GetFreeCourses Co Udemy Algorithmic Trading with Python Machine Learning AWS

GetFreeCourses Co Udemy Algorithmic Trading with Python Machine Learning AWS

Name	GetFreeCourses.Co-Udemy-Algorithmic Trading A-Z with Python, Machine Learning & AWS	DOWNLOAD Copy Link
Total Size	13.8 GB
Total Files	872
Last Seen	2024-11-08 01:19
Hash	9E19824AF1F1B679952510407C4F1D05B043F716

/1. Getting Started/
1. What is Algorithmic Trading Course Overview.mp4	40.1 MB
1. What is Algorithmic Trading Course Overview.srt	6.3 KB
1.1 Overview.pdf	488.2 KB
2. How to get the best out of this course.mp4	39.4 MB
2. How to get the best out of this course.srt	7.1 KB
3. Did you know... (what Data can tell us about Day Trading).mp4	41.1 MB
3. Did you know... (what Data can tell us about Day Trading).srt	5.6 KB
3.1 did_you_know.pdf	439.6 KB
4. Test your knowledge.html	0.2 KB
5. Student FAQ.html	10.3 KB
6. LEGAL DISCLAIMER (MUST READ!) .html	2.6 KB
/10. Introduction to Time Series Data in Pandas/
1. Importing Time Series Data from csv-files.mp4	36.1 MB
1. Importing Time Series Data from csv-files.srt	10.2 KB
2. Converting strings to datetime objects with pd.to_datetime().mp4	51.2 MB
2. Converting strings to datetime objects with pd.to_datetime().srt	11.4 KB
3. Indexing and Slicing Time Series.mp4	42.6 MB
3. Indexing and Slicing Time Series.srt	8.3 KB
4. Downsampling Time Series with resample().mp4	75.7 MB
4. Downsampling Time Series with resample().srt	17.1 KB
5. Coding Exercise 1.mp4	37.6 MB
5. Coding Exercise 1.srt	5.9 KB
/11. Financial Data Analysis with Pandas - an Introduction/
1. Getting Ready (Installing required library).mp4	19.2 MB
1. Getting Ready (Installing required library).srt	2.6 KB
10. Coding Exercise 2.html	0.2 KB
11. Simple Returns vs. Log Returns.mp4	34.2 MB
11. Simple Returns vs. Log Returns.srt	11.4 KB
12. Importing Financial Data from Excel.mp4	84.6 MB
12. Importing Financial Data from Excel.srt	14.2 KB
13. Simple Moving Averages (SMA) with rolling().mp4	43.0 MB
13. Simple Moving Averages (SMA) with rolling().srt	11.2 KB
14. Momentum Trading Strategies with SMAs.mp4	34.6 MB
14. Momentum Trading Strategies with SMAs.srt	8.9 KB
15. Exponentially-weighted Moving Averages (EWMA).mp4	24.9 MB
15. Exponentially-weighted Moving Averages (EWMA).srt	5.8 KB
16. Merging Aligning Financial Time Series (hands-on).mp4	27.2 MB
16. Merging Aligning Financial Time Series (hands-on).srt	6.2 KB
2. Importing Stock Price Data from Yahoo Finance.mp4	61.3 MB
2. Importing Stock Price Data from Yahoo Finance.srt	10.4 KB
3. Initial Inspection and Visualization.mp4	38.1 MB
3. Initial Inspection and Visualization.srt	6.2 KB
4. Normalizing Time Series to a Base Value (100).mp4	39.2 MB
4. Normalizing Time Series to a Base Value (100).srt	7.8 KB
5. The shift() method.mp4	30.9 MB
5. The shift() method.srt	8.9 KB
6. The methods diff() and pct_change().mp4	34.3 MB
6. The methods diff() and pct_change().srt	8.6 KB
7. Measuring Stock Performance with MEAN Returns and STD of Returns.mp4	36.6 MB
7. Measuring Stock Performance with MEAN Returns and STD of Returns.srt	11.0 KB
8. Financial Time Series - Return and Risk.mp4	47.1 MB
8. Financial Time Series - Return and Risk.srt	10.6 KB
9. Financial Time Series - Covariance and Correlation.mp4	22.1 MB
9. Financial Time Series - Covariance and Correlation.srt	5.6 KB
/12. Advanced Topics/
1. Helpful DatetimeIndex Attributes and Methods.mp4	39.2 MB
1. Helpful DatetimeIndex Attributes and Methods.srt	7.4 KB
2. Filling NA Values with bfill, ffill and interpolation.mp4	71.7 MB
2. Filling NA Values with bfill, ffill and interpolation.srt	12.3 KB
3. Timezones and Converting (Part 1).mp4	30.8 MB
3. Timezones and Converting (Part 1).srt	5.5 KB
4. Timezones and Converting (Part 2).mp4	38.7 MB
4. Timezones and Converting (Part 2).srt	5.7 KB
/13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/
1. Introduction to OOP and examples for Classes.mp4	66.8 MB
1. Introduction to OOP and examples for Classes.srt	12.6 KB
1.1 OOP.pdf	491.0 KB
10. The method set_ticker().mp4	26.4 MB
10. The method set_ticker().srt	3.5 KB
11. Adding more methods and performance metrics.mp4	47.6 MB
11. Adding more methods and performance metrics.srt	6.6 KB
12. Inheritance.mp4	82.7 MB
12. Inheritance.srt	9.6 KB
13. Inheritance and the super() Function.mp4	56.5 MB
13. Inheritance and the super() Function.srt	7.3 KB
14. Adding meaningful Docstrings.mp4	52.5 MB
14. Adding meaningful Docstrings.srt	7.6 KB
15. Creating and Importing Python Modules (.py).mp4	21.8 MB
15. Creating and Importing Python Modules (.py).srt	4.3 KB
16. Coding Exercise 3 Create your own Class.mp4	38.8 MB
16. Coding Exercise 3 Create your own Class.srt	8.3 KB
2. The Financial Analysis Class live in action (Part 1).mp4	28.6 MB
2. The Financial Analysis Class live in action (Part 1).srt	5.4 KB
3. The Financial Analysis Class live in action (Part 2).mp4	20.7 MB
3. The Financial Analysis Class live in action (Part 2).srt	4.1 KB
4. The special method __init__().mp4	36.7 MB
4. The special method __init__().srt	9.2 KB
5. The method get_data().mp4	44.8 MB
5. The method get_data().srt	6.9 KB
6. The method log_returns().mp4	24.1 MB
6. The method log_returns().srt	3.6 KB
7. String representation and the special method __repr__().mp4	23.2 MB
7. String representation and the special method __repr__().srt	4.0 KB
8. The methods plot_prices() and plot_returns().mp4	35.8 MB
8. The methods plot_prices() and plot_returns().srt	6.0 KB
9. Encapsulation and protected Attributes.mp4	25.2 MB
9. Encapsulation and protected Attributes.srt	4.5 KB
/14. +++ PART 3 Defining and Testing Trading Strategies +++/
1. Introduction to Part 3.mp4	43.3 MB
1. Introduction to Part 3.srt	8.2 KB
2. Trading Strategies - an Overview.mp4	49.2 MB
2. Trading Strategies - an Overview.srt	8.1 KB
2.1 strategy_overview.pdf	410.7 KB
3. Downloads for Part 3.html	0.1 KB
3.1 Part3_Materials.zip	2.3 MB
4. Getting the Data.mp4	21.2 MB
4. Getting the Data.srt	4.7 KB
5. A simple Buy and Hold Strategy.mp4	27.4 MB
5. A simple Buy and Hold Strategy.srt	6.0 KB
6. Performance Metrics.mp4	39.9 MB
6. Performance Metrics.srt	7.5 KB
/15. Defining and Backtesting SMA Strategies/
1. SMA Crossover Strategies - Overview.mp4	46.1 MB
1. SMA Crossover Strategies - Overview.srt	5.8 KB
10. Creating the Class (Part 5).mp4	22.1 MB
10. Creating the Class (Part 5).srt	3.2 KB
11. Creating the Class (Part 6).mp4	38.1 MB
11. Creating the Class (Part 6).srt	5.5 KB
12. Creating the Class (Part 7).mp4	26.3 MB
12. Creating the Class (Part 7).srt	3.2 KB
13. Creating the Class (Part 8).mp4	34.3 MB
13. Creating the Class (Part 8).srt	5.3 KB
2. Defining an SMA Crossover Strategy.mp4	45.8 MB
2. Defining an SMA Crossover Strategy.srt	7.9 KB
3. Vectorized Strategy Backtesting.mp4	61.2 MB
3. Vectorized Strategy Backtesting.srt	9.8 KB
4. Finding the optimal SMA Strategy.mp4	86.8 MB
4. Finding the optimal SMA Strategy.srt	12.9 KB
5. Generalization with OOP An SMA Backtesting Class in action.mp4	77.2 MB
5. Generalization with OOP An SMA Backtesting Class in action.srt	11.6 KB
6. Creating the Class (Part 1).mp4	21.2 MB
6. Creating the Class (Part 1).srt	3.9 KB
7. Creating the Class (Part 2).mp4	68.7 MB
7. Creating the Class (Part 2).srt	8.5 KB
8. Creating the Class (Part 3).mp4	41.3 MB
8. Creating the Class (Part 3).srt	7.5 KB
9. Creating the Class (Part 4).mp4	40.3 MB
9. Creating the Class (Part 4).srt	5.6 KB
/16. Defining and Backtesting simple MomentumContrarian Strategies/
1. Simple ContrarianMomentum Strategies - Overview.mp4	20.9 MB
1. Simple ContrarianMomentum Strategies - Overview.srt	4.5 KB
10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).mp4	0.0 KB
10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).srt	0.0 KB
2. Getting the Data.mp4	16.1 MB
2. Getting the Data.srt	3.0 KB
3. Excursus Your FAQs answered.mp4	32.7 MB
3. Excursus Your FAQs answered.srt	5.2 KB
4. Defining a simple Contrarian Strategy.mp4	22.5 MB
4. Defining a simple Contrarian Strategy.srt	3.9 KB
5. Vectorized Strategy Backtesting.mp4	30.3 MB
5. Vectorized Strategy Backtesting.srt	4.9 KB
6. Changing the Window Parameter.mp4	41.1 MB
6. Changing the Window Parameter.srt	6.3 KB
7. Trades and Trading Costs (Part 1).mp4	61.9 MB
7. Trades and Trading Costs (Part 1).srt	10.3 KB
8. Trades and Trading Costs (Part 2).mp4	23.0 MB
8. Trades and Trading Costs (Part 2).srt	3.5 KB
9. Generalization with OOP A Contrarian Backtesting Class in action.mp4	63.6 MB
9. Generalization with OOP A Contrarian Backtesting Class in action.srt	9.1 KB
/17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/
1. Mean-Reversion Strategies - Overview.mp4	53.9 MB
1. Mean-Reversion Strategies - Overview.srt	6.7 KB
2. Getting the Data.mp4	12.2 MB
2. Getting the Data.srt	2.3 KB
3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4	31.2 MB
3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).srt	5.1 KB
4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4	74.1 MB
4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).srt	10.3 KB
5. Vectorized Strategy Backtesting.mp4	42.2 MB
5. Vectorized Strategy Backtesting.srt	6.5 KB
6. Generalization with OOP A Bollinger Bands Backtesting Class in action.mp4	0.0 KB
6. Generalization with OOP A Bollinger Bands Backtesting Class in action.srt	0.0 KB
7. OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).mp4	0.0 KB
7. OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).srt	0.0 KB
/18. Trading Strategies powered by Machine Learning - Regression/
1. Machine Learning - an Overview.mp4	44.6 MB
1. Machine Learning - an Overview.srt	8.1 KB
1.1 ML.pdf	504.1 KB
10. In-Sample Backtesting and the Look-ahead-bias.mp4	21.2 MB
10. In-Sample Backtesting and the Look-ahead-bias.srt	4.7 KB
11. Out-Sample Forward Testing.mp4	31.9 MB
11. Out-Sample Forward Testing.srt	5.0 KB
2. Linear Regression with scikit-learn - a simple Introduction.mp4	50.6 MB
2. Linear Regression with scikit-learn - a simple Introduction.srt	9.4 KB
3. Making Predictions with Linear Regression.mp4	17.0 MB
3. Making Predictions with Linear Regression.srt	3.9 KB
4. Overfitting.mp4	40.3 MB
4. Overfitting.srt	7.5 KB
5. Underfitting.mp4	24.7 MB
5. Underfitting.srt	4.6 KB
6. Getting the Data.mp4	10.0 MB
6. Getting the Data.srt	1.9 KB
7. A simple Linear Model to predict Financial Returns (Part 1).mp4	18.7 MB
7. A simple Linear Model to predict Financial Returns (Part 1).srt	4.1 KB
8. A simple Linear Model to predict Financial Returns (Part 2).mp4	44.8 MB
8. A simple Linear Model to predict Financial Returns (Part 2).srt	7.6 KB
9. A Multiple Regression Model to predict Financial Returns.mp4	38.5 MB
9. A Multiple Regression Model to predict Financial Returns.srt	6.7 KB
GetFreeCourses.Co.url	0.1 KB
How you can help GetFreeCourses.Co.txt	0.2 KB
/19. Trading Strategies powered by Machine Learning - Classification/
1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).mp4	0.0 KB
1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).srt	0.0 KB
2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).mp4	0.0 KB
2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).srt	0.0 KB
3. Getting and Preparing the Data.mp4	17.9 MB
3. Getting and Preparing the Data.srt	3.6 KB
4. Predicting Market Direction with Logistic Regression.mp4	28.8 MB
4. Predicting Market Direction with Logistic Regression.srt	3.9 KB
5. In-Sample Backtesting and the Look-ahead-bias.mp4	14.9 MB
5. In-Sample Backtesting and the Look-ahead-bias.srt	2.9 KB
6. Out-Sample Forward Testing.mp4	21.1 MB
6. Out-Sample Forward Testing.srt	3.7 KB
7. Generalization with OOP A Classification Backtesting Class in action.mp4	0.0 KB
7. Generalization with OOP A Classification Backtesting Class in action.srt	0.0 KB
8. The Classification Backtesting Class explained (Part 1).mp4	57.1 MB
8. The Classification Backtesting Class explained (Part 1).srt	8.3 KB
9. The Classification Backtesting Class explained (Part 2).mp4	36.9 MB
9. The Classification Backtesting Class explained (Part 2).srt	5.0 KB
/2. +++ PART 1 Day Trading, Online Brokers and APIs +++/
1. Our very first Trade.mp4	14.6 MB
1. Our very first Trade.srt	2.2 KB
2. Long Term Investing vs. (Algorithmic) Day Trading.mp4	32.4 MB
2. Long Term Investing vs. (Algorithmic) Day Trading.srt	5.7 KB
2.1 Trading_vs_investing.pdf	542.5 KB
3. Spot Trading vs. Derivatives Trading (Part 1).mp4	60.6 MB
3. Spot Trading vs. Derivatives Trading (Part 1).srt	10.2 KB
3.1 Spot_vs_Futures.pdf	259.8 KB
4. Spot Trading vs. Derivatives Trading (Part 2).mp4	70.7 MB
4. Spot Trading vs. Derivatives Trading (Part 2).srt	10.4 KB
5. Overview & the Brokers OANDA and FXCM.mp4	31.7 MB
5. Overview & the Brokers OANDA and FXCM.srt	6.1 KB
5.1 Brokers.pdf	567.0 KB
/20. Advanced Backtesting Techniques/
1. Introduction to Iterative Backtesting (event-driven).mp4	31.6 MB
1. Introduction to Iterative Backtesting (event-driven).srt	5.1 KB
1.1 Event_Driven_BT.pdf	394.9 KB
10. Creating an Iterative Base Class (Part 7).mp4	52.9 MB
10. Creating an Iterative Base Class (Part 7).srt	7.7 KB
11. Creating an Iterative Base Class (Part 8).mp4	59.1 MB
11. Creating an Iterative Base Class (Part 8).srt	7.1 KB
12. Adding the Iterative Backtest Child Class for SMA (Part 1).mp4	55.7 MB
12. Adding the Iterative Backtest Child Class for SMA (Part 1).srt	6.7 KB
13. Adding the Iterative Backtest Child Class for SMA (Part 2).mp4	82.2 MB
13. Adding the Iterative Backtest Child Class for SMA (Part 2).srt	10.2 KB
14. Using Modules and adding Docstrings.mp4	40.8 MB
14. Using Modules and adding Docstrings.srt	5.7 KB
15. OOP Challenge Add Contrarian and Bollinger Strategies.mp4	69.0 MB
15. OOP Challenge Add Contrarian and Bollinger Strategies.srt	8.1 KB
2. A first Intuition on Iterative Backtesting (Part 1).mp4	36.5 MB
2. A first Intuition on Iterative Backtesting (Part 1).srt	6.9 KB
3. A first Intuition on Iterative Backtesting (Part 2).mp4	39.9 MB
3. A first Intuition on Iterative Backtesting (Part 2).srt	5.9 KB
4. Creating an Iterative Base Class (Part 1).mp4	28.5 MB
4. Creating an Iterative Base Class (Part 1).srt	5.3 KB
5. Creating an Iterative Base Class (Part 2).mp4	17.7 MB
5. Creating an Iterative Base Class (Part 2).srt	3.0 KB
6. Creating an Iterative Base Class (Part 3).mp4	15.9 MB
6. Creating an Iterative Base Class (Part 3).srt	2.8 KB
7. Creating an Iterative Base Class (Part 4).mp4	51.8 MB
7. Creating an Iterative Base Class (Part 4).srt	8.2 KB
8. Creating an Iterative Base Class (Part 5).mp4	41.3 MB
8. Creating an Iterative Base Class (Part 5).srt	6.3 KB
9. Creating an Iterative Base Class (Part 6).mp4	35.4 MB
9. Creating an Iterative Base Class (Part 6).srt	4.8 KB
/21. +++ PART 4 Real-time Implementation and Automation of Strategies +++/
1. Introduction and Overview.mp4	11.3 MB
1. Introduction and Overview.srt	2.2 KB
2. Downloads for Part 4.html	0.1 KB
2.1 Part4_Materials.zip	754.1 KB
/22. Implementation and Automation with OANDA (UPDATED!)/
1. Updating the Wrapper Package (Part 1).html	0.4 KB
10. Storing and resampling real-time tick data (Part 4).mp4	67.2 MB
10. Storing and resampling real-time tick data (Part 4).srt	9.0 KB
11. Storing and resampling real-time tick data (Part 5).mp4	32.4 MB
11. Storing and resampling real-time tick data (Part 5).srt	4.6 KB
12. Working with historical data and real-time tick data (Part 1).mp4	51.8 MB
12. Working with historical data and real-time tick data (Part 1).srt	9.5 KB
13. Working with historical data and real-time tick data (Part 2).mp4	51.4 MB
13. Working with historical data and real-time tick data (Part 2).srt	7.4 KB
14. Working with historical data and real-time tick data (Part 3).mp4	31.5 MB
14. Working with historical data and real-time tick data (Part 3).srt	4.2 KB
15. Defining a simple Contrarian Strategy.mp4	54.2 MB
15. Defining a simple Contrarian Strategy.srt	6.8 KB
16. Placing Orders and Executing Trades.mp4	60.3 MB
16. Placing Orders and Executing Trades.srt	6.8 KB
17. Trade Monitoring and Reporting.mp4	88.7 MB
17. Trade Monitoring and Reporting.srt	9.4 KB
18. Trading other Strategies - Coding Challenge.mp4	13.2 MB
18. Trading other Strategies - Coding Challenge.srt	2.1 KB
19. Implementing an SMA Crossover Strategy (Solution).mp4	38.8 MB
19. Implementing an SMA Crossover Strategy (Solution).srt	4.4 KB
2. Updating the Wrapper Package (Part 2).mp4	26.6 MB
2. Updating the Wrapper Package (Part 2).srt	3.3 KB
20. Implementing a Bollinger Bands Strategy (Solution).mp4	31.9 MB
20. Implementing a Bollinger Bands Strategy (Solution).srt	3.4 KB
21. Machine Learning Strategies (1) - Model Fitting.mp4	35.4 MB
21. Machine Learning Strategies (1) - Model Fitting.srt	6.6 KB
22. Machine Learning Strategies (2) - Implementation.mp4	64.6 MB
22. Machine Learning Strategies (2) - Implementation.srt	7.5 KB
23. Importing a Trader Module Class.mp4	20.1 MB
23. Importing a Trader Module Class.srt	2.9 KB
24. Excursus Printing all ticks in a Command PromptTerminal.html	0.5 KB
25. Running a Python Trader Script.mp4	61.6 MB
25. Running a Python Trader Script.srt	7.4 KB
3. Weekend and Bank Holiday Alert.html	0.4 KB
4. Historical Data, real-time Data and Orders (Recap).mp4	76.3 MB
4. Historical Data, real-time Data and Orders (Recap).srt	10.2 KB
5. Preview A Trader Class live in action.mp4	50.3 MB
5. Preview A Trader Class live in action.srt	5.9 KB
6. How to collect and store real-time tick data.mp4	42.4 MB
6. How to collect and store real-time tick data.srt	6.4 KB
7. Storing and resampling real-time tick data (Part 1).mp4	62.7 MB
7. Storing and resampling real-time tick data (Part 1).srt	8.8 KB
8. Storing and resampling real-time tick data (Part 2).mp4	48.2 MB
8. Storing and resampling real-time tick data (Part 2).srt	5.9 KB
9. Storing and resampling real-time tick data (Part 3).mp4	33.7 MB
9. Storing and resampling real-time tick data (Part 3).srt	5.4 KB
GetFreeCourses.Co.url	0.1 KB
How you can help GetFreeCourses.Co.txt	0.2 KB
/23. Implementation and Automation with FXCM (Updated!)/
1. Weekend and Bank Holiday Alert.html	0.4 KB
10. Working with historical data and real-time tick data (Part 1).mp4	36.2 MB
10. Working with historical data and real-time tick data (Part 1).srt	6.9 KB
11. Working with historical data and real-time tick data (Part 2).mp4	52.0 MB
11. Working with historical data and real-time tick data (Part 2).srt	6.4 KB
12. Working with historical data and real-time tick data (Part 3).mp4	31.4 MB
12. Working with historical data and real-time tick data (Part 3).srt	4.1 KB
13. Defining a Simple Contrarian Trading Strategy.mp4	44.3 MB
13. Defining a Simple Contrarian Trading Strategy.srt	5.6 KB
14. Placing Orders and Executing Trades.mp4	61.0 MB
14. Placing Orders and Executing Trades.srt	8.5 KB
15. Trade Monitoring and Reporting.mp4	58.9 MB
15. Trade Monitoring and Reporting.srt	6.9 KB
16. Trading other Strategies - Coding Challenge.mp4	14.8 MB
16. Trading other Strategies - Coding Challenge.srt	2.2 KB
17. SMA Crossover and Bollinger Bands (Solution).mp4	43.8 MB
17. SMA Crossover and Bollinger Bands (Solution).srt	5.0 KB
18. Machine Learning Strategies (1) - Model Fitting.mp4	35.5 MB
18. Machine Learning Strategies (1) - Model Fitting.srt	6.6 KB
19. Machine Learning Strategies (2) - Implementation.mp4	56.5 MB
19. Machine Learning Strategies (2) - Implementation.srt	6.3 KB
2. Historical Data, real-time Data and Orders (Recap).mp4	69.0 MB
2. Historical Data, real-time Data and Orders (Recap).srt	10.7 KB
20. Excursus Printing all ticks in a Command PromptTerminal.html	0.5 KB
21. Running a Python Script.mp4	50.0 MB
21. Running a Python Script.srt	7.1 KB
3. Troubleshooting FXCM Server Connection Issues.html	4.1 KB
4. Preview A Trader Class live in action.mp4	53.3 MB
4. Preview A Trader Class live in action.srt	6.4 KB
5. Collecting and storing real-time tick data.mp4	56.6 MB
5. Collecting and storing real-time tick data.srt	8.1 KB
6. Storing and resampling real-time tick data (Part 1).mp4	67.7 MB
6. Storing and resampling real-time tick data (Part 1).srt	9.3 KB
7. A Trader Class.mp4	41.4 MB
7. A Trader Class.srt	6.4 KB
8. Storing and resampling real-time tick data (Part 2).mp4	71.5 MB
8. Storing and resampling real-time tick data (Part 2).srt	9.4 KB
9. Storing and resampling real-time tick data (Part 3).mp4	26.5 MB
9. Storing and resampling real-time tick data (Part 3).srt	3.6 KB
/24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/
1. Introduction and Motivation.mp4	21.2 MB
1. Introduction and Motivation.srt	3.3 KB
1.1 cloud.pdf	375.2 KB
10. How to schedule Trading sessions with the Task Scheduler.mp4	41.1 MB
10. How to schedule Trading sessions with the Task Scheduler.srt	5.1 KB
11. How to stop Trading Sessions (OANDA).mp4	51.9 MB
11. How to stop Trading Sessions (OANDA).srt	7.3 KB
12. How to stop Trading Sessions (FXCM).mp4	48.1 MB
12. How to stop Trading Sessions (FXCM).srt	5.7 KB
2. Demonstration AWS EC2 for Algorithmic Trading live in action.mp4	0.0 KB
2. Demonstration AWS EC2 for Algorithmic Trading live in action.srt	0.0 KB
3. Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.mp4	0.0 KB
3. Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.srt	0.0 KB
4. How to create an EC2 Instance.mp4	75.3 MB
4. How to create an EC2 Instance.srt	9.2 KB
5. How to connect to your EC2 Instance.mp4	34.7 MB
5. How to connect to your EC2 Instance.srt	4.5 KB
6. Getting the Instance Ready for Algorithmic Trading.mp4	63.0 MB
6. Getting the Instance Ready for Algorithmic Trading.srt	6.8 KB
7. Weekend and Bank Holiday Alert.html	0.4 KB
8. How to run Python Scripts in a Windows Command Prompt.mp4	31.4 MB
8. How to run Python Scripts in a Windows Command Prompt.srt	3.9 KB
9. How to start Trading sessions with Batch (.bat) Files.mp4	33.2 MB
9. How to start Trading sessions with Batch (.bat) Files.srt	4.2 KB
/25. +++ PART 5 Expert Tips & Tricks, Case Studies and more +++/
1. Overview.mp4	10.7 MB
1. Overview.srt	2.3 KB
2. Downloads for PART 5.html	0.1 KB
2.1 Part5_Materials.zip	1.9 MB
/26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/
1. Introduction and Preparing the Data.mp4	38.6 MB
1. Introduction and Preparing the Data.srt	6.2 KB
2. The best time to trade (Part 1).mp4	20.0 MB
2. The best time to trade (Part 1).srt	3.8 KB
3. The best time to trade (Part 2).mp4	20.0 MB
3. The best time to trade (Part 2).srt	3.8 KB
4. Spreads during the busy hours.mp4	13.9 MB
4. Spreads during the busy hours.srt	2.1 KB
5. The Impact of Granularity.mp4	29.6 MB
5. The Impact of Granularity.srt	4.9 KB
6. Conclusions.mp4	18.9 MB
6. Conclusions.srt	2.5 KB
/27. Working with two or many Strategies (Combination)/
1. Introduction.mp4	12.0 MB
1. Introduction.srt	2.6 KB
2. Strategy 1 SMA.mp4	13.9 MB
2. Strategy 1 SMA.srt	2.8 KB
3. Strategy 2 Mean Reversion.mp4	15.3 MB
3. Strategy 2 Mean Reversion.srt	2.9 KB
4. Combining both Strategies - Alternative 1.mp4	39.3 MB
4. Combining both Strategies - Alternative 1.srt	6.6 KB
5. Taking into account busy Trading Hours.mp4	15.9 MB
5. Taking into account busy Trading Hours.srt	3.0 KB
6. Strategy Backtesting.mp4	11.4 MB
6. Strategy Backtesting.srt	2.0 KB
7. Combining both Strategies - Alternative 2.mp4	23.2 MB
7. Combining both Strategies - Alternative 2.srt	3.0 KB
8. Strategy Optimization.mp4	71.9 MB
8. Strategy Optimization.srt	10.3 KB
/28. A Machine Learning-powered Strategy A-Z (DNN)/
1. Project Overview.mp4	24.9 MB
1. Project Overview.srt	6.9 KB
1.1 DNN.pdf	441.4 KB
10. Prediction & Out-Sample Forward Testing.mp4	50.6 MB
10. Prediction & Out-Sample Forward Testing.srt	8.3 KB
11. Saving Model and Parameters.mp4	19.1 MB
11. Saving Model and Parameters.srt	3.1 KB
12. Important Notices.html	0.8 KB
13. Implementation (Oanda & FXCM).mp4	117.9 MB
13. Implementation (Oanda & FXCM).srt	13.8 KB
2. Installation of Tensorflow & Keras (Part 1).html	0.6 KB
3. Installation of Tensorflow & Keras (Part 2).mp4	52.2 MB
3. Installation of Tensorflow & Keras (Part 2).srt	7.7 KB
4. Getting and Preparing the Data.mp4	8.8 MB
4. Getting and Preparing the Data.srt	1.4 KB
5. Adding LabelsFeatures.mp4	39.6 MB
5. Adding LabelsFeatures.srt	7.2 KB
6. Adding lags.mp4	20.2 MB
6. Adding lags.srt	2.7 KB
7. Splitting into Train and Test Set.mp4	10.3 MB
7. Splitting into Train and Test Set.srt	2.4 KB
8. Feature ScalingEngineering.mp4	27.7 MB
8. Feature ScalingEngineering.srt	3.6 KB
9. Creating and Fitting the DNN Model.mp4	49.9 MB
9. Creating and Fitting the DNN Model.srt	8.8 KB
/29. Error Handling How to make your Trading Bot more stable and reliable/
1. Introduction.mp4	20.5 MB
1. Introduction.srt	6.3 KB
10. How to limit the number of retries.mp4	14.3 MB
10. How to limit the number of retries.srt	3.0 KB
11. Waiting periods between re-tries.mp4	27.1 MB
11. Waiting periods between re-tries.srt	5.1 KB
12. Implementation with Oanda V20 Connection Issues.mp4	37.9 MB
12. Implementation with Oanda V20 Connection Issues.srt	4.1 KB
13. Oanda Error Handling (Part 1).mp4	46.7 MB
13. Oanda Error Handling (Part 1).srt	7.1 KB
14. Oanda Error Handling (Part 2).mp4	67.3 MB
14. Oanda Error Handling (Part 2).srt	9.0 KB
15. Oanda Error Handling (Part 3).mp4	36.2 MB
15. Oanda Error Handling (Part 3).srt	4.3 KB
16. Implementation with FXCM APIServer Issues.mp4	21.8 MB
16. Implementation with FXCM APIServer Issues.srt	2.8 KB
17. FXCM Error Handling (Part 1).mp4	43.9 MB
17. FXCM Error Handling (Part 1).srt	5.6 KB
18. FXCM Error Handling (Part 2).mp4	40.0 MB
18. FXCM Error Handling (Part 2).srt	6.0 KB
2. Section Materials Notebooks.html	0.1 KB
3. Python Errors (Exceptions).mp4	7.2 MB
3. Python Errors (Exceptions).srt	2.0 KB
4. try and except.mp4	9.3 MB
4. try and except.srt	3.1 KB
5. Catching specific Errors.mp4	7.9 MB
5. Catching specific Errors.srt	1.9 KB
6. The Exception class.mp4	5.9 MB
6. The Exception class.srt	1.4 KB
7. try, except, else.mp4	26.4 MB
7. try, except, else.srt	3.8 KB
8. finally.mp4	21.1 MB
8. finally.srt	4.3 KB
9. Try again (...until it works).mp4	22.3 MB
9. Try again (...until it works).srt	5.4 KB
/3. Day Trading with OANDA A-Z a Deep Dive/
1. OANDA at a first glance.mp4	69.1 MB
1. OANDA at a first glance.srt	9.4 KB
10. Our third Trade A-Z - Going Short EURUSD.mp4	64.9 MB
10. Our third Trade A-Z - Going Short EURUSD.srt	8.1 KB
10.1 Short_EUR.xlsx	36.3 KB
11. Netting vs. Hedging.mp4	63.8 MB
11. Netting vs. Hedging.srt	7.7 KB
12. Market, Limit and Stop Orders.mp4	41.2 MB
12. Market, Limit and Stop Orders.srt	6.2 KB
13. Take-Profit and Stop-Loss Orders.mp4	25.6 MB
13. Take-Profit and Stop-Loss Orders.srt	4.0 KB
14. A more general Example.mp4	32.3 MB
14. A more general Example.srt	4.8 KB
15. Trading Challenge.html	0.6 KB
2. How to create an Account.mp4	50.6 MB
2. How to create an Account.srt	8.1 KB
3. FOREX Currency Exchange Rates explained.mp4	62.4 MB
3. FOREX Currency Exchange Rates explained.srt	10.0 KB
3.1 Currency.pdf	116.4 KB
4. Our second Trade - EURUSD FOREX Trading.mp4	45.0 MB
4. Our second Trade - EURUSD FOREX Trading.srt	4.9 KB
5. How to calculate Profit & Loss of a Trade.mp4	51.2 MB
5. How to calculate Profit & Loss of a Trade.srt	7.6 KB
5.1 Long_EUR.xlsx	41.0 KB
6. Trading Costs and Performance Attribution.mp4	72.9 MB
6. Trading Costs and Performance Attribution.srt	12.8 KB
6.1 spread.pdf	114.9 KB
7. Margin and Leverage.mp4	74.0 MB
7. Margin and Leverage.srt	8.4 KB
8. Margin Closeout and more.mp4	43.3 MB
8. Margin Closeout and more.srt	8.4 KB
9. Introduction to Charting.mp4	41.6 MB
9. Introduction to Charting.srt	5.9 KB
9.1 Candlestick.pdf	94.8 KB
/30. +++ APPENDIX Python Crash Course +++/
1. Overview.mp4	7.2 MB
1. Overview.srt	1.9 KB
/31. Appendix 1 Python (& Finance) Basics/
1. Section Downloads.html	0.1 KB
1.1 Appendix1_Materials.zip	19.4 KB
10. More on Variables and Memory.mp4	23.3 MB
10. More on Variables and Memory.srt	8.2 KB
11. Variables - Dos, Don´ts and Conventions.mp4	17.9 MB
11. Variables - Dos, Don´ts and Conventions.srt	4.9 KB
11.1 keywords.pdf	71.1 KB
12. The print() Function.mp4	18.3 MB
12. The print() Function.srt	5.3 KB
13. Coding Exercise 1.mp4	49.0 MB
13. Coding Exercise 1.srt	11.8 KB
14. TVM Problems with many Cashflows.mp4	11.0 MB
14. TVM Problems with many Cashflows.srt	4.6 KB
14.1 FV_many.pdf	190.4 KB
15. Intro to Python Lists.mp4	8.1 MB
15. Intro to Python Lists.srt	3.1 KB
16. Zero-based Indexing and negative Indexing in Python (Theory).mp4	7.8 MB
16. Zero-based Indexing and negative Indexing in Python (Theory).srt	3.5 KB
16.1 Indexing.pdf	125.8 KB
17. Indexing Lists.mp4	14.5 MB
17. Indexing Lists.srt	3.9 KB
18. For Loops - Iterating over Lists.mp4	31.4 MB
18. For Loops - Iterating over Lists.srt	10.0 KB
19. The range Object - another Iterable.mp4	17.9 MB
19. The range Object - another Iterable.srt	6.1 KB
2. Intro to the Time Value of Money (TVM) Concept (Theory).mp4	17.3 MB
2. Intro to the Time Value of Money (TVM) Concept (Theory).srt	7.7 KB
2.1 TVM.pdf	200.5 KB
20. Calculate FV and PV for many Cashflows.mp4	35.1 MB
20. Calculate FV and PV for many Cashflows.srt	9.3 KB
20.1 PV_FV_many.pdf	199.2 KB
21. The Net Present Value - NPV (Theory).mp4	34.9 MB
21. The Net Present Value - NPV (Theory).srt	10.0 KB
21.1 NPV.pdf	251.6 KB
22. Calculate an Investment Project´s NPV.mp4	15.0 MB
22. Calculate an Investment Project´s NPV.srt	3.7 KB
23. Coding Exercise 2.mp4	39.8 MB
23. Coding Exercise 2.srt	10.3 KB
24. Data Types in Action.mp4	25.5 MB
24. Data Types in Action.srt	7.7 KB
25. The Data Type Hierarchy (Theory).mp4	11.3 MB
25. The Data Type Hierarchy (Theory).srt	4.4 KB
25.1 Type_Hierarchy.pdf	166.3 KB
26. Excursus Dynamic Typing in Python.mp4	5.5 MB
26. Excursus Dynamic Typing in Python.srt	2.0 KB
27. Build-in Functions.mp4	26.6 MB
27. Build-in Functions.srt	7.9 KB
27.1 Built_in_func.pdf	94.8 KB
28. Integers.mp4	11.5 MB
28. Integers.srt	4.0 KB
29. Floats.mp4	25.5 MB
29. Floats.srt	7.0 KB
3. Calculate Future Values (FV) with Python Compounding.mp4	13.4 MB
3. Calculate Future Values (FV) with Python Compounding.srt	4.4 KB
30. How to round Floats (and Integers) with round().mp4	21.9 MB
30. How to round Floats (and Integers) with round().srt	6.7 KB
31. More on Lists.mp4	25.8 MB
31. More on Lists.srt	6.6 KB
32. Lists and Element-wise Operations.mp4	18.4 MB
32. Lists and Element-wise Operations.srt	5.5 KB
33. Slicing Lists.mp4	21.1 MB
33. Slicing Lists.srt	5.1 KB
34. Slicing Cheat Sheet.html	0.1 KB
34.1 Slicing_cheatsheet.pdf	107.8 KB
35. Changing Elements in Lists.mp4	10.6 MB
35. Changing Elements in Lists.srt	3.4 KB
36. Sorting and Reversing Lists.mp4	13.8 MB
36. Sorting and Reversing Lists.srt	4.6 KB
37. Adding and removing Elements fromto Lists.mp4	40.4 MB
37. Adding and removing Elements fromto Lists.srt	11.7 KB
38. Mutable vs. immutable Objects (Part 1).mp4	36.2 MB
38. Mutable vs. immutable Objects (Part 1).srt	10.6 KB
39. Mutable vs. immutable Objects (Part 2).mp4	22.9 MB
39. Mutable vs. immutable Objects (Part 2).srt	6.0 KB
39.1 Python_for_Finance_Mutability.pdf	170.7 KB
4. Calculate Present Values (FV) with Python Discounting.mp4	10.5 MB
4. Calculate Present Values (FV) with Python Discounting.srt	3.1 KB
40. Coding Exercise 3.mp4	56.4 MB
40. Coding Exercise 3.srt	13.5 KB
41. Tuples.mp4	31.2 MB
41. Tuples.srt	8.5 KB
42. Dictionaries.mp4	32.5 MB
42. Dictionaries.srt	8.1 KB
43. Intro to Strings.mp4	42.8 MB
43. Intro to Strings.srt	10.1 KB
44. String Replacement.mp4	18.2 MB
44. String Replacement.srt	5.0 KB
45. Booleans.mp4	9.3 MB
45. Booleans.srt	2.9 KB
46. Operators (Theory).mp4	12.3 MB
46. Operators (Theory).srt	5.4 KB
46.1 Operators.pdf	149.1 KB
47. Comparison, Logical and Membership Operators in Action.mp4	37.3 MB
47. Comparison, Logical and Membership Operators in Action.srt	9.7 KB
48. Coding Exercise 4.mp4	44.4 MB
48. Coding Exercise 4.srt	11.2 KB
49. Conditional Statements.mp4	40.5 MB
49. Conditional Statements.srt	10.8 KB
5. Interest Rates and Returns (Theory).mp4	14.9 MB
5. Interest Rates and Returns (Theory).srt	6.2 KB
5.1 Interest_Rates.pdf	202.6 KB
50. Keywords pass, continue and break.mp4	41.3 MB
50. Keywords pass, continue and break.srt	11.9 KB
51. Calculate a Project´s Payback Period.mp4	22.9 MB
51. Calculate a Project´s Payback Period.srt	5.7 KB
52. Introduction to while loops.mp4	37.4 MB
52. Introduction to while loops.srt	8.9 KB
53. Coding Exercise 5.html	0.2 KB
6. Calculate Interest Rates and Returns with Python.mp4	20.2 MB
6. Calculate Interest Rates and Returns with Python.srt	5.0 KB
7. Introduction to Variables.mp4	19.0 MB
7. Introduction to Variables.srt	6.5 KB
8. Excursus How to add inline comments.mp4	11.8 MB
8. Excursus How to add inline comments.srt	3.6 KB
9. Variables and Memory (Theory).mp4	5.7 MB
9. Variables and Memory (Theory).srt	2.5 KB
9.1 Variables.pdf	146.4 KB
/32. Appendix 2 User-defined Functions (required for OOP)/
1. Section Downloads.html	0.1 KB
1.1 Appendix2_Materials.zip	3.2 KB
10. Coding Exercise 6.html	0.2 KB
2. Defining your first user-defined Function.mp4	28.7 MB
2. Defining your first user-defined Function.srt	7.5 KB
3. What´s the difference between Positional Arguments vs. Keyword Arguments.mp4	38.1 MB
3. What´s the difference between Positional Arguments vs. Keyword Arguments.srt	7.7 KB
4. How to work with Default Arguments.mp4	29.9 MB
4. How to work with Default Arguments.srt	7.0 KB
5. The Default Argument None.mp4	28.1 MB
5. The Default Argument None.srt	7.6 KB
6. How to unpack Iterables.mp4	19.5 MB
6. How to unpack Iterables.srt	5.7 KB
7. Sequences as arguments and args.mp4	27.6 MB
7. Sequences as arguments and args.srt	6.5 KB
8. How to return many results.mp4	14.1 MB
8. How to return many results.srt	3.4 KB
9. Scope - easily explained.mp4	37.0 MB
9. Scope - easily explained.srt	10.2 KB
/33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/
1. Downloads for this Section.html	0.1 KB
1.1 Appendix3_Materials.zip	672.0 KB
10. Boolean Arrays and Conditional Filtering.mp4	19.0 MB
10. Boolean Arrays and Conditional Filtering.srt	5.8 KB
11. Advanced Filtering & Bitwise Operators.mp4	29.5 MB
11. Advanced Filtering & Bitwise Operators.srt	7.4 KB
12. Determining a Project´s Payback Period with np.where().mp4	23.6 MB
12. Determining a Project´s Payback Period with np.where().srt	6.0 KB
13. Creating Numpy Arrays from Scratch.mp4	39.7 MB
13. Creating Numpy Arrays from Scratch.srt	6.3 KB
14. Coding Exercise 7.html	0.2 KB
15. How to work with nested Lists.mp4	19.1 MB
15. How to work with nested Lists.srt	5.5 KB
16. 2-dimensional Numpy Arrays.mp4	16.9 MB
16. 2-dimensional Numpy Arrays.srt	4.7 KB
17. How to slice 2-dim Numpy Arrays (Part 1).mp4	30.3 MB
17. How to slice 2-dim Numpy Arrays (Part 1).srt	6.9 KB
18. How to slice 2-dim Numpy Arrays (Part 2).mp4	9.2 MB
18. How to slice 2-dim Numpy Arrays (Part 2).srt	2.5 KB
19. Recap Changing Elements in a Numpy Array slice.mp4	17.3 MB
19. Recap Changing Elements in a Numpy Array slice.srt	4.5 KB
2. Modules, Packages and Libraries - No need to reinvent the Wheel.mp4	33.6 MB
2. Modules, Packages and Libraries - No need to reinvent the Wheel.srt	9.2 KB
20. How to perform row-wise and column-wise Operations.mp4	23.6 MB
20. How to perform row-wise and column-wise Operations.srt	5.7 KB
21. Coding Exercise 8.html	0.2 KB
22. Intro to Tabular Data Pandas.mp4	19.0 MB
22. Intro to Tabular Data Pandas.srt	5.8 KB
23. Create your very first Pandas DataFrame (from csv).mp4	65.6 MB
23. Create your very first Pandas DataFrame (from csv).srt	10.6 KB
24. Pandas Display Options and the methods head() & tail().mp4	42.5 MB
24. Pandas Display Options and the methods head() & tail().srt	8.0 KB
25. First Data Inspection.mp4	58.7 MB
25. First Data Inspection.srt	14.8 KB
26. Coding Exercise 9.html	0.2 KB
27. Selecting Columns.mp4	27.9 MB
27. Selecting Columns.srt	6.7 KB
28. Selecting one Column with the dot notation.mp4	9.0 MB
28. Selecting one Column with the dot notation.srt	2.8 KB
29. Zero-based Indexing and Negative Indexing.mp4	10.7 MB
29. Zero-based Indexing and Negative Indexing.srt	4.1 KB
3. Numpy Arrays.mp4	37.4 MB
3. Numpy Arrays.srt	9.5 KB
30. Selecting Rows with iloc (position-based indexing).mp4	68.2 MB
30. Selecting Rows with iloc (position-based indexing).srt	11.8 KB
31. Slicing Rows and Columns with iloc (position-based indexing).mp4	25.5 MB
31. Slicing Rows and Columns with iloc (position-based indexing).srt	5.5 KB
32. Position-based Indexing Cheat Sheets.html	0.4 KB
32.1 pandas_iloc.pdf	73.7 KB
33. Selecting Rows with loc (label-based indexing).mp4	22.4 MB
33. Selecting Rows with loc (label-based indexing).srt	4.0 KB
34. Slicing Rows and Columns with loc (label-based indexing).mp4	81.3 MB
34. Slicing Rows and Columns with loc (label-based indexing).srt	11.9 KB
35. Label-based Indexing Cheat Sheets.html	0.7 KB
35.1 Pandas_loc.pdf	69.4 KB
36. Summary, Best Practices and Outlook.mp4	44.1 MB
36. Summary, Best Practices and Outlook.srt	7.9 KB
37. Coding Exercise 10.html	0.2 KB
38. First Steps with Pandas Series.mp4	19.9 MB
38. First Steps with Pandas Series.srt	5.1 KB
39. Analyzing Numerical Series with unique(), nunique() and value_counts().mp4	0.0 KB
39. Analyzing Numerical Series with unique(), nunique() and value_counts().srt	0.0 KB
4. Indexing and Slicing Numpy Arrays.mp4	14.3 MB
4. Indexing and Slicing Numpy Arrays.srt	3.3 KB
40. Analyzing non-numerical Series with unique(), nunique(), value_counts().mp4	0.0 KB
40. Analyzing non-numerical Series with unique(), nunique(), value_counts().srt	0.0 KB
41. The copy() method.mp4	21.8 MB
41. The copy() method.srt	5.4 KB
42. Sorting of Series and Introduction to the inplace - parameter.mp4	35.0 MB
42. Sorting of Series and Introduction to the inplace - parameter.srt	11.3 KB
43. First Steps with Pandas Index Objects.mp4	38.9 MB
43. First Steps with Pandas Index Objects.srt	7.0 KB
44. Changing Row Index with set_index() and reset_index().mp4	66.1 MB
44. Changing Row Index with set_index() and reset_index().srt	12.1 KB
45. Changing Column Labels.mp4	18.8 MB
45. Changing Column Labels.srt	4.1 KB
46. Renaming Index & Column Labels with rename().mp4	29.3 MB
46. Renaming Index & Column Labels with rename().srt	4.8 KB
47. Filtering DataFrames (one Condition).mp4	47.0 MB
47. Filtering DataFrames (one Condition).srt	13.1 KB
48. Filtering DataFrames by many Conditions (AND).mp4	22.3 MB
48. Filtering DataFrames by many Conditions (AND).srt	5.5 KB
49. Filtering DataFrames by many Conditions (OR).mp4	27.0 MB
49. Filtering DataFrames by many Conditions (OR).srt	5.8 KB
5. Vectorized Operations with Numpy Arrays.mp4	19.6 MB
5. Vectorized Operations with Numpy Arrays.srt	4.7 KB
50. Advanced Filtering with between(), isin() and ~.mp4	57.1 MB
50. Advanced Filtering with between(), isin() and ~.srt	9.2 KB
51. Intro to NA Values missing Values.mp4	40.0 MB
51. Intro to NA Values missing Values.srt	11.3 KB
52. Handling NA Values missing Values.mp4	59.0 MB
52. Handling NA Values missing Values.srt	13.3 KB
53. Exporting DataFrames to csv.mp4	11.1 MB
53. Exporting DataFrames to csv.srt	2.7 KB
54. Summary Statistics and Accumulations.mp4	49.2 MB
54. Summary Statistics and Accumulations.srt	12.0 KB
55. Visualization with Matplotlib (Intro).mp4	62.0 MB
55. Visualization with Matplotlib (Intro).srt	11.0 KB
56. Customization of Plots.mp4	88.2 MB
56. Customization of Plots.srt	14.8 KB
57. Histogramms (Part 1).mp4	21.5 MB
57. Histogramms (Part 1).srt	5.5 KB
58. Histogramms (Part 2).mp4	30.3 MB
58. Histogramms (Part 2).srt	8.2 KB
59. Scatterplots.mp4	30.9 MB
59. Scatterplots.srt	8.5 KB
6. Changing Elements in Numpy Arrays & Mutability.mp4	25.7 MB
6. Changing Elements in Numpy Arrays & Mutability.srt	6.8 KB
6.1 Mutability_arrays.pdf	124.7 KB
60. First Steps with Seaborn.mp4	19.1 MB
60. First Steps with Seaborn.srt	7.1 KB
61. Categorical Seaborn Plots.mp4	74.2 MB
61. Categorical Seaborn Plots.srt	17.2 KB
62. Seaborn Regression Plots.mp4	69.8 MB
62. Seaborn Regression Plots.srt	14.6 KB
63. Seaborn Heatmaps.mp4	37.4 MB
63. Seaborn Heatmaps.srt	10.6 KB
64. Removing Columns.mp4	31.1 MB
64. Removing Columns.srt	6.3 KB
65. Introduction to GroupBy Operations.mp4	8.5 MB
65. Introduction to GroupBy Operations.srt	2.8 KB
66. Understanding the GroupBy Object.mp4	41.3 MB
66. Understanding the GroupBy Object.srt	10.3 KB
67. Splitting with many Keys.mp4	44.3 MB
67. Splitting with many Keys.srt	8.5 KB
68. split-apply-combine.mp4	42.0 MB
68. split-apply-combine.srt	12.5 KB
7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4	20.2 MB
7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.srt	5.9 KB
7.1 Slicing_arrays.pdf	125.5 KB
8. Numpy Array Methods and Attributes.mp4	23.0 MB
8. Numpy Array Methods and Attributes.srt	6.4 KB
9. Numpy Universal Functions.mp4	18.6 MB
9. Numpy Universal Functions.srt	4.9 KB
/34. What´s next (outlook and additional resources)/
1. Bonus Lecture.html	12.3 KB
/4. FOREX Day Trading with FXCM/
1. FXCM at a first glance.mp4	70.8 MB
1. FXCM at a first glance.srt	7.3 KB
2. How to create an Account.mp4	56.5 MB
2. How to create an Account.srt	7.6 KB
3. Example Trade Buying EURUSD.mp4	25.6 MB
3. Example Trade Buying EURUSD.srt	3.5 KB
4. Trade Analysis.mp4	19.7 MB
4. Trade Analysis.srt	4.1 KB
4.1 Long_EUR_fxcm.xlsx	27.0 KB
5. Charting.mp4	14.4 MB
5. Charting.srt	1.5 KB
6. Closing Positions vs. Hedging Positions.mp4	19.4 MB
6. Closing Positions vs. Hedging Positions.srt	2.6 KB
7. Order Types at a glance.mp4	28.9 MB
7. Order Types at a glance.srt	4.1 KB
8. Trading Challenge.html	0.5 KB
/5. Installing Python and Jupyter Notebooks/
1. Introduction.mp4	9.3 MB
1. Introduction.srt	2.1 KB
2. Download and Install Anaconda.mp4	63.8 MB
2. Download and Install Anaconda.srt	9.3 KB
3. How to open Jupyter Notebooks.mp4	53.4 MB
3. How to open Jupyter Notebooks.srt	11.4 KB
4. How to work with Jupyter Notebooks.mp4	56.1 MB
4. How to work with Jupyter Notebooks.srt	18.0 KB
5. Tips for Python Beginners.mp4	6.5 MB
5. Tips for Python Beginners.srt	1.5 KB
/6. Excursus How to avoid and debug Coding Errors (don´t skip!)/
1. Introduction.mp4	18.0 MB
1. Introduction.srt	3.8 KB
10. Getting help on StackOverflow.com.mp4	41.4 MB
10. Getting help on StackOverflow.com.srt	7.6 KB
11. How to traceback more complex Errors.mp4	101.5 MB
11. How to traceback more complex Errors.srt	11.8 KB
12. Problems with the Python Installation.mp4	35.7 MB
12. Problems with the Python Installation.srt	7.6 KB
13. External Factors and Issues.mp4	18.3 MB
13. External Factors and Issues.srt	5.3 KB
14. Errors related to the course content (Transcription Errors).mp4	17.2 MB
14. Errors related to the course content (Transcription Errors).srt	5.2 KB
15. Summary and Debugging Flow-Chart.mp4	27.6 MB
15. Summary and Debugging Flow-Chart.srt	8.9 KB
2. Test your debugging skills!.mp4	61.4 MB
2. Test your debugging skills!.srt	11.9 KB
3. Major reasons for Coding Errors.mp4	5.7 MB
3. Major reasons for Coding Errors.srt	1.5 KB
4. The most commonly made Errors at a glance.mp4	37.2 MB
4. The most commonly made Errors at a glance.srt	6.9 KB
5. Omitting cells, changing the sequence and more.mp4	52.4 MB
5. Omitting cells, changing the sequence and more.srt	8.3 KB
6. IndexErrors.mp4	32.6 MB
6. IndexErrors.srt	5.4 KB
7. Indentation Errors.mp4	12.8 MB
7. Indentation Errors.srt	4.3 KB
8. Misuse of function names and keywords.mp4	13.0 MB
8. Misuse of function names and keywords.srt	3.2 KB
9. TypeErrors and ValueErrors.mp4	17.6 MB
9. TypeErrors and ValueErrors.srt	4.4 KB
GetFreeCourses.Co.url	0.1 KB
How you can help GetFreeCourses.Co.txt	0.2 KB
/7. Trading with Python and OANDAFXCM - an Introduction/
1. How to maximize your learning experience.html	0.2 KB
10. OANDA How to place Orders and execute Trades.mp4	89.6 MB
10. OANDA How to place Orders and execute Trades.srt	10.7 KB
11. Trading Challenge.html	0.4 KB
12. FXCM Commands to install required packages.html	0.6 KB
13. FXCM How to install the FXCM API Wrapper.mp4	34.1 MB
13. FXCM How to install the FXCM API Wrapper.srt	3.6 KB
14. FXCM Getting the Access Token & other Preparations.mp4	22.1 MB
14. FXCM Getting the Access Token & other Preparations.srt	3.4 KB
14.1 FXCM_firststeps.zip	1.5 KB
15. FXCM Connecting to the APIServer.mp4	44.9 MB
15. FXCM Connecting to the APIServer.srt	8.3 KB
16. Troubleshooting FXCM Server Connection Issues.html	4.1 KB
17. FXCM How to load Historical Price Data (Part 1).mp4	54.3 MB
17. FXCM How to load Historical Price Data (Part 1).srt	7.0 KB
18. FXCM How to load Historical Price Data (Part 2).mp4	45.4 MB
18. FXCM How to load Historical Price Data (Part 2).srt	5.4 KB
19. FXCM Streaming high-frequency real-time Data.mp4	50.0 MB
19. FXCM Streaming high-frequency real-time Data.srt	7.4 KB
2. Overview.mp4	4.7 MB
2. Overview.srt	1.4 KB
20. FXCM How to place Orders and execute Trades.mp4	48.2 MB
20. FXCM How to place Orders and execute Trades.srt	8.0 KB
21. Trading Challenge.html	0.4 KB
3. OANDA Commands to install required packages.html	0.4 KB
4. OANDA How to install the OANDA API Wrapper.mp4	29.8 MB
4. OANDA How to install the OANDA API Wrapper.srt	3.7 KB
5. OANDA Getting the API Key & other Preparations.mp4	33.0 MB
5. OANDA Getting the API Key & other Preparations.srt	5.9 KB
5.1 Oanda_firststeps.zip	1.3 KB
6. OANDA Connecting to the APIServer.mp4	50.7 MB
6. OANDA Connecting to the APIServer.srt	8.4 KB
7. OANDA How to load Historical Price Data (Part 1).mp4	60.1 MB
7. OANDA How to load Historical Price Data (Part 1).srt	8.5 KB
8. OANDA How to load Historical Price Data (Part 2).mp4	35.1 MB
8. OANDA How to load Historical Price Data (Part 2).srt	4.1 KB
9. OANDA Streaming high-frequency real-time Data.mp4	27.1 MB
9. OANDA Streaming high-frequency real-time Data.srt	4.1 KB
/8. Conclusion and Outlook/
1. Conclusion and Outlook.mp4	4.1 MB
1. Conclusion and Outlook.srt	0.9 KB
/9. +++ PART 2 Pandas for Financial Data Analysis and Introduction to OOP +++/
1. Introduction and Downloads Part 2.mp4	18.8 MB
1. Introduction and Downloads Part 2.srt	3.4 KB
1.1 Part2_Materials.zip	1.9 MB
/
Download Paid Udemy Courses For Free.url	0.1 KB
GetFreeCourses.Co.url	0.1 KB
How you can help GetFreeCourses.Co.txt	0.2 KB
Total files 872