Tutorialsplanet NET Udemy Python for Financial Analysis and Algorithmic Trading

Tutorialsplanet NET Udemy Python for Financial Analysis and Algorithmic Trading

Name	[Tutorialsplanet.NET] Udemy - Python for Financial Analysis and Algorithmic Trading	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.6 GB
Total Files	267
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Hash	7C886C72FBBF956B61FDEE853136CEEFA4A7ED23

/1. Course Introduction/
1. Introduction to Course.mp4	8.9 MB
1. Course Introduction/
1. Introduction to Course.vtt	2.8 KB
2. Course Overview Lecture (DON'T SKIP THIS!).mp4	9.0 MB
2. Course Overview Lecture (DON'T SKIP THIS!).vtt	5.3 KB
3. Did you skip the last lecture Please go back and view it!.html	0.7 KB
4. Course FAQ.html	1.9 KB
4.1 Python-for-Finance-Repo-master.zip.zip	13.2 MB
10. Time Series Analysis/
1. Welcome to Time Series Analysis.mp4	4.4 MB
1. Welcome to Time Series Analysis.vtt	0.8 KB
10. ACF and PACF.mp4	12.2 MB
10. ACF and PACF.vtt	8.0 KB
11. ARIMA with Statsmodels.mp4	27.0 MB
11. ARIMA with Statsmodels.vtt	15.4 KB
11.1 Rules for getting p,d,q.html	0.1 KB
12. Quick Note on Second Milk Difference!.html	0.7 KB
13. ARIMA Code Part Two.mp4	33.9 MB
13. ARIMA Code Part Two.vtt	16.9 KB
14. ARIMA Code Part Three.mp4	15.8 MB
14. ARIMA Code Part Three.vtt	8.9 KB
15. ARIMA Code Part Four.mp4	36.8 MB
15. ARIMA Code Part Four.vtt	17.9 KB
16. Discussion on choosing PDQ.html	0.4 KB
2. Introduction to Time Series.mp4	5.6 MB
2. Introduction to Time Series.vtt	4.2 KB
2.1 Time Series Analysis Slides.html	0.1 KB
3. Time Series Basics.mp4	7.2 MB
3. Time Series Basics.vtt	6.0 KB
4. Introduction to Statsmodels.mp4	41.5 MB
4. Introduction to Statsmodels.vtt	17.4 KB
4.1 Statsmodels Docs.html	0.1 KB
5. ETS Theory.mp4	8.1 MB
5. ETS Theory.vtt	5.8 KB
6. EWMA Theory.mp4	5.5 MB
6. EWMA Theory.vtt	3.9 KB
6.1 EWMA on Investopedia.html	0.1 KB
7. EWMA Code Along.mp4	37.2 MB
7. EWMA Code Along.vtt	19.4 KB
8. ETS Code Along.mp4	15.6 MB
8. ETS Code Along.vtt	8.6 KB
9. ARIMA Theory.mp4	18.1 MB
9. ARIMA Theory.vtt	13.3 KB
9.1 Really great link describing ARIMA ACF and PACF plots.html	0.1 KB
11. Python Finance Fundamentals/
1. Welcome to Finance Fundamentals.mp4	4.6 MB
1. Welcome to Finance Fundamentals.vtt	0.8 KB
10. Key Financial Topics.mp4	2.1 MB
10. Key Financial Topics.vtt	1.4 KB
11. Types of Funds.mp4	11.9 MB
11. Types of Funds.vtt	8.2 KB
11.1 Hedge Funds.html	0.1 KB
11.2 Mutual Fund.html	0.1 KB
11.3 ETFs.html	0.1 KB
12. Order Books.mp4	27.0 MB
12. Order Books.vtt	20.3 KB
12.1 Talk about HFT by Brad Katsuyama.html	0.1 KB
12.2 Order Books.html	0.1 KB
13. Short Selling.mp4	5.0 MB
13. Short Selling.vtt	3.3 KB
13.1 Short Selling.html	0.1 KB
14. CAPM - Capital Asset Pricing Model.mp4	10.3 MB
14. CAPM - Capital Asset Pricing Model.vtt	6.7 KB
14.1 CAPM.html	0.1 KB
15. CAPM Code Along.mp4	28.9 MB
15. CAPM Code Along.vtt	13.7 KB
15.1 SPY.csv.csv	143.8 KB
16. Stock Splits and Dividends.mp4	6.6 MB
16. Stock Splits and Dividends.vtt	4.5 KB
16.1 Splits and Dividends.html	0.2 KB
17. EMH.mp4	4.0 MB
17. EMH.vtt	2.7 KB
17.1 EMH.html	0.1 KB
2. Introduction to Python Finance Fundamentals.mp4	1.7 MB
2. Introduction to Python Finance Fundamentals.vtt	1.0 KB
2.1 Python Finance Fundamentals Slides.html	0.1 KB
3. Sharpe Ratio Slides.mp4	14.1 MB
3. Sharpe Ratio Slides.vtt	9.7 KB
3.1 Investopedia Sharpe Ratio.html	0.1 KB
4. Portfolio Allocation Code Along Part One.mp4	41.6 MB
4. Portfolio Allocation Code Along Part One.vtt	19.0 KB
5. Portfolio Allocation Code Along Part Two.mp4	14.7 MB
5. Portfolio Allocation Code Along Part Two.vtt	9.0 KB
6. Portfolio Optimization.mp4	10.0 MB
6. Portfolio Optimization.vtt	6.8 KB
7. Portfolio Optimization Code Along One.mp4	33.0 MB
7. Portfolio Optimization Code Along One.vtt	19.1 KB
8. Portfolio Optimization Code Along Two.mp4	18.2 MB
8. Portfolio Optimization Code Along Two.vtt	9.8 KB
9. Portfolio Optimization Code Along Three.mp4	48.5 MB
9. Portfolio Optimization Code Along Three.vtt	21.5 KB
12. Basics of Algorithmic Trading with Quantopian/
1. Welcome to the Quantopian Section.mp4	3.2 MB
1. Welcome to the Quantopian Section.vtt	0.6 KB
10. Trading Algorithm Exercise Solutions Part One.mp4	27.7 MB
10. Trading Algorithm Exercise Solutions Part One.vtt	16.8 KB
11. Trading Algorithm Exercise Solutions Part Two.mp4	5.1 MB
11. Trading Algorithm Exercise Solutions Part Two.vtt	3.7 KB
12. Quantopian Pipelines Factors.mp4	39.6 MB
12. Quantopian Pipelines Factors.vtt	22.2 KB
13. Quantopian Pipelines Filters.mp4	16.5 MB
13. Quantopian Pipelines Filters.vtt	8.2 KB
14. Quantopian Pipeline - Masking and Classifiers.mp4	26.6 MB
14. Quantopian Pipeline - Masking and Classifiers.vtt	12.1 KB
2. Introduction to Quantopian.mp4	32.5 MB
2. Introduction to Quantopian.vtt	14.8 KB
2.1 Quantopian Slides.html	0.1 KB
3. Note on get_fundamentals.html	0.4 KB
4. Quantopian Research Basics.mp4	40.5 MB
4. Quantopian Research Basics.vtt	23.1 KB
5. Quantopian Algorithms Basics Part One.mp4	34.9 MB
5. Quantopian Algorithms Basics Part One.vtt	22.4 KB
6. Quantopian Algorithms Basics Part Two.mp4	35.6 MB
6. Quantopian Algorithms Basics Part Two.vtt	23.7 KB
6.1 Explanation of Drawdown.html	0.1 KB
7. First Trading Algorithm - Part One.mp4	38.3 MB
7. First Trading Algorithm - Part One.vtt	21.1 KB
8. First Trading Algorithm - Part Two.mp4	38.3 MB
8. First Trading Algorithm - Part Two.vtt	21.3 KB
9. Trading Algorithm Exercise.mp4	9.3 MB
9. Trading Algorithm Exercise.vtt	6.9 KB
13. Advanced Quantopian and Trading Algorithms/
1. Welcome to Trading Algorithms.mp4	1.6 MB
1. Welcome to Trading Algorithms.vtt	1.1 KB
10. Stock Sentiment Analysis Project.mp4	37.0 MB
10. Stock Sentiment Analysis Project.vtt	21.4 KB
11. What are Futures.mp4	17.4 MB
11. What are Futures.vtt	11.6 KB
12. Futures on Quantopian.mp4	50.0 MB
12. Futures on Quantopian.vtt	24.4 KB
13. Futures on Quantopian Part Two.mp4	63.2 MB
13. Futures on Quantopian Part Two.vtt	27.6 KB
2. Pipeline Trading Algorithm Example - Code Along - Part One.mp4	28.5 MB
2. Pipeline Trading Algorithm Example - Code Along - Part One.vtt	18.7 KB
3. Pipeline Trading Algorithm - Code Along - Part Two.mp4	27.0 MB
3. Pipeline Trading Algorithm - Code Along - Part Two.vtt	13.0 KB
4. Quick note.html	0.3 KB
5. Pipeline Trading Algorithm Code along Part Three.mp4	53.0 MB
5. Pipeline Trading Algorithm Code along Part Three.vtt	24.1 KB
6. Leverage.mp4	30.3 MB
6. Leverage.vtt	18.2 KB
7. Hedging.mp4	32.8 MB
7. Hedging.vtt	18.7 KB
8. Hedging- Part Two.mp4	37.5 MB
8. Hedging- Part Two.vtt	18.0 KB
9. Portfolio Analysis with PyFolio.mp4	38.6 MB
9. Portfolio Analysis with PyFolio.vtt	22.0 KB
14. BONUS SECTION THANK YOU!/
1. Bonus Lecture.html	0.5 KB
2. Course Materials and Set-up/
1. Course Installation Help Notes.html	1.2 KB
2. Course Installation Guide.mp4	21.7 MB
2. Course Installation Guide.vtt	12.5 KB
2.1 Python-for-Finance-Repo-master.zip.zip	13.2 MB
2.2 More info on Conda Environments.html	0.1 KB
2.3 Google Drive Download Link for Alternative yml environment file (click download since no preview available).html	0.1 KB
3. Python Crash Course/
1. Welcome to the Python Crash Course.mp4	2.4 MB
1. Welcome to the Python Crash Course.vtt	0.4 KB
2. Introduction to Crash Course.mp4	2.5 MB
2. Introduction to Crash Course.vtt	1.9 KB
2.1 Link to Py Crash Course Slides.html	0.1 KB
3. Python Crash Course Part One.mp4	39.8 MB
3. Python Crash Course Part One.vtt	24.6 KB
4. Python Crash Course Part Two.mp4	25.4 MB
4. Python Crash Course Part Two.vtt	18.2 KB
5. Python Crash Course Part Three.mp4	30.0 MB
5. Python Crash Course Part Three.vtt	20.1 KB
6. Python Crash Course Exercises.mp4	13.1 MB
6. Python Crash Course Exercises.vtt	6.1 KB
7. Python Crash Course Exercise Solutions.mp4	23.2 MB
7. Python Crash Course Exercise Solutions.vtt	11.8 KB
4. NumPy/
1. Welcome to NumPy.mp4	3.0 MB
1. Welcome to NumPy.vtt	0.5 KB
2. Introduction to NumPy.mp4	3.3 MB
2. Introduction to NumPy.vtt	2.3 KB
2.1 Numpy Slides.html	0.1 KB
3. NumPy Arrays.mp4	33.5 MB
3. NumPy Arrays.vtt	22.1 KB
4. Numpy Operations.mp4	10.0 MB
4. Numpy Operations.vtt	6.7 KB
5. Numpy Indexing.mp4	21.3 MB
5. Numpy Indexing.vtt	14.5 KB
6. NumPy Review Exercise.mp4	15.4 MB
6. NumPy Review Exercise.vtt	6.3 KB
7. Numpy Exercise Solutions.mp4	28.4 MB
7. Numpy Exercise Solutions.vtt	12.7 KB
5. General Pandas Overview/
1. Welcome to Pandas.mp4	2.8 MB
1. Welcome to Pandas.vtt	0.5 KB
10. Pandas Common Operations.mp4	27.4 MB
10. Pandas Common Operations.vtt	15.1 KB
11. Data Input and Output.mp4	37.7 MB
11. Data Input and Output.vtt	17.8 KB
12. General Pandas Review Exercises.mp4	9.1 MB
12. General Pandas Review Exercises.vtt	4.8 KB
13. General Pandas Exercise Solutions.mp4	35.6 MB
13. General Pandas Exercise Solutions.vtt	16.7 KB
2. Introduction to Pandas.mp4	5.3 MB
2. Introduction to Pandas.vtt	3.7 KB
2.1 Pandas Slides.html	0.1 KB
3. Series.mp4	16.1 MB
3. Series.vtt	8.9 KB
4. DataFrames.mp4	46.0 MB
4. DataFrames.vtt	18.2 KB
5. DataFrames Part Two.mp4	48.2 MB
5. DataFrames Part Two.vtt	20.9 KB
6. DataFrames Part Three.mp4	21.5 MB
6. DataFrames Part Three.vtt	10.5 KB
7. Missing Data.mp4	13.7 MB
7. Missing Data.vtt	7.5 KB
8. Group By with Pandas.mp4	16.8 MB
8. Group By with Pandas.vtt	8.3 KB
9. Merging, Joining, and Concatenating DataFrames.mp4	30.3 MB
9. Merging, Joining, and Concatenating DataFrames.vtt	12.3 KB
6. Visualization with Matplotlib and Pandas/
1. Welcome to Visualization.mp4	3.0 MB
1. Welcome to Visualization.vtt	0.5 KB
10. Pandas Visualization Exercise Overview.mp4	5.9 MB
10. Pandas Visualization Exercise Overview.vtt	1.8 KB
11. Pandas Visualization Exercise Solutions.mp4	33.9 MB
11. Pandas Visualization Exercise Solutions.vtt	11.3 KB
2. Introduction to Visualization in Python.mp4	3.7 MB
2. Introduction to Visualization in Python.vtt	2.6 KB
2.1 Visualization Slides.html	0.1 KB
3. Matplotlib Basics - Part One.mp4	43.7 MB
3. Matplotlib Basics - Part One.vtt	23.4 KB
4. Matplotlib Basics - Part Two.mp4	35.6 MB
4. Matplotlib Basics - Part Two.vtt	17.7 KB
5. Matplotlib Part Three.mp4	33.8 MB
5. Matplotlib Part Three.vtt	14.9 KB
6. Matplotlib Exercise.mp4	10.9 MB
6. Matplotlib Exercise.vtt	5.5 KB
7. Matplotlib Exercise Solutions.mp4	32.5 MB
7. Matplotlib Exercise Solutions.vtt	10.6 KB
8. Pandas Visualization Overview.mp4	33.1 MB
8. Pandas Visualization Overview.vtt	15.4 KB
9. Pandas Time Series Visualization.mp4	41.7 MB
9. Pandas Time Series Visualization.vtt	23.4 KB
7. Data Sources/
1. Introduction to Data Sources.mp4	2.7 MB
1. Introduction to Data Sources.vtt	1.9 KB
1.1 Data Sources Slides.html	0.1 KB
2. Note on Pandas Datareader.html	0.3 KB
3. Pandas DataReader.mp4	10.3 MB
3. Pandas DataReader.vtt	6.1 KB
3.1 Optional Reading on Order Book.html	0.1 KB
3.2 Optional Reading about how to understand Options.html	0.1 KB
3.3 Docs for Pandas DataReader.html	0.1 KB
4. Quandl.mp4	28.4 MB
4. Quandl.vtt	13.9 KB
8. Pandas with Time Series Data/
1. Welcome to Pandas for Time Series.mp4	1.7 MB
1. Welcome to Pandas for Time Series.vtt	0.3 KB
2. Introduction to Time Series with Pandas.mp4	1.9 MB
2. Introduction to Time Series with Pandas.vtt	1.2 KB
2.1 Pandas Time Series Slides.html	0.1 KB
3. Datetime Index.mp4	19.2 MB
3. Datetime Index.vtt	12.9 KB
4. Time Resampling.mp4	36.4 MB
4. Time Resampling.vtt	17.3 KB
5. Time Shifts.mp4	17.9 MB
5. Time Shifts.vtt	8.3 KB
6. Pandas Rolling and Expanding.mp4	40.6 MB
6. Pandas Rolling and Expanding.vtt	24.1 KB
9. Capstone Stock Market Analysis Project/
1. Welcome to the Capstone Project!.mp4	4.1 MB
1. Welcome to the Capstone Project!.vtt	0.7 KB
2. Stock Market Analysis Project.mp4	28.2 MB
2. Stock Market Analysis Project.vtt	10.3 KB
2.1 Capstone Project Slides.html	0.1 KB
3. Stock Market Analysis Project Solutions Part One.mp4	66.4 MB
3. Stock Market Analysis Project Solutions Part One.vtt	25.3 KB
4. Python Stock Market Analysis Solutions - Part Two.mp4	28.8 MB
4. Python Stock Market Analysis Solutions - Part Two.vtt	11.7 KB
5. Stock Market Analysis Project Solutions Part Three.mp4	56.0 MB
5. Stock Market Analysis Project Solutions Part Three.vtt	21.9 KB
6. Stock Market Analysis Project Solutions Part Four.mp4	20.6 MB
6. Stock Market Analysis Project Solutions Part Four.vtt	10.9 KB

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Total files 267