UDEMY PYTHON FOR FINANCIAL ANALYSIS AND ALGORITHMIC TRADING BOOKWARE-TUTOR

          Python for Financial Analysis and Algorithmic Trading (c) UDEMY 
                     2020-06-15                   
             .: I N F O :.             
      What you'll learn...
          Use NumPy to quickly work with Numerical Data
	  Use Pandas for Analyze and Visualize Data
	  Use Matplotlib to create custom plots
	  Learn how to use statsmodels for Time Series Analysis
	  Calculate Financial Statistics, such as Daily Returns, Cumulative Returns, Volatility, etc..
	  Use Exponentially Weighted Moving Averages
	  Use ARIMA models on Time Series Data
	  Calculate the Sharpe Ratio
	  Optimize Portfolio Allocations
	  Understand the Capital Asset Pricing Model
	  Learn about the Efficient Market Hypothesis
	  Conduct algorithmic Trading on Quantopian
             .: M E T A :.             
     Type .... : Video Training
     Genre ... : Bookware
     Disks ... : 53
     URL ..... : https://www.udemy.com/course/python-for-finance-and-trading-algorithms/
     Duration..: 16h 54m 56s
          .: I N S T A L L :.          
        A) Unpack this release using your favorite RAR unpacker.       
       B) Load up the tutorial, and expand your knowledge            
        C) Sit back, and enjoy!                                        
            .: J O I N :.            
                       FIND US, HELP US, JOIN US!                  
       I                              
                I                        I         
                            QUALITY BOOKWARE!         

18M	1. Course Introduction
8.6M	1. Course Introduction/1. Introduction to Course.mp4
8.7M	1. Course Introduction/2. Course Overview Lecture (DON'T SKIP THIS!).mp4
4.0K	1. Course Introduction/3. Did you skip the last lecture Please go back and view it!.html
4.0K	1. Course Introduction/4. Course FAQ.html
257M	10. Time Series Analysis
4.3M	10. Time Series Analysis/1. Welcome to Time Series Analysis.mp4
12M	10. Time Series Analysis/10. ACF and PACF.mp4
26M	10. Time Series Analysis/11. ARIMA with Statsmodels.mp4
4.0K	10. Time Series Analysis/11.1 Rules for getting p,d,q.html
4.0K	10. Time Series Analysis/12. Quick Note on Second Milk Difference!.html
33M	10. Time Series Analysis/13. ARIMA Code Part Two.mp4
16M	10. Time Series Analysis/14. ARIMA Code Part Three.mp4
36M	10. Time Series Analysis/15. ARIMA Code Part Four.mp4
4.0K	10. Time Series Analysis/16. Discussion on choosing PDQ.html
5.4M	10. Time Series Analysis/2. Introduction to Time Series.mp4
4.0K	10. Time Series Analysis/2.1 Time Series Analysis Slides.html
6.9M	10. Time Series Analysis/3. Time Series Basics.mp4
40M	10. Time Series Analysis/4. Introduction to Statsmodels.mp4
4.0K	10. Time Series Analysis/4.1 Statsmodels Docs.html
7.8M	10. Time Series Analysis/5. ETS Theory.mp4
5.3M	10. Time Series Analysis/6. EWMA Theory.mp4
4.0K	10. Time Series Analysis/6.1 EWMA on Investopedia.html
36M	10. Time Series Analysis/7. EWMA Code Along.mp4
15M	10. Time Series Analysis/8. ETS Code Along.mp4
18M	10. Time Series Analysis/9. ARIMA Theory.mp4
4.0K	10. Time Series Analysis/9.1 Really great link describing ARIMA ACF and PACF plots.html
270M	11. Python Finance Fundamentals
4.4M	11. Python Finance Fundamentals/1. Welcome to Finance Fundamentals.mp4
2.1M	11. Python Finance Fundamentals/10. Key Financial Topics.mp4
12M	11. Python Finance Fundamentals/11. Types of Funds.mp4
4.0K	11. Python Finance Fundamentals/11.1 Mutual Fund.html
4.0K	11. Python Finance Fundamentals/11.2 Hedge Funds.html
4.0K	11. Python Finance Fundamentals/11.3 ETFs.html
26M	11. Python Finance Fundamentals/12. Order Books.mp4
4.0K	11. Python Finance Fundamentals/12.1 Talk about HFT by Brad Katsuyama.html
4.0K	11. Python Finance Fundamentals/12.2 Order Books.html
4.8M	11. Python Finance Fundamentals/13. Short Selling.mp4
4.0K	11. Python Finance Fundamentals/13.1 Short Selling.html
9.9M	11. Python Finance Fundamentals/14. CAPM - Capital Asset Pricing Model.mp4
4.0K	11. Python Finance Fundamentals/14.1 CAPM.html
28M	11. Python Finance Fundamentals/15. CAPM Code Along.mp4
144K	11. Python Finance Fundamentals/15.1 SPY.csv
6.3M	11. Python Finance Fundamentals/16. Stock Splits and Dividends.mp4
4.0K	11. Python Finance Fundamentals/16.1 Splits and Dividends.html
3.9M	11. Python Finance Fundamentals/17. EMH.mp4
4.0K	11. Python Finance Fundamentals/17.1 EMH.html
1.7M	11. Python Finance Fundamentals/2. Introduction to Python Finance Fundamentals.mp4
4.0K	11. Python Finance Fundamentals/2.1 Python Finance Fundamentals Slides.html
14M	11. Python Finance Fundamentals/3. Sharpe Ratio Slides.mp4
4.0K	11. Python Finance Fundamentals/3.1 Investopedia Sharpe Ratio.html
40M	11. Python Finance Fundamentals/4. Portfolio Allocation Code Along Part One.mp4
15M	11. Python Finance Fundamentals/5. Portfolio Allocation Code Along Part Two.mp4
9.6M	11. Python Finance Fundamentals/6. Portfolio Optimization.mp4
32M	11. Python Finance Fundamentals/7. Portfolio Optimization Code Along One.mp4
18M	11. Python Finance Fundamentals/8. Portfolio Optimization Code Along Two.mp4
47M	11. Python Finance Fundamentals/9. Portfolio Optimization Code Along Three.mp4
333M	12. Basics of Algorithmic Trading with Quantopian
3.1M	12. Basics of Algorithmic Trading with Quantopian/1. Welcome to the Quantopian Section.mp4
27M	12. Basics of Algorithmic Trading with Quantopian/10. Trading Algorithm Exercise Solutions Part One.mp4
4.9M	12. Basics of Algorithmic Trading with Quantopian/11. Trading Algorithm Exercise Solutions Part Two.mp4
38M	12. Basics of Algorithmic Trading with Quantopian/12. Quantopian Pipelines Factors.mp4
16M	12. Basics of Algorithmic Trading with Quantopian/13. Quantopian Pipelines Filters.mp4
26M	12. Basics of Algorithmic Trading with Quantopian/14. Quantopian Pipeline - Masking and Classifiers.mp4
31M	12. Basics of Algorithmic Trading with Quantopian/2. Introduction to Quantopian.mp4
4.0K	12. Basics of Algorithmic Trading with Quantopian/2.1 Quantopian Slides.html
4.0K	12. Basics of Algorithmic Trading with Quantopian/3. Note on get_fundamentals.html
39M	12. Basics of Algorithmic Trading with Quantopian/4. Quantopian Research Basics.mp4
34M	12. Basics of Algorithmic Trading with Quantopian/5. Quantopian Algorithms Basics Part One.mp4
34M	12. Basics of Algorithmic Trading with Quantopian/6. Quantopian Algorithms Basics Part Two.mp4
4.0K	12. Basics of Algorithmic Trading with Quantopian/6.1 Explanation of Drawdown.html
37M	12. Basics of Algorithmic Trading with Quantopian/7. First Trading Algorithm - Part One.mp4
37M	12. Basics of Algorithmic Trading with Quantopian/8. First Trading Algorithm - Part Two.mp4
9.0M	12. Basics of Algorithmic Trading with Quantopian/9. Trading Algorithm Exercise.mp4
398M	13. Advanced Quantopian and Trading Algorithms
1.6M	13. Advanced Quantopian and Trading Algorithms/1. Welcome to Trading Algorithms.mp4
36M	13. Advanced Quantopian and Trading Algorithms/10. Stock Sentiment Analysis Project.mp4
17M	13. Advanced Quantopian and Trading Algorithms/11. What are Futures.mp4
48M	13. Advanced Quantopian and Trading Algorithms/12. Futures on Quantopian.mp4
61M	13. Advanced Quantopian and Trading Algorithms/13. Futures on Quantopian Part Two.mp4
28M	13. Advanced Quantopian and Trading Algorithms/2. Pipeline Trading Algorithm Example - Code Along - Part One.mp4
26M	13. Advanced Quantopian and Trading Algorithms/3. Pipeline Trading Algorithm - Code Along - Part Two.mp4
4.0K	13. Advanced Quantopian and Trading Algorithms/4. Quick note.html
51M	13. Advanced Quantopian and Trading Algorithms/5. Pipeline Trading Algorithm Code along Part Three.mp4
29M	13. Advanced Quantopian and Trading Algorithms/6. Leverage.mp4
32M	13. Advanced Quantopian and Trading Algorithms/7. Hedging.mp4
36M	13. Advanced Quantopian and Trading Algorithms/8. Hedging- Part Two.mp4
37M	13. Advanced Quantopian and Trading Algorithms/9. Portfolio Analysis with PyFolio.mp4
8.0K	14. BONUS SECTION THANK YOU!
4.0K	14. BONUS SECTION THANK YOU!/1. Bonus Lecture.html
34M	2. Course Materials and Set-up
21M	2. Course Materials and Set-up/1. Course Installation Guide.mp4
4.0K	2. Course Materials and Set-up/1.1 More info on Conda Environments.html
4.0K	2. Course Materials and Set-up/1.2 Google Drive Download Link for Alternative yml environment file (click download since no preview available).html
13M	2. Course Materials and Set-up/1.3 Python-for-Finance-Repo-master.zip
131M	3. Python Crash Course
2.4M	3. Python Crash Course/1. Welcome to the Python Crash Course.mp4
2.5M	3. Python Crash Course/2. Introduction to Crash Course.mp4
4.0K	3. Python Crash Course/2.1 Link to Py Crash Course Slides.html
39M	3. Python Crash Course/3. Python Crash Course Part One.mp4
25M	3. Python Crash Course/4. Python Crash Course Part Two.mp4
29M	3. Python Crash Course/5. Python Crash Course Part Three.mp4
13M	3. Python Crash Course/6. Python Crash Course Exercises.mp4
23M	3. Python Crash Course/7. Python Crash Course Exercise Solutions.mp4
110M	4. NumPy
2.9M	4. NumPy/1. Welcome to NumPy.mp4
3.2M	4. NumPy/2. Introduction to NumPy.mp4
4.0K	4. NumPy/2.1 Numpy Slides.html
32M	4. NumPy/3. NumPy Arrays.mp4
9.6M	4. NumPy/4. Numpy Operations.mp4
21M	4. NumPy/5. Numpy Indexing.mp4
15M	4. NumPy/6. NumPy Review Exercise.mp4
28M	4. NumPy/7. Numpy Exercise Solutions.mp4
297M	5. General Pandas Overview
2.8M	5. General Pandas Overview/1. Welcome to Pandas.mp4
27M	5. General Pandas Overview/10. Pandas Common Operations.mp4
36M	5. General Pandas Overview/11. Data Input and Output.mp4
8.8M	5. General Pandas Overview/12. General Pandas Review Exercises.mp4
34M	5. General Pandas Overview/13. General Pandas Exercise Solutions.mp4
5.1M	5. General Pandas Overview/2. Introduction to Pandas.mp4
4.0K	5. General Pandas Overview/2.1 Pandas Slides.html
16M	5. General Pandas Overview/3. Series.mp4
44M	5. General Pandas Overview/4. DataFrames.mp4
46M	5. General Pandas Overview/5. DataFrames Part Two.mp4
21M	5. General Pandas Overview/6. DataFrames Part Three.mp4
14M	5. General Pandas Overview/7. Missing Data.mp4
17M	5. General Pandas Overview/8. Group By with Pandas.mp4
29M	5. General Pandas Overview/9. Merging, Joining, and Concatenating DataFrames.mp4
265M	6. Visualization with Matplotlib and Pandas
3.0M	6. Visualization with Matplotlib and Pandas/1. Welcome to Visualization.mp4
5.7M	6. Visualization with Matplotlib and Pandas/10. Pandas Visualization Exercise Overview.mp4
33M	6. Visualization with Matplotlib and Pandas/11. Pandas Visualization Exercise Solutions.mp4
3.5M	6. Visualization with Matplotlib and Pandas/2. Introduction to Visualization in Python.mp4
4.0K	6. Visualization with Matplotlib and Pandas/2.1 Visualization Slides.html
42M	6. Visualization with Matplotlib and Pandas/3. Matplotlib Basics - Part One.mp4
34M	6. Visualization with Matplotlib and Pandas/4. Matplotlib Basics - Part Two.mp4
33M	6. Visualization with Matplotlib and Pandas/5. Matplotlib Part Three.mp4
11M	6. Visualization with Matplotlib and Pandas/6. Matplotlib Exercise.mp4
31M	6. Visualization with Matplotlib and Pandas/7. Matplotlib Exercise Solutions.mp4
32M	6. Visualization with Matplotlib and Pandas/8. Pandas Visualization Overview.mp4
40M	6. Visualization with Matplotlib and Pandas/9. Pandas Time Series Visualization.mp4
40M	7. Data Sources
2.6M	7. Data Sources/1. Introduction to Data Sources.mp4
4.0K	7. Data Sources/1.1 Data Sources Slides.html
4.0K	7. Data Sources/2. Note on Pandas Datareader.html
9.8M	7. Data Sources/3. Pandas DataReader.mp4
4.0K	7. Data Sources/3.1 Docs for Pandas DataReader.html
4.0K	7. Data Sources/3.2 Optional Reading on Order Book.html
4.0K	7. Data Sources/3.3 Optional Reading about how to understand Options.html
28M	7. Data Sources/4. Quandl.mp4
113M	8. Pandas with Time Series Data
1.7M	8. Pandas with Time Series Data/1. Welcome to Pandas for Time Series.mp4
1.9M	8. Pandas with Time Series Data/2. Introduction to Time Series with Pandas.mp4
4.0K	8. Pandas with Time Series Data/2.1 Pandas Time Series Slides.html
19M	8. Pandas with Time Series Data/3. Datetime Index.mp4
35M	8. Pandas with Time Series Data/4. Time Resampling.mp4
18M	8. Pandas with Time Series Data/5. Time Shifts.mp4
39M	8. Pandas with Time Series Data/6. Pandas Rolling and Expanding.mp4
195M	9. Capstone Stock Market Analysis Project
4.0M	9. Capstone Stock Market Analysis Project/1. Welcome to the Capstone Project!.mp4
27M	9. Capstone Stock Market Analysis Project/2. Stock Market Analysis Project.mp4
4.0K	9. Capstone Stock Market Analysis Project/2.1 Capstone Project Slides.html
64M	9. Capstone Stock Market Analysis Project/3. Stock Market Analysis Project Solutions Part One.mp4
28M	9. Capstone Stock Market Analysis Project/4. Python Stock Market Analysis Solutions - Part Two.mp4
54M	9. Capstone Stock Market Analysis Project/5. Stock Market Analysis Project Solutions Part Three.mp4
20M	9. Capstone Stock Market Analysis Project/6. Stock Market Analysis Project Solutions Part Four.mp4
2.4G	total