Udemy-Algorithmic Trading & Quantitative Analysis Using Python
File List
| File | Size |
|---|---|
| 1. Introduction/1. What Is Covered in this Course.mp4 | 36.15 MB |
| 1. Introduction/1. What Is Covered in this Course.srt | 5.68 KB |
| 1. Introduction/2. Course Prerequisites.mp4 | 10.75 MB |
| 1. Introduction/2. Course Prerequisites.srt | 2.61 KB |
| 1. Introduction/3. Is This For Me.mp4 | 7.78 MB |
| 1. Introduction/3. Is This For Me.srt | 2.33 KB |
| 1. Introduction/4. How To Get Help.mp4 | 17.14 MB |
| 1. Introduction/4. How To Get Help.srt | 3.71 KB |
| 1. Introduction/5. Streaming Coding Lectures.mp4 | 30.21 MB |
| 1. Introduction/5. Streaming Coding Lectures.srt | 3.48 KB |
| 1. Introduction/6. Anaconda Distribution Intro.mp4 | 25.87 MB |
| 1. Introduction/6. Anaconda Distribution Intro.srt | 4.96 KB |
| 1. Introduction/7. Creating Virtual Environment (Optional).mp4 | 59.85 MB |
| 1. Introduction/7. Creating Virtual Environment (Optional).srt | 14.31 KB |
| 10. Bonus Section Sentiment Analysis/1. Why Sentiment Analysis.mp4 | 34.8 MB |
| 10. Bonus Section Sentiment Analysis/1. Why Sentiment Analysis.srt | 7.07 KB |
| 10. Bonus Section Sentiment Analysis/10. ML Feature Matrix & TF-IDF Introduction.mp4 | 54.92 MB |
| 10. Bonus Section Sentiment Analysis/10. ML Feature Matrix & TF-IDF Introduction.srt | 14.67 KB |
| 10. Bonus Section Sentiment Analysis/11. Building ML Based Sentiment Analyzer - Part I.mp4 | 44.8 MB |
| 10. Bonus Section Sentiment Analysis/11. Building ML Based Sentiment Analyzer - Part I.srt | 4.25 KB |
| 10. Bonus Section Sentiment Analysis/11.1 crude_oil_news.py | 1.81 KB |
| 10. Bonus Section Sentiment Analysis/12. Building a ML Based Sentiment Analyzer - Part II.mp4 | 191.75 MB |
| 10. Bonus Section Sentiment Analysis/12. Building a ML Based Sentiment Analyzer - Part II.srt | 21.78 KB |
| 10. Bonus Section Sentiment Analysis/12.1 nb_train.py | 1.38 KB |
| 10. Bonus Section Sentiment Analysis/13. Building a ML Based Sentiment Analyzer - Part III.mp4 | 88.58 MB |
| 10. Bonus Section Sentiment Analysis/13. Building a ML Based Sentiment Analyzer - Part III.srt | 8.35 KB |
| 10. Bonus Section Sentiment Analysis/13.1 nb_predict.py | 1.15 KB |
| 10. Bonus Section Sentiment Analysis/14. Sentiment Analysis Application - Opportunities & Challenges.mp4 | 24.63 MB |
| 10. Bonus Section Sentiment Analysis/14. Sentiment Analysis Application - Opportunities & Challenges.srt | 6.69 KB |
| 10. Bonus Section Sentiment Analysis/2. Sentiment Analysis - Intuition.mp4 | 46.67 MB |
| 10. Bonus Section Sentiment Analysis/2. Sentiment Analysis - Intuition.srt | 10.27 KB |
| 10. Bonus Section Sentiment Analysis/3. Natural Language Processing Basics.mp4 | 140.94 MB |
| 10. Bonus Section Sentiment Analysis/3. Natural Language Processing Basics.srt | 22.22 KB |
| 10. Bonus Section Sentiment Analysis/3.1 nltk_intro.py | 742 B |
| 10. Bonus Section Sentiment Analysis/4. Lexicon Based Sentiment Analysis.mp4 | 49.07 MB |
| 10. Bonus Section Sentiment Analysis/4. Lexicon Based Sentiment Analysis.srt | 8.5 KB |
| 10. Bonus Section Sentiment Analysis/5. VADER Introduction.mp4 | 121.35 MB |
| 10. Bonus Section Sentiment Analysis/5. VADER Introduction.srt | 15.04 KB |
| 10. Bonus Section Sentiment Analysis/5.1 VADER_links.txt | 157 B |
| 10. Bonus Section Sentiment Analysis/5.2 vader_tblob.py | 1.16 KB |
| 10. Bonus Section Sentiment Analysis/6. Textblob Introduction.mp4 | 106.82 MB |
| 10. Bonus Section Sentiment Analysis/6. Textblob Introduction.srt | 9.36 KB |
| 10. Bonus Section Sentiment Analysis/6.1 vader_tblob.py | 1.16 KB |
| 10. Bonus Section Sentiment Analysis/7. Building a Sentiment Analyzer using VADER - Part I.mp4 | 144.3 MB |
| 10. Bonus Section Sentiment Analysis/7. Building a Sentiment Analyzer using VADER - Part I.srt | 13.28 KB |
| 10. Bonus Section Sentiment Analysis/8. Building a Sentiment Analyzer using VADER - Part II.mp4 | 256.04 MB |
| 10. Bonus Section Sentiment Analysis/8. Building a Sentiment Analyzer using VADER - Part II.srt | 25.47 KB |
| 10. Bonus Section Sentiment Analysis/8.1 crude_oil_vader.py | 2.37 KB |
| 10. Bonus Section Sentiment Analysis/9. Machine Learning Based Sentiment Analysis.mp4 | 68.82 MB |
| 10. Bonus Section Sentiment Analysis/9. Machine Learning Based Sentiment Analysis.srt | 18.82 KB |
| 11. Archived Lectures/1. Archived Lectures - Important Note.html | 1.17 KB |
| 11. Archived Lectures/2. Pandas Datareader Overview.mp4 | 105.89 MB |
| 11. Archived Lectures/2. Pandas Datareader Overview.srt | 10.28 KB |
| 11. Archived Lectures/2.1 library_versions.pdf | 642.66 KB |
| 11. Archived Lectures/3. Getting Data Using Pandas Datareader.mp4 | 175.3 MB |
| 11. Archived Lectures/3. Getting Data Using Pandas Datareader.srt | 13.45 KB |
| 11. Archived Lectures/3.1 pandas_datareader_script.py | 1.91 KB |
| 2. Getting Data/1. Data Gathering Intro.mp4 | 55.52 MB |
| 2. Getting Data/1. Data Gathering Intro.srt | 7.1 KB |
| 2. Getting Data/10. Using Web Scraping to Extract Stock Fundamental Data - II.mp4 | 356.28 MB |
| 2. Getting Data/10. Using Web Scraping to Extract Stock Fundamental Data - II.srt | 27.89 KB |
| 2. Getting Data/10.1 webscraping.py | 3.19 KB |
| 2. Getting Data/11. Updated Web-Scraping Code - Yahoo-Finance Webpage Changes.mp4 | 170.38 MB |
| 2. Getting Data/11. Updated Web-Scraping Code - Yahoo-Finance Webpage Changes.srt | 16.41 KB |
| 2. Getting Data/11.1 webscraping_revised.py | 3.2 KB |
| 2. Getting Data/12. Other Free Data Resources.html | 1.49 KB |
| 2. Getting Data/12.1 fmp.py | 2.36 KB |
| 2. Getting Data/12.1 stockrow.py | 2.83 KB |
| 2. Getting Data/12.2 fmp.py | 2.36 KB |
| 2. Getting Data/12.2 stockrow.py | 2.83 KB |
| 2. Getting Data/2. yfinance Overview.mp4 | 58.23 MB |
| 2. Getting Data/2. yfinance Overview.srt | 10.56 KB |
| 2. Getting Data/2.1 yfinance_script.py | 483 B |
| 2. Getting Data/3. yfinance - Getting Data for Multiple Stocks.mp4 | 156.77 MB |
| 2. Getting Data/3. yfinance - Getting Data for Multiple Stocks.srt | 19.78 KB |
| 2. Getting Data/3.1 yfinance_multiple_tickers.py | 862 B |
| 2. Getting Data/4. yahoofinancials Library and Parsing JSON Data.mp4 | 98.33 MB |
| 2. Getting Data/4. yahoofinancials Library and Parsing JSON Data.srt | 15.16 KB |
| 2. Getting Data/4.1 yahoofin_intro.py | 308 B |
| 2. Getting Data/5. yahoofinancials - Getting Data for Multiple Stocks.mp4 | 151.39 MB |
| 2. Getting Data/5. yahoofinancials - Getting Data for Multiple Stocks.srt | 19.69 KB |
| 2. Getting Data/5.1 yahoofin_script.py | 1.45 KB |
| 2. Getting Data/6. Alpha Vantage Python Library Intro.mp4 | 84.22 MB |
| 2. Getting Data/6. Alpha Vantage Python Library Intro.srt | 10.71 KB |
| 2. Getting Data/7. Alpha Vantage - Getting Data for Multiple Tickers.mp4 | 204.83 MB |
| 2. Getting Data/7. Alpha Vantage - Getting Data for Multiple Tickers.srt | 24.52 KB |
| 2. Getting Data/7.1 alphavantage_script.py | 1.88 KB |
| 2. Getting Data/8. Web Scraping Intro.mp4 | 134.27 MB |
| 2. Getting Data/8. Web Scraping Intro.srt | 11.55 KB |
| 2. Getting Data/8.1 links.txt | 123 B |
| 2. Getting Data/9. Using Web Scraping to Extract Stock Fundamental Data - I.mp4 | 204.75 MB |
| 2. Getting Data/9. Using Web Scraping to Extract Stock Fundamental Data - I.srt | 17.42 KB |
| 3. Basic Data Handling and Operations/1. Handling NaN Values.mp4 | 189.87 MB |
| 3. Basic Data Handling and Operations/1. Handling NaN Values.srt | 26.74 KB |
| 3. Basic Data Handling and Operations/1.1 handling_nan.py | 688 B |
| 3. Basic Data Handling and Operations/2. Basic Statistics - Familiarize Yourself With Your Data.mp4 | 153.23 MB |
| 3. Basic Data Handling and Operations/2. Basic Statistics - Familiarize Yourself With Your Data.srt | 12.93 KB |
| 3. Basic Data Handling and Operations/2.1 basic_functions.py | 1.34 KB |
| 3. Basic Data Handling and Operations/3. Rolling Operations - Data In Motion.mp4 | 216.11 MB |
| 3. Basic Data Handling and Operations/3. Rolling Operations - Data In Motion.srt | 17.49 KB |
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