (Part 1).html 750B
002 Installing and importing required LibrariesPackages_en.srt 2.54KB
002 Installing and importing required LibrariesPackages.mp4 5.79MB
002 Intro to the Time Value of Money (TVM) Concept (Theory)_en.srt 7.50KB
002 Intro to the Time Value of Money (TVM) Concept (Theory).mp4 8.47MB
002 Linear Regression with scikit-learn - a simple Introduction_en.srt 9.19KB
002 Linear Regression with scikit-learn - a simple Introduction.mp4 38.77MB
002 Logistic Regression with scikit-learn - a simple Introduction (Part 2)_en.srt 7.22KB
002 Logistic Regression with scikit-learn - a simple Introduction (Part 2).mp4 21.60MB
002 Long Term Investing vs. (Algorithmic) Day Trading_en.srt 5.56KB
002 Long Term Investing vs. (Algorithmic) Day Trading.mp4 30.89MB
002 Merging Aligning Financial Time Series (hands-on)_en.srt 6.01KB
002 Merging Aligning Financial Time Series (hands-on).mp4 13.11MB
002 Modules, Packages and Libraries - No need to reinvent the Wheel_en.srt 9.01KB
002 Modules, Packages and Libraries - No need to reinvent the Wheel.mp4 20.77MB
002 OANDA Commands to install required packages.html 409B
002 Part4-Materials.zip 743.91KB
002 Part5-Materials.zip 1.78MB
002 Python Errors (Exceptions)_en.srt 1.93KB
002 Python Errors (Exceptions).mp4 3.46MB
002 Stop Loss Orders - Theory_en.srt 9.22KB
002 Stop Loss Orders - Theory.mp4 27.54MB
002 Strategy 1 SMA_en.srt 2.72KB
002 Strategy 1 SMA.mp4 12.29MB
002 strategy-overview.pdf 401.07KB
002 Streaming Tick Data_en.srt 4.03KB
002 Streaming Tick Data.mp4 28.79MB
002 Test your debugging skills!_en.srt 11.65KB
002 Test your debugging skills!.mp4 32.30MB
002 The best time to trade (Part 1)_en.srt 3.70KB
002 The best time to trade (Part 1).mp4 8.12MB
002 The Financial Analysis Class live in action (Part 1)_en.srt 5.24KB
002 The Financial Analysis Class live in action (Part 1).mp4 14.17MB
002 Trading Strategies - an Overview_en.srt 7.88KB
002 Trading Strategies - an Overview.mp4 44.25MB
002 Trading-vs-investing.pdf 529.76KB
002 TVM.pdf 195.76KB
002 Updating the Wrapper Package (Part 2)_en.srt 3.27KB
002 Updating the Wrapper Package (Part 2).mp4 11.60MB
003 A first Intuition on Iterative Backtesting (Part 2)_en.srt 5.78KB
003 A first Intuition on Iterative Backtesting (Part 2).mp4 17.94MB
003 Amazon Web Services (AWS) - Overview and how to create a Free Trial Account_en.srt 2.79KB
003 Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.mp4 8.55MB
003 Calculate Future Values (FV) with Python Compounding_en.srt 4.31KB
003 Calculate Future Values (FV) with Python Compounding.mp4 8.18MB
003 Defining a Bollinger Bands Mean-Reversion Strategy (Part 1)_en.srt 4.99KB
003 Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4 17.38MB
003 Did you know... (what Data can tell us about Day Trading)_en.srt 5.43KB
003 Did you know... (what Data can tell us about Day Trading).mp4 39.24MB
003 did-you-know.pdf 429.34KB
003 Downloads for Part 3 Updated May 2023.html 123B
003 Excursus Your FAQs answered_en.srt 5.09KB
003 Excursus Your FAQs answered.mp4 15.36MB
003 Getting and Preparing the Data_en.srt 3.52KB
003 Getting and Preparing the Data.mp4 17.02MB
003 Helpful DatetimeIndex Attributes and Methods_en.srt 7.23KB
003 Helpful DatetimeIndex Attributes and Methods.mp4 21.23MB
003 How to create an Account_en.srt 7.43KB
003 How to create an Account.mp4 25.27MB
003 How to create an Account Update May 2023_en.srt 11.55KB
003 How to create an Account Update May 2023.mp4 26.60MB
003 How to Install the IB Trader Workstation (TWS)_en.srt 3.78KB
003 How to Install the IB Trader Workstation (TWS).mp4 18.16MB
003 How to open Jupyter Notebooks_en.srt 13.40KB
003 How to open Jupyter Notebooks.mp4 73.65MB
003 Indexing and Slicing Time Series_en.srt 8.15KB
003 Indexing and Slicing Time Series.mp4 37.45MB
003 Installation of Tensorflow & Keras (Part 2)_en.srt 7.54KB
003 Installation of Tensorflow & Keras (Part 2).mp4 25.10MB
003 Loading Financial Data from the Web_en.srt 12.16KB
003 Loading Financial Data from the Web.mp4 74.35MB
003 Major reasons for Coding Errors_en.srt 1.49KB
003 Major reasons for Coding Errors.mp4 2.38MB
003 Making Predictions with Linear Regression_en.srt 3.78KB
003 Making Predictions with Linear Regression.mp4 13.32MB
003 Numpy Arrays_en.srt 9.28KB
003 Numpy Arrays.mp4 29.20MB
003 OANDA How to install the OANDA API Wrapper_en.srt 3.65KB
003 OANDA How to install the OANDA API Wrapper.mp4 14.21MB
003 Part3-Materials.zip 2.24MB
003 Spot Trading vs. Derivatives Trading (Part 1)_en.srt 10.00KB
003 Spot Trading vs. Derivatives Trading (Part 1).mp4 52.20MB
003 Spot-vs-Futures.pdf 253.73KB
003 Strategy 2 Mean Reversion_en.srt 2.83KB
003 Strategy 2 Mean Reversion.mp4 8.66MB
003 Streaming Tick Data for multiple Symbols_en.srt 4.01KB
003 Streaming Tick Data for multiple Symbols.mp4 26.08MB
003 The best time to trade (Part 2)_en.srt 3.74KB
003 The best time to trade (Part 2).mp4 15.36MB
003 The Financial Analysis Class live in action (Part 2)_en.srt 4.05KB
003 The Financial Analysis Class live in action (Part 2).mp4 12.26MB
003 Trailing Stop Loss Orders - Theory.html 1.20KB
003 Troubleshooting FXCM Server Connection Issues.html 4.01KB
003 try and except_en.srt 3.06KB
003 try and except.mp4 5.04MB
003 Vectorized Strategy Backtesting_en.srt 9.54KB
003 Vectorized Strategy Backtesting.mp4 45.55MB
003 Weekend and Bank Holiday Alert.html 375B
003 What´s the difference between Positional Arguments vs. Keyword Arguments_en.srt 7.50KB
003 What´s the difference between Positional Arguments vs. Keyword Arguments.mp4 29.31MB
004 Catching specific Errors_en.srt 1.90KB
004 Catching specific Errors.mp4 3.54MB
004 Combining both Strategies - Alternative 1_en.srt 6.41KB
004 Combining both Strategies - Alternative 1.mp4 28.72MB
004 Creating an Iterative Base Class (Part 1)_en.srt 5.16KB
004 Creating an Iterative Base Class (Part 1).mp4 11.71MB
004 Currency.pdf 113.63KB
004 Defining a Bollinger Bands Mean-Reversion Strategy (Part 2)_en.srt 10.10KB
004 Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4 53.22MB
004 Defining a simple Contrarian Strategy_en.srt 3.81KB
004 Defining a simple Contrarian Strategy.mp4 10.92MB
004 Downsampling Time Series with resample()_en.srt 16.74KB
004 Downsampling Time Series with resample().mp4 55.36MB
004 Example Trade Buying EURUSD_en.srt 3.43KB
004 Example Trade Buying EURUSD.mp4 13.13MB
004 Filling NA Values with bfill, ffill and interpolation_en.srt 11.98KB
004 Filling NA Values with bfill, ffill and interpolation.mp4 36.19MB
004 Finding the optimal SMA Strategy_en.srt 12.60KB
004 Finding the optimal SMA Strategy.mp4 44.94MB
004 FOREX Currency Exchange Rates explained_en.srt 9.80KB
004 FOREX Currency Exchange Rates explained.mp4 29.71MB
004 Getting and Preparing the Data_en.srt 1.41KB
004 Getting and Preparing the Data.mp4 6.41MB
004 Getting the Data_en.srt 4.55KB
004 Getting the Data.mp4 11.17MB
004 Historical Data, real-time Data and Orders (Recap)_en.srt 9.92KB
004 Historical Data, real-time Data and Orders (Recap).mp4 63.41MB
004 How to create an EC2 Instance_en.srt 8.95KB
004 How to create an EC2 Instance.mp4 55.64MB
004 How to work with Default Arguments_en.srt 6.82KB
004 How to work with Default Arguments.mp4 18.40MB
004 How to work with Jupyter Notebooks_en.srt 19.99KB
004 How to work with Jupyter Notebooks.mp4 50.09MB
004 Indexing and Slicing Numpy Arrays_en.srt 3.23KB
004 Indexing and Slicing Numpy Arrays.mp4 6.57MB
004 Initial Inspection and Visualization_en.srt 13.62KB
004 Initial Inspection and Visualization.mp4 78.50MB
004 NEW Udemy Online Coding Exercises - Intro_en.srt 5.10KB
004 NEW Udemy Online Coding Exercises - Intro.mp4 8.91MB
004 Oanda-firststeps.zip 1.18KB
004 OANDA Getting the API Key & other Preparations_en.srt 5.74KB
004 OANDA Getting the API Key & other Preparations.mp4 17.47MB
004 Overfitting_en.srt 7.30KB
004 Overfitting.mp4 31.43MB
004 Predicting Market Direction with Logistic Regression_en.srt 3.86KB
004 Predicting Market Direction with Logistic Regression.mp4 21.18MB
004 Preview A Trader Class live in action_en.srt 6.22KB
004 Preview A Trader Class live in action.mp4 38.22MB
004 Spot Trading vs. Derivatives Trading (Part 2)_en.srt 10.19KB
004 Spot Trading vs. Derivatives Trading (Part 2).mp4 49.99MB
004 Spreads during the busy hours_en.srt 2.04KB
004 Spreads during the busy hours.mp4 7.82MB
004 Streaming Bar Data_en.srt 6.98KB
004 Streaming Bar Data.mp4 54.14MB
004 Student FAQ.html 10.08KB
004 Take Profit Orders - Theory_en.srt 5.78KB
004 Take Profit Orders - Theory.mp4 18.55MB
004 The most commonly made Errors at a glance_en.srt 6.70KB
004 The most commonly made Errors at a glance.mp4 31.21MB
004 The special method __init__()_en.srt 9.03KB
004 The special method __init__().mp4 24.60MB
004 TWS - First Steps_en.srt 4.22KB
004 TWS - First Steps.mp4 35.09MB
005 [Article] Loading Data into Pandas - advanced topics.html 192B
005 Adding LabelsFeatures_en.srt 7.00KB
005 Adding LabelsFeatures.mp4 22.20MB
005 A simple Buy and Hold Strategy_en.srt 5.88KB
005 A simple Buy and Hold Strategy.mp4 20.94MB
005 Calculate Present Values (PV) with Python Discounting_en.srt 3.06KB
005 Calculate Present Values (PV) with Python Discounting.mp4 5.48MB
005 Coding Exercise 1_en.srt 5.81KB
005 Coding Exercise 1.mp4 27.27MB
005 Collecting and storing real-time tick data_en.srt 7.92KB
005 Collecting and storing real-time tick data.mp4 40.87MB
005 Creating an Iterative Base Class (Part 2)_en.srt 2.91KB
005 Creating an Iterative Base Class (Part 2).mp4 6.91MB
005 Generalization with OOP An SMA Backtesting Class in action_en.srt 11.37KB
005 Generalization with OOP An SMA Backtesting Class in action.mp4 56.79MB
005 How to connect to your EC2 Instance_en.srt 4.41KB
005 How to connect to your EC2 Instance.mp4 26.51MB
005 How to create a live Candle Stick Chart_en.srt 2.16KB
005 How to create a live Candle Stick Chart.mp4 5.79MB
005 In-Sample Backtesting and the Look-ahead-bias_en.srt 2.88KB
005 In-Sample Backtesting and the Look-ahead-bias.mp4 11.16MB
005 LEGAL DISCLAIMER (MUST READ!).html 2.56KB
005 Long-EUR-fxcm.xlsx 26.34KB
005 OANDA Connecting to the APIServer_en.srt 8.17KB
005 OANDA Connecting to the APIServer.mp4 45.28MB
005 Omitting cells, changing the sequence and more_en.srt 8.11KB
005 Omitting cells, changing the sequence and more.mp4 37.53MB
005 Our second Trade - EURUSD FOREX Trading_en.srt 4.75KB
005 Our second Trade - EURUSD FOREX Trading.mp4 42.93MB
005 Overview & the Brokers OANDA, IBKR and FXCM_en.srt 7.74KB
005 Overview & the Brokers OANDA, IBKR and FXCM.mp4 41.23MB
005 Preview A Trader Class live in action_en.srt 5.79KB
005 Preview A Trader Class live in action.mp4 33.64MB
005 SL & TP - Use Cases and Conclusion_en.srt 12.67KB
005 SL & TP - Use Cases and Conclusion.mp4 42.70MB
005 Taking into account busy Trading Hours_en.srt 2.95KB
005 Taking into account busy Trading Hours.mp4 8.72MB
005 The Default Argument None_en.srt 7.42KB
005 The Default Argument None.mp4 18.20MB
005 The Exception class_en.srt 1.37KB
005 The Exception class.mp4 2.80MB
005 The first Trade (buying Stocks)_en.srt 6.98KB
005 The first Trade (buying Stocks).mp4 41.05MB
005 The Impact of Granularity_en.srt 4.78KB
005 The Impact of Granularity.mp4 20.91MB
005 The method get_data()_en.srt 6.78KB
005 The method get_data().mp4 24.50MB
005 Timezones and Converting (Part 1)_en.srt 5.37KB
005 Timezones and Converting (Part 1).mp4 14.61MB
005 Tips for Python Beginners_en.srt 1.42KB
005 Tips for Python Beginners.mp4 2.47MB
005 Trade Analysis_en.srt 3.97KB
005 Trade Analysis.mp4 11.35MB
005 Underfitting_en.srt 4.50KB
005 Underfitting.mp4 13.06MB
005 Vectorized Operations with Numpy Arrays_en.srt 4.59KB
005 Vectorized Operations with Numpy Arrays.mp4 12.10MB
005 Vectorized Strategy Backtesting_en.srt 4.79KB
005 Vectorized Strategy Backtesting_en.srt 6.39KB
005 Vectorized Strategy Backtesting.mp4 23.39MB
005 Vectorized Strategy Backtesting.mp4 22.62MB
006 Adding lags_en.srt 2.68KB
006 Adding lags.mp4 14.02MB
006 Changing Elements in Numpy Arrays & Mutability_en.srt 6.65KB
006 Changing Elements in Numpy Arrays & Mutability.mp4 19.39MB
006 Changing the Window Parameter_en.srt 6.11KB
006 Changing the Window Parameter.mp4 31.81MB
006 Charting_en.srt 1.50KB
006 Charting.mp4 5.80MB
006 Conclusions_en.srt 2.41KB
006 Conclusions.mp4 13.09MB
006 Creating an Iterative Base Class (Part 3)_en.srt 2.69KB
006 Creating an Iterative Base Class (Part 3).mp4 8.74MB
006 Creating the Class (Part 1)_en.srt 3.86KB
006 Creating the Class (Part 1).mp4 16.17MB
006 Generalization with OOP A Bollinger Bands Backtesting Class in action_en.srt 7.71KB
006 Generalization with OOP A Bollinger Bands Backtesting Class in action.mp4 39.03MB
006 Getting the Data_en.srt 1.83KB
006 Getting the Data.mp4 5.69MB
006 Getting the Instance Ready for Algorithmic Trading_en.srt 6.61KB
006 Getting the Instance Ready for Algorithmic Trading.mp4 35.37MB
006 How to calculate Profit & Loss of a Trade_en.srt 7.43KB
006 How to calculate Profit & Loss of a Trade.mp4 30.13MB
006 How to collect and store real-time tick data_en.srt 6.29KB
006 How to collect and store real-time tick data.mp4 31.99MB
006 How to unpack Iterables_en.srt 5.58KB
006 How to unpack Iterables.mp4 12.50MB
006 IndexErrors_en.srt 5.29KB
006 IndexErrors.mp4 18.02MB
006 Interest-Rates.pdf 187.82KB
006 Interest Rates and Returns (Theory)_en.srt 6.05KB
006 Interest Rates and Returns (Theory).mp4 7.05MB
006 Long-EUR.xlsx 40.06KB
006 Mutability-arrays.pdf 121.74KB
006 Normalizing Time Series to a Base Value (100)_en.srt 6.88KB
006 Normalizing Time Series to a Base Value (100).mp4 36.60MB
006 Oanda Contrader Class without Take Profit & Stop Loss (Recap)_en.srt 1.58KB
006 Oanda Contrader Class without Take Profit & Stop Loss (Recap).mp4 8.74MB
006 OANDA How to load Historical Price Data (Part 1)_en.srt 8.30KB
006 OANDA How to load Historical Price Data (Part 1).mp4 57.36MB
006 Out-Sample Forward Testing_en.srt 3.58KB
006 Out-Sample Forward Testing.mp4 10.34MB
006 Performance Metrics_en.srt 7.36KB
006 Performance Metrics.mp4 30.04MB
006 Preparing the Data for Day Trading_en.srt 5.25KB
006 Preparing the Data for Day Trading.mp4 29.74MB
006 Storing and resampling real-time tick data (Part 1)_en.srt 9.08KB
006 Storing and resampling real-time tick data (Part 1).mp4 49.01MB
006 Strategy Backtesting_en.srt 1.94KB
006 Strategy Backtesting.mp4 4.39MB
006 The method log_returns()_en.srt 3.51KB
006 The method log_returns().mp4 10.88MB
006 Timezones and Converting (Part 2)_en.srt 5.53KB
006 Timezones and Converting (Part 2).mp4 26.50MB
006 Trading Hours_en.srt 5.07KB
006 Trading Hours.mp4 19.60MB
006 try, except, else_en.srt 3.73KB
006 try, except, else.mp4 13.66MB
007 A simple Linear Model to predict Financial Returns (Part 1)_en.srt 3.99KB
007 A simple Linear Model to predict Financial Returns (Part 1).mp4 9.34MB
007 A Trader Class_en.srt 6.26KB
007 A Trader Class.mp4 22.45MB
007 Calculate Interest Rates and Returns with Python_en.srt 4.85KB
007 Calculate Interest Rates and Returns with Python.mp4 8.98MB
007 Cash Account vs. Margin Account_en.srt 4.56KB
007 Cash Account vs. Margin Account.mp4 13.94MB
007 Closing Positions vs. Hedging Positions_en.srt 2.56KB
007 Closing Positions vs. Hedging Positions.mp4 9.27MB
007 Coding Challenge #1_en.srt 5.80KB
007 Coding Challenge #1.mp4 39.68MB
007 Combining both Strategies - Alternative 2_en.srt 2.96KB
007 Combining both Strategies - Alternative 2.mp4 16.31MB
007 Creating an Iterative Base Class (Part 4)_en.srt 8.05KB
007 Creating an Iterative Base Class (Part 4).mp4 29.37MB
007 Creating the Class (Part 2)_en.srt 8.26KB
007 Creating the Class (Part 2).mp4 50.21MB
007 finally_en.srt 4.20KB
007 finally.mp4 9.12MB
007 Generalization with OOP A Classification Backtesting Class in action_en.srt 11.59KB
007 Generalization with OOP A Classification Backtesting Class in action.mp4 69.30MB
007 Improving Code Efficiency_en.srt 3.69KB
007 Improving Code Efficiency.mp4 23.38MB
007 Indentation Errors_en.srt 4.19KB
007 Indentation Errors.mp4 6.79MB
007 Oanda How to create Stop Loss and Take Profit Orders_en.srt 9.37KB
007 Oanda How to create Stop Loss and Take Profit Orders.mp4 56.30MB
007 OANDA How to load Historical Price Data (Part 2)_en.srt 4.02KB
007 OANDA How to load Historical Price Data (Part 2).mp4 17.60MB
007 OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution)_en.srt 4.70KB
007 OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).mp4 17.72MB
007 Sequences as arguments and args_en.srt 6.32KB
007 Sequences as arguments and args.mp4 21.26MB
007 Slicing-arrays.pdf 122.52KB
007 Splitting into Train and Test Set_en.srt 2.36KB
007 Splitting into Train and Test Set.mp4 7.41MB
007 spread.pdf 112.17KB
007 Storing and resampling real-time tick data (Part 1)_en.srt 8.61KB
007 Storing and resampling real-time tick data (Part 1).mp4 33.95MB
007 String representation and the special method __repr__()_en.srt 3.89KB
007 String representation and the special method __repr__().mp4 13.47MB
007 Trades and Trading Costs (Part 1)_en.srt 10.03KB
007 Trades and Trading Costs (Part 1).mp4 55.38MB
007 Trading Costs and Performance Attribution_en.srt 12.51KB
007 Trading Costs and Performance Attribution.mp4 42.53MB
007 View vs. copy - potential Pitfalls when slicing Numpy Arrays_en.srt 5.79KB
007 View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4 10.74MB
007 Weekend and Bank Holiday Alert.html 375B
008 A simple Linear Model to predict Financial Returns (Part 2)_en.srt 7.40KB
008 A simple Linear Model to predict Financial Returns (Part 2).mp4 37.86MB
008 Creating an Iterative Base Class (Part 5)_en.srt 6.15KB
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008 Define an SMA Day Trading Strategy_en.srt 4.65KB
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008 How to return many results_en.srt 3.36KB
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008 IBKR-Stocks.xlsx 370.63KB
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008 Try again (...until it works)_en.srt 5.31KB
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009 A Multiple Regression Model to predict Financial Returns_en.srt 6.50KB
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009 How to limit the number of retries_en.srt 2.89KB
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009 How to start Trading sessions with Batch (.bat) Files_en.srt 4.15KB
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009 Margin Closeout and more_en.srt 8.20KB
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009 Numpy Universal Functions_en.srt 4.76KB
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010 Coding Exercise 6.html 154B
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010 Getting help on StackOverflow.com_en.srt 7.40KB
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010 Trading Challenge.html 442B
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011 Adding more methods and performance metrics_en.srt 6.49KB
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011 How to traceback more complex Errors_en.srt 11.48KB
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011 IBKR API Downloads and required Commands to install the Wrapper.html 375B
011 Implementation with Oanda V20 Connection Issues_en.srt 4.04KB
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011 Interactive-Brokers-firststeps.zip 180.14KB
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011 Oanda Adding Stop Loss & Take Profit_en.srt 9.25KB
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011 Our third Trade A-Z - Going Short EURUSD_en.srt 7.93KB
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011 Out-Sample Forward Testing_en.srt 4.91KB
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011 Saving Model and Parameters_en.srt 3.06KB
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011 Short-EUR.xlsx 35.48KB
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012 Compound Returns & Geometric Mean Return_en.srt 4.52KB
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012 How to stop Trading Sessions (FXCM)_en.srt 5.58KB
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012 IBKR How to download and install the API Wrapper & other Preparations_en.srt 3.18KB
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012 Important Notices.html 816B
012 Inheritance_en.srt 9.35KB
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012 keywords.pdf 69.44KB
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012 Oanda Trading Bot Final Python Script.html 184B
012 Problems with the Python Installation_en.srt 7.41KB
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012 Trading other Strategies - Coding Challenge_en.srt 3.08KB
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012 Variables - Dos, Don´ts and Conventions_en.srt 4.75KB
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013 Creating Numpy Arrays from Scratch_en.srt 6.12KB
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013 Creating the Class (Part 8)_en.srt 5.14KB
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013 Defining a Simple Contrarian Trading Strategy_en.srt 5.48KB
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013 External Factors and Issues_en.srt 5.21KB
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013 IBKR Connecting to the API_en.srt 3.78KB
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013 Implementation (Oanda & FXCM)_en.srt 13.52KB
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013 Running a Python Trader Script_en.srt 6.35KB
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013 The print() Function_en.srt 5.14KB
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014 Adding meaningful Docstrings_en.srt 7.38KB
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014 Coding Exercise 1_en.srt 11.51KB
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014 Coding Exercise 7.html 156B
014 Discrete Compounding_en.srt 9.26KB
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014 Errors related to the course content (Transcription Errors)_en.srt 5.12KB
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014 IBKR Contracts_en.srt 5.87KB
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014 Outlook What is (still) missing.html 560B
014 Placing Orders and Executing Trades_en.srt 8.30KB
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014 Take-Profit and Stop-Loss Orders_en.srt 3.93KB
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015 A more general Example_en.srt 4.73KB
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015 Continuous Compounding_en.srt 6.20KB
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015 Creating and Importing Python Modules (.py)_en.srt 4.25KB
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015 Defining a simple Contrarian Strategy_en.srt 6.61KB
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015 FV-many.pdf 175.95KB
015 How to work with nested Lists_en.srt 5.37KB
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015 IBKR How to get Market Data_en.srt 8.19KB
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015 IBKR Stop Loss and Take Profit Orders - Pitfalls_en.srt 5.68KB
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015 OOP Challenge Add Contrarian and Bollinger Strategies_en.srt 7.93KB
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015 Summary and Debugging Flow-Chart_en.srt 8.72KB
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015 Trade Monitoring and Reporting_en.srt 6.71KB
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015 TVM Problems with many Cashflows_en.srt 4.49KB
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016 2-dimensional Numpy Arrays_en.srt 4.63KB
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016 Coding Exercise 3 Create your own Class_en.srt 8.11KB
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016 IBKR Adding Stop Loss & Take Profit_en.srt 10.26KB
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016 IBKR Data Streaming for Multiple Tickers_en.srt 2.47KB
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016 IBKR Error Handling_en.srt 5.98KB
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016 Intro to Python Lists_en.srt 3.01KB
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016 Log Returns_en.srt 2.61KB
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016 Placing Orders and Executing Trades_en.srt 6.69KB
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016 Trading Challenge.html 563B
016 Trading other Strategies - Coding Challenge_en.srt 2.19KB
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017 How to slice 2-dim Numpy Arrays (Part 1)_en.srt 6.73KB
017 How to slice 2-dim Numpy Arrays (Part 1).mp4 22.85MB
017 IBKR Contracts (advanced)_en.srt 6.37KB
017 IBKR Contracts (advanced).mp4 61.96MB
017 IBKR Trading Bot Final Python Script.html 182B
017 Implementation with FXCM APIServer Issues_en.srt 2.78KB
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017 Indexing.pdf 122.88KB
017 Simple Returns vs Log Returns ( Part 1)_en.srt 7.09KB
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017 SMA Crossover and Bollinger Bands (Solution)_en.srt 4.84KB
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017 Trade Monitoring and Reporting_en.srt 9.20KB
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017 Zero-based Indexing and negative Indexing in Python (Theory)_en.srt 3.40KB
017 Zero-based Indexing and negative Indexing in Python (Theory).mp4 3.77MB
018 FXCM Error Handling (Part 1)_en.srt 5.45KB
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018 How to slice 2-dim Numpy Arrays (Part 2)_en.srt 2.43KB
018 How to slice 2-dim Numpy Arrays (Part 2).mp4 4.57MB
018 IBKR FOREX and CFD Contracts_en.srt 3.22KB
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018 Indexing Lists_en.srt 3.76KB
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018 Machine Learning Strategies (1) - Model Fitting_en.srt 6.41KB
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018 Simple Returns vs Log Returns ( Part 2)_en.srt 6.78KB
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018 Trading other Strategies - Coding Challenge_en.srt 2.09KB
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019 Coding Challenge #4.html 387B
019 For Loops - Iterating over Lists_en.srt 9.79KB
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019 FXCM Error Handling (Part 2)_en.srt 5.84KB
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019 IBKR Creating Orders (Stock Trading)_en.srt 9.72KB
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019 Implementing an SMA Crossover Strategy (Solution)_en.srt 4.25KB
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019 Machine Learning Strategies (2) - Implementation_en.srt 6.14KB
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019 Recap Changing Elements in a Numpy Array slice_en.srt 4.40KB
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020 Comparing the Performance of Financial Instruments_en.srt 10.53KB
020 Comparing the Performance of Financial Instruments.mp4 67.39MB
020 Excursus Printing all ticks in a Command PromptTerminal.html 533B
020 How to perform row-wise and column-wise Operations_en.srt 5.54KB
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020 IBKR Creating Orders (CFD Trading)_en.srt 1.54KB
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020 Implementing a Bollinger Bands Strategy (Solution)_en.srt 3.35KB
020 Implementing a Bollinger Bands Strategy (Solution).mp4 21.51MB
020 The range Object - another Iterable_en.srt 5.97KB
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021 (Non-) Normality of Financial Returns_en.srt 13.83KB
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021 Calculate FV and PV for many Cashflows_en.srt 9.12KB
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021 Coding Exercise 8.html 156B
021 IBKR CFD Trade Information_en.srt 6.35KB
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021 Machine Learning Strategies (1) - Model Fitting_en.srt 6.41KB
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021 PV-FV-many.pdf 194.55KB
021 Running a Python Script_en.srt 6.89KB
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022 Annualizing Return and Risk_en.srt 5.51KB
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022 IBKR Positions and Account Values_en.srt 4.07KB
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022 Intro to Tabular Data Pandas_en.srt 5.64KB
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022 Machine Learning Strategies (2) - Implementation_en.srt 7.29KB
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022 NPV.pdf 245.66KB
022 The Net Present Value - NPV (Theory)_en.srt 9.76KB
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023 Calculate an Investment Project´s NPV_en.srt 3.63KB
023 Calculate an Investment Project´s NPV.mp4 8.01MB
023 Create your very first Pandas DataFrame (from csv)_en.srt 10.38KB
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023 IBKR Historical Bars_en.srt 7.25KB
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023 Importing a Trader Module Class_en.srt 2.88KB
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023 Resampling Smoothing of Financial Data_en.srt 8.72KB
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024 Coding Exercise 2_en.srt 10.02KB
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024 Excursus Printing all ticks in a Command PromptTerminal.html 533B
024 FXCM Important Info April 2023.html 652B
024 Pandas Display Options and the methods head() & tail()_en.srt 7.77KB
024 Pandas Display Options and the methods head() & tail().mp4 29.94MB
024 Rolling Statistics_en.srt 10.00KB
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025 Coding Challenge #5.html 569B
025 Data Types in Action_en.srt 7.55KB
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025 First Data Inspection_en.srt 14.46KB
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025 FXCM Commands to install required packages.html 626B
025 Running a Python Trader Script_en.srt 7.20KB
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026 Coding Exercise 9.html 157B
026 FXCM How to install the FXCM API Wrapper_en.srt 3.52KB
026 FXCM How to install the FXCM API Wrapper.mp4 28.73MB
026 Outlook What is (still) missing.html 560B
026 Short Selling and Short Position Returns (Part 1)_en.srt 3.65KB
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026 The Data Type Hierarchy (Theory)_en.srt 4.30KB
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026 Type-Hierarchy.pdf 162.43KB
027 Excursus Dynamic Typing in Python_en.srt 1.99KB
027 Excursus Dynamic Typing in Python.mp4 2.93MB
027 FXCM-firststeps.zip 1.48KB
027 FXCM Getting the Access Token & other Preparations_en.srt 3.37KB
027 FXCM Getting the Access Token & other Preparations.mp4 12.90MB
027 Selecting Columns_en.srt 6.55KB
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027 Short Selling and Short Position Returns (Part 2)_en.srt 4.86KB
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028 Build-in Functions_en.srt 7.72KB
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028 Built-in-func.pdf 92.61KB
028 FXCM Connecting to the APIServer_en.srt 8.09KB
028 FXCM Connecting to the APIServer.mp4 34.36MB
028 Selecting one Column with the dot notation_en.srt 2.75KB
028 Selecting one Column with the dot notation.mp4 4.37MB
028 Short Selling and Short Position Returns (Part 3)_en.srt 4.72KB
028 Short Selling and Short Position Returns (Part 3).mp4 23.15MB
029 Coding Challenge #6.html 365B
029 Integers_en.srt 3.91KB
029 Integers.mp4 6.04MB
029 Troubleshooting FXCM Server Connection Issues.html 4.01KB
029 Zero-based Indexing and Negative Indexing_en.srt 3.98KB
029 Zero-based Indexing and Negative Indexing.mp4 6.12MB
030 Covariance and Correlation_en.srt 8.32KB
030 Covariance and Correlation.mp4 40.10MB
030 Floats_en.srt 6.83KB
030 Floats.mp4 14.88MB
030 FXCM How to load Historical Price Data (Part 1)_en.srt 6.85KB
030 FXCM How to load Historical Price Data (Part 1).mp4 49.29MB
030 Selecting Rows with iloc (position-based indexing)_en.srt 11.52KB
030 Selecting Rows with iloc (position-based indexing).mp4 61.29MB
031 FXCM How to load Historical Price Data (Part 2)_en.srt 5.25KB
031 FXCM How to load Historical Price Data (Part 2).mp4 23.03MB
031 How to round Floats (and Integers) with round()_en.srt 6.55KB
031 How to round Floats (and Integers) with round().mp4 10.76MB
031 Portfolios and Portfolio Returns_en.srt 4.08KB
031 Portfolios and Portfolio Returns.mp4 13.11MB
031 Slicing Rows and Columns with iloc (position-based indexing)_en.srt 5.37KB
031 Slicing Rows and Columns with iloc (position-based indexing).mp4 13.23MB
032 FXCM Streaming high-frequency real-time Data_en.srt 7.20KB
032 FXCM Streaming high-frequency real-time Data.mp4 41.73MB
032 Margin Trading and Levered Returns (Part 1)_en.srt 5.54KB
032 Margin Trading and Levered Returns (Part 1).mp4 16.35MB
032 More on Lists_en.srt 6.48KB
032 More on Lists.mp4 19.41MB
032 pandas-iloc.pdf 72.00KB
032 Position-based Indexing Cheat Sheets.html 440B
033 FXCM How to place Orders and execute Trades_en.srt 7.79KB
033 FXCM How to place Orders and execute Trades.mp4 40.35MB
033 Lists and Element-wise Operations_en.srt 5.37KB
033 Lists and Element-wise Operations.mp4 10.29MB
033 Margin Trading and Levered Returns (Part 2)_en.srt 9.82KB
033 Margin Trading and Levered Returns (Part 2).mp4 53.58MB
033 Selecting Rows with loc (label-based indexing)_en.srt 3.88KB
033 Selecting Rows with loc (label-based indexing).mp4 20.22MB
034 Coding Challenge #7.html 444B
034 Slicing Lists_en.srt 5.02KB
034 Slicing Lists.mp4 9.25MB
034 Slicing Rows and Columns with loc (label-based indexing)_en.srt 11.64KB
034 Slicing Rows and Columns with loc (label-based indexing).mp4 56.00MB
034 Trading Challenge.html 441B
035 Label-based Indexing Cheat Sheets.html 701B
035 Pandas-loc.pdf 67.80KB
035 Slicing Cheat Sheet.html 108B
035 Slicing-cheatsheet.pdf 105.28KB
036 Changing Elements in Lists_en.srt 3.32KB
036 Changing Elements in Lists.mp4 6.99MB
036 Summary, Best Practices and Outlook_en.srt 7.70KB
036 Summary, Best Practices and Outlook.mp4 30.96MB
037 Coding Exercise 10.html 157B
037 Sorting and Reversing Lists_en.srt 4.48KB
037 Sorting and Reversing Lists.mp4 7.21MB
038 Adding and removing Elements fromto Lists_en.srt 11.47KB
038 Adding and removing Elements fromto Lists.mp4 23.62MB
038 First Steps with Pandas Series_en.srt 4.98KB
038 First Steps with Pandas Series.mp4 14.47MB
039 Analyzing Numerical Series with unique(), nunique() and value_counts()_en.srt 16.10KB
039 Analyzing Numerical Series with unique(), nunique() and value_counts().mp4 57.59MB
039 Mutable vs. immutable Objects (Part 1)_en.srt 10.31KB
039 Mutable vs. immutable Objects (Part 1).mp4 19.28MB
040 Analyzing non-numerical Series with unique(), nunique(), value_counts()_en.srt 8.50KB
040 Analyzing non-numerical Series with unique(), nunique(), value_counts().mp4 19.11MB
040 Mutable vs. immutable Objects (Part 2)_en.srt 5.87KB
040 Mutable vs. immutable Objects (Part 2).mp4 11.60MB
040 Python-for-Finance-Mutability.pdf 166.74KB
041 Coding Exercise 3_en.srt 13.21KB
041 Coding Exercise 3.mp4 43.07MB
041 The copy() method_en.srt 5.27KB
041 The copy() method.mp4 15.96MB
042 Sorting of Series and Introduction to the inplace - parameter_en.srt 11.05KB
042 Sorting of Series and Introduction to the inplace - parameter.mp4 17.30MB
042 Tuples_en.srt 8.31KB
042 Tuples.mp4 17.01MB
043 Dictionaries_en.srt 7.87KB
043 Dictionaries.mp4 17.88MB
043 First Steps with Pandas Index Objects_en.srt 6.84KB
043 First Steps with Pandas Index Objects.mp4 27.18MB
044 Changing Row Index with set_index() and reset_index()_en.srt 11.79KB
044 Changing Row Index with set_index() and reset_index().mp4 58.80MB
044 Intro to Strings_en.srt 9.85KB
044 Intro to Strings.mp4 32.72MB
045 Changing Column Labels_en.srt 4.03KB
045 Changing Column Labels.mp4 10.49MB
045 String Replacement_en.srt 4.88KB
045 String Replacement.mp4 9.29MB
046 Booleans_en.srt 2.81KB
046 Booleans.mp4 5.17MB
046 Renaming Index & Column Labels with rename()_en.srt 4.73KB
046 Renaming Index & Column Labels with rename().mp4 21.07MB
047 Filtering DataFrames (one Condition)_en.srt 12.78KB
047 Filtering DataFrames (one Condition).mp4 23.87MB
047 Operators.pdf 145.62KB
047 Operators (Theory)_en.srt 5.31KB
047 Operators (Theory).mp4 6.21MB
048 Comparison, Logical and Membership Operators in Action_en.srt 9.49KB
048 Comparison, Logical and Membership Operators in Action.mp4 20.95MB
048 Filtering DataFrames by many Conditions (AND)_en.srt 5.35KB
048 Filtering DataFrames by many Conditions (AND).mp4 10.08MB
049 Coding Exercise 4_en.srt 10.91KB
049 Coding Exercise 4.mp4 36.73MB
049 Filtering DataFrames by many Conditions (OR)_en.srt 5.70KB
049 Filtering DataFrames by many Conditions (OR).mp4 13.11MB
050 Advanced Filtering with between(), isin() and ~_en.srt 8.98KB
050 Advanced Filtering with between(), isin() and ~.mp4 41.87MB
050 Conditional Statements_en.srt 10.52KB
050 Conditional Statements.mp4 22.19MB
051 Intro to NA Values missing Values_en.srt 11.03KB
051 Intro to NA Values missing Values.mp4 24.03MB
051 Keywords pass, continue and break_en.srt 11.58KB
051 Keywords pass, continue and break.mp4 19.95MB
052 Calculate a Project´s Payback Period_en.srt 5.56KB
052 Calculate a Project´s Payback Period.mp4 12.43MB
052 Handling NA Values missing Values_en.srt 12.95KB
052 Handling NA Values missing Values.mp4 34.15MB
053 Exporting DataFrames to csv_en.srt 2.63KB
053 Exporting DataFrames to csv.mp4 6.10MB
053 Introduction to while loops_en.srt 8.68KB
053 Introduction to while loops.mp4 20.05MB
054 Coding Exercise 5.html 156B
054 Summary Statistics and Accumulations_en.srt 11.74KB
054 Summary Statistics and Accumulations.mp4 37.49MB
055 Visualization with Matplotlib (Intro)_en.srt 10.78KB
055 Visualization with Matplotlib (Intro).mp4 51.66MB
056 Customization of Plots_en.srt 14.45KB
056 Customization of Plots.mp4 65.85MB
057 Histogramms (Part 1)_en.srt 5.40KB
057 Histogramms (Part 1).mp4 10.97MB
058 Histogramms (Part 2)_en.srt 7.99KB
058 Histogramms (Part 2).mp4 15.35MB
059 Scatterplots_en.srt 8.35KB
059 Scatterplots.mp4 17.45MB
060 First Steps with Seaborn_en.srt 6.89KB
060 First Steps with Seaborn.mp4 12.07MB
061 Categorical Seaborn Plots_en.srt 16.75KB
061 Categorical Seaborn Plots.mp4 55.75MB
062 Seaborn Regression Plots_en.srt 14.25KB
062 Seaborn Regression Plots.mp4 51.44MB
063 Seaborn Heatmaps_en.srt 10.32KB
063 Seaborn Heatmaps.mp4 19.83MB
064 Removing Columns_en.srt 6.19KB
064 Removing Columns.mp4 23.56MB
065 Introduction to GroupBy Operations_en.srt 2.69KB
065 Introduction to GroupBy Operations.mp4 4.05MB
066 Understanding the GroupBy Object_en.srt 10.04KB
066 Understanding the GroupBy Object.mp4 22.42MB
067 Splitting with many Keys_en.srt 8.30KB
067 Splitting with many Keys.mp4 31.94MB
068 split-apply-combine_en.srt 12.17KB
068 split-apply-combine.mp4 31.92MB
Distribution statistics by country
India (IN) 3
China (CN) 2
Ethiopia (ET) 1
Italy (IT) 1
Mexico (MX) 1
Botswana (BW) 1
Republic of Korea (KR) 1
Hungary (HU) 1
Vietnam (VN) 1
United States (US) 1
Russia (RU) 1
Total 14
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