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~Get Your Files Here !/05 - Swing trading portfolio/003 A quick example with NASDAQ stocks.mp4 63.8 MB
~Get Your Files Here !/07 - Optional A quick review of the code/001 Understanding the python code.mp4 60.8 MB
~Get Your Files Here !/05 - Swing trading portfolio/002 Running the code & understanding the output.mp4 58.5 MB
~Get Your Files Here !/03 - Installing Python and libraries/001 Installing Python.mp4 44.1 MB
~Get Your Files Here !/06 - Investment portfolio rebalancing/002 Running the code & understanding the output.mp4 35.4 MB
~Get Your Files Here !/05 - Swing trading portfolio/001 Defining inputs in the Excel file.mp4 34.5 MB
~Get Your Files Here !/06 - Investment portfolio rebalancing/001 Defining inputs in the Excel file.mp4 25.3 MB
~Get Your Files Here !/04 - Defining your universe of stocks/001 Define your universe of stocks.mp4 20.0 MB
~Get Your Files Here !/04 - Defining your universe of stocks/002 Formatting the tickers.mp4 18.1 MB
~Get Your Files Here !/01 - Welcome to the course/001 Introduction and course structure.mp4 18.1 MB
~Get Your Files Here !/06 - Investment portfolio rebalancing/003 A quick example with NASDAQ stocks.mp4 16.5 MB
~Get Your Files Here !/02 - Before we start/001 Before we start.mp4 14.7 MB
~Get Your Files Here !/03 - Installing Python and libraries/002 Installing library packages.mp4 10.8 MB
~Get Your Files Here !/08 - The End and footnotes/001 Final notes & share your results!.mp4 7.1 MB
~Get Your Files Here !/01 - Welcome to the course/002 About myself.mp4 3.2 MB
~Get Your Files Here !/06 - Investment portfolio rebalancing/003 rebalance-monthly-nasdaq.xlsx 291.7 kB
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~Get Your Files Here !/06 - Investment portfolio rebalancing/001 rebalance-monthly.xlsx 9.7 kB
~Get Your Files Here !/06 - Investment portfolio rebalancing/001 rebalance-weekly.xlsx 9.7 kB
~Get Your Files Here !/05 - Swing trading portfolio/001 swing-monthly.xlsx 9.6 kB
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8. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 195.5 MB
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5. Bayesian AB Testing/12. UCB1 Theory.mp4 58.5 MB
2. The High-Level Picture/2. What is Bayesian Machine Learning.mp4 57.3 MB
3. Bayes Rule and Probability Review/11. Probability Review in Code.mp4 57.0 MB
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5. Bayesian AB Testing/24. (Optional) Alternative Bandit Designs.mp4 54.5 MB
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5. Bayesian AB Testing/2. Applications of the Explore-Exploit Dilemma.mp4 49.3 MB
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02 Project 1--__Predict the sentiments of Amazon Customer/009 Automate your NLP model & Machine Learning Model.mp4 112.3 MB
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02 Project 1--__Predict the sentiments of Amazon Customer/005 Intuition behind Bag of Words.mp4 65.6 MB
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02 - Memory organization - Python Parallel Programming Solutions.mp4 42.2 MB
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13 - Thread synchronization with lock - Python Parallel Programming Solutions.mp4 32.5 MB
39 - Using the concurrent.futures Python modules - Python Parallel Programming Solutions.mp4 32.2 MB
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60 - Using GPU-accelerated libraries with NumbaPro - Python Parallel Programming Solutions.mp4 31.3 MB
48 - Remote method invocation with Pyro4 - Python Parallel Programming Solutions.mp4 30.6 MB
62 - Building a PyOpenCL application - Python Parallel Programming Solutions.mp4 30.0 MB
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59 - Gpu programming with NumbaPro - Python Parallel Programming Solutions.mp4 28.9 MB
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6. Gradient Descent/1. Value Import.mp4 61.7 MB
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5. Probability/6. Example on Hypothesis Testing.mp4 51.7 MB
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6. Gradient Descent/8. Learnig Box Plots.mp4 41.8 MB
3. Advanced Python/4. Creating Bar Charts.mp4 40.8 MB
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3. Advanced Python/6. Understanding Scattered Plots.mp4 36.8 MB
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5. Transformer - Application/14. Training.mp4 182.1 MB
5. Transformer - Application/13. Transformer.mp4 154.7 MB
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5. Transformer - Application/12. Decoder.mp4 120.8 MB
5. Transformer - Application/11. Encoder.mp4 115.9 MB
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5. Transformer - Application/15. Evaluation.mp4 73.4 MB
5. Transformer - Application/8. Positional encoding.mp4 63.4 MB
2. CNN for NLP - Intuition/3. Image to text.mp4 58.3 MB
4. Transformer - Intuition/3. General understanding.mp4 58.0 MB
2. CNN for NLP - Intuition/2. Basic CNN.mp4 56.8 MB
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3. CNN for NLP - Application (sentimental analysis)/4. Cleaning.mp4 44.5 MB
4. Transformer - Intuition/6. Last details.mp4 42.6 MB
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6. FINDING MY DREAM CAR/5. 4-05 Application of the Methodology (and the Results!).mp4 355.3 MB
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6. FINDING MY DREAM CAR/4. 4-04 Creation of the Carpools II.mp4 150.6 MB
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7. eCommerce 2/77. Add On Advanced Filter for Product List.mp4 233.0 MB
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10. Working with Dates and Times in Datasets/15. Timeseries Offsets.mp4 78.2 MB
10. Working with Dates and Times in Datasets/12. Selecting Rows from a DataFrame with a DateTimeIndex.mp4 77.9 MB
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3. DataFrames I Introduction/2. Shared Methods and Attributes between Series and DataFrames.mp4 70.8 MB
5. DataFrames III Data Extraction/3. Retrieve Rows by Index Label with loc Accessor.mp4 64.1 MB
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5. DataFrames III Data Extraction/8. Rename Index Labels or Columns in a DataFrame.mp4 60.9 MB
10. Working with Dates and Times in Datasets/13. Timestamp Object Attributes and Methods.mp4 56.8 MB
3. DataFrames I Introduction/1. Intro to DataFrames I Module.mp4 52.2 MB
11. Input and Output in pandas/6. Import Excel File into pandas with the read_excel Method.mp4 51.6 MB
1. Installation and Setup/12. Windows - Unpack Course Materials + The Startdown and Shutdown Process.mp4 49.7 MB
7. MultiIndex/6. Extract Rows from a MultiIndex DataFrame.mp4 49.3 MB
11. Input and Output in pandas/7. Export Excel File with the to_excel Method.mp4 49.3 MB
2. Series/19. Extract Series Values by Index Label.mp4 48.5 MB
5. DataFrames III Data Extraction/5. Passing second arguments to the loc and iloc Accessors.mp4 48.1 MB
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~Get Your Files Here !/01 - The SOLID Design Principles/003 Open-Closed Principle.mp4 143.0 MB
~Get Your Files Here !/14 - Command/003 Composite Command.mp4 130.5 MB
~Get Your Files Here !/05 - Singleton/006 Singleton Testability.mp4 92.3 MB
~Get Your Files Here !/03 - Factories/004 Abstract Factory.mp4 81.3 MB
~Get Your Files Here !/08 - Composite/003 Neural Networks.mp4 78.8 MB
~Get Your Files Here !/21 - Strategy/002 Strategy.mp4 77.3 MB
~Get Your Files Here !/04 - Prototype/002 Prototype.mp4 73.0 MB
~Get Your Files Here !/14 - Command/002 Command.mp4 72.5 MB
~Get Your Files Here !/02 - Builder/004 Builder Facets.mp4 61.2 MB
~Get Your Files Here !/13 - Chain of Responsibility/002 Method Chain.mp4 59.4 MB
~Get Your Files Here !/01 - The SOLID Design Principles/006 Dependency Inversion Principle.mp4 58.2 MB
~Get Your Files Here !/02 - Builder/003 Builder.mp4 55.7 MB
~Get Your Files Here !/13 - Chain of Responsibility/004 Broker Chain.mp4 54.6 MB
~Get Your Files Here !/24 - Summary and Extras/001 Course Summary.mp4 48.9 MB
~Get Your Files Here !/23 - Visitor/004 Classic Visitor.mp4 46.1 MB
~Get Your Files Here !/22 - Template Method/002 Template Method.mp4 44.2 MB
~Get Your Files Here !/20 - State/003 Handmade State Machine.mp4 41.8 MB
~Get Your Files Here !/23 - Visitor/003 Reflective Visitor.mp4 40.9 MB
~Get Your Files Here !/07 - Bridge/002 Bridge.mp4 40.5 MB
~Get Your Files Here !/19 - Observer/004 Property Dependencies.mp4 39.8 MB
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1. Installation and Setup/6. Mac OS - Update Anaconda Libraries.mp4 37.0 MB
1. Installation and Setup/1. Introduction to the Course.mp4 35.7 MB
10. Working with Dates and Times/16. More Fun with pd.DateOffset Objects.mp4 33.5 MB
4. DataFrames II/2. Filter a DataFrame Based on A Condition.mp4 28.7 MB
9. Merging, Joining, and Concatenating/7. Outer Joins.mp4 27.2 MB
5. DataFrames III/3. Retrieve Rows by Index Label with .loc[].mp4 27.1 MB
10. Working with Dates and Times/15. pd.DateOffset Objects.mp4 26.8 MB
10. Working with Dates and Times/11. Import Financial Data Set with pandas_datareader Library.mp4 26.7 MB
4. DataFrames II/1. This Module's Dataset + Memory Optimization.mp4 25.6 MB
3. DataFrames I/11. The .astype() Method.mp4 25.0 MB
8. GroupBy/2. First Operations with groupby Object.mp4 24.2 MB
10. Working with Dates and Times/5. The pd.to_datetime() Method.mp4 24.0 MB
9. Merging, Joining, and Concatenating/10. Merging by Indexes with the left_index and right_index Parameters.mp4 23.8 MB
7. MultiIndex/14. The .pivot_table() Method.mp4 23.2 MB
1. Installation and Setup/7. Mac OS - Unpack Course Materials + The Startdown and Shutdown Process.mp4 23.2 MB
8. GroupBy/7. Iterating through Groups.mp4 22.4 MB
2. Series/7. Import Series with the .read_csv() Method.mp4 22.2 MB
7. MultiIndex/2. Create a MultiIndex with the set_index() Method.mp4 22.1 MB
9. Merging, Joining, and Concatenating/8. Left Joins.mp4 22.0 MB
5. DataFrames III/8. Set Multiple Values in DataFrame.mp4 21.6 MB
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Monty Python - Jabberwocky (1977).avi 733.8 MB
Monty Python - Life of Brian (1979).avi 733.0 MB
Life.Of.Brian.1979.DVDRip.XviD-CULTXVID.srt 90.6 kB
Monty.Python.Meaning.Of.Life.1983.DVDRip.XviD-DDX.srt 83.7 kB
Monty Python - And Now For Something Completely Different.heb.srt 79.1 kB
Monty Python and the Holy Grail.heb.srt 74.2 kB
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~Get Your Files Here !/4. Analyzing Data/4.2 particle_tracking.mp4 173.0 MB
~Get Your Files Here !/4. Analyzing Data/6. Parameter Estimation - Pt. 2.mp4 120.1 MB
~Get Your Files Here !/4. Analyzing Data/8. Parameter Estimation - Pt. 4.mp4 97.8 MB
~Get Your Files Here !/3. Building Simulations/15. Satellite Orbit - Pt. 4.mp4 85.2 MB
~Get Your Files Here !/3. Building Simulations/8. Monte Carlo Integration - Pt. 4.mp4 84.3 MB
~Get Your Files Here !/4. Analyzing Data/14. Statistics - Pt. 4.mp4 81.1 MB
~Get Your Files Here !/3. Building Simulations/9. Harmonic Oscillator - Pt. 1.mp4 79.8 MB
~Get Your Files Here !/3. Building Simulations/19. Brownian Motion - Pt. 4.mp4 77.5 MB
~Get Your Files Here !/4. Analyzing Data/13. Statistics - Pt. 3.mp4 76.3 MB
~Get Your Files Here !/4. Analyzing Data/16. Statistics - Pt. 6.mp4 75.1 MB
~Get Your Files Here !/4. Analyzing Data/3. Particle Tracking - Pt. 3.mp4 74.7 MB
~Get Your Files Here !/3. Building Simulations/13. Satellite Orbit - Pt. 2.mp4 69.1 MB
~Get Your Files Here !/4. Analyzing Data/9. Parameter Estimation - Pt. 5.mp4 68.7 MB
~Get Your Files Here !/2. Introduction/4. Coding With JupyterLab.mp4 66.5 MB
~Get Your Files Here !/5. High-Quality Figures/11. Figure Export & Post-Processing - Pt. 3.mp4 66.3 MB
~Get Your Files Here !/4. Analyzing Data/1.1 brownian_motion.mp4 66.2 MB
~Get Your Files Here !/3. Building Simulations/4. Monte Carlo Method - Pt. 4.mp4 64.5 MB
~Get Your Files Here !/4. Analyzing Data/11. Statistics - Pt. 1.mp4 64.4 MB
~Get Your Files Here !/5. High-Quality Figures/8. Creating Custom Styles - Pt. 4.mp4 61.9 MB
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15. Encoding and Decoding with Python/1. Encoding and Decoding Base64 using python script.mp4 117.5 MB
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14. Password Hacking with python/1. Generate Random Passwords.mp4 58.4 MB
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10. Functions/2. Method Overridding and Method Overloading.mp4 56.6 MB
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14. Password Hacking with python/6. ftpbruteforce.mp4 53.9 MB
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