Algorithmic Trading A-Z with Python, Machine Learning & AWS


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Torrent Hash : 9E19824AF1F1B679952510407C4F1D05B043F716
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Torrent Size : 12.84 GB


Algorithmic Trading A-Z with Python, Machine Learning & AWS
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Torrent File Content (872 files)


GetFreeCourses.Co-Udemy-Algorithmic Trading A-Z with Python, Machine Learning & AWS
    1. Getting Started
          1. What is Algorithmic Trading Course Overview.mp4 -
38.27 MB

          1. What is Algorithmic Trading Course Overview.srt -
6.13 KB

          1.1 Overview.pdf -
476.76 KB

          2. How to get the best out of this course.mp4 -
37.57 MB

          2. How to get the best out of this course.srt -
6.89 KB

          3. Did you know... (what Data can tell us about Day Trading).mp4 -
39.24 MB

          3. Did you know... (what Data can tell us about Day Trading).srt -
5.43 KB

          3.1 did_you_know.pdf -
429.34 KB

          4. Test your knowledge.html -
203 bytes

          5. Student FAQ.html -
10.09 KB

          6. LEGAL DISCLAIMER (MUST READ!) .html -
2.56 KB

    10. Introduction to Time Series Data in Pandas
          1. Importing Time Series Data from csv-files.mp4 -
34.42 MB

          1. Importing Time Series Data from csv-files.srt -
9.93 KB

          2. Converting strings to datetime objects with pd.to_datetime().mp4 -
48.85 MB

          2. Converting strings to datetime objects with pd.to_datetime().srt -
11.12 KB

          3. Indexing and Slicing Time Series.mp4 -
40.63 MB

          3. Indexing and Slicing Time Series.srt -
8.14 KB

          4. Downsampling Time Series with resample().mp4 -
72.18 MB

          4. Downsampling Time Series with resample().srt -
16.73 KB

          5. Coding Exercise 1.mp4 -
35.91 MB

          5. Coding Exercise 1.srt -
5.81 KB

    11. Financial Data Analysis with Pandas - an Introduction
          1. Getting Ready (Installing required library).mp4 -
18.34 MB

          1. Getting Ready (Installing required library).srt -
2.53 KB

          10. Coding Exercise 2.html -
158 bytes

          11. Simple Returns vs. Log Returns.mp4 -
32.65 MB

          11. Simple Returns vs. Log Returns.srt -
11.09 KB

          12. Importing Financial Data from Excel.mp4 -
80.7 MB

          12. Importing Financial Data from Excel.srt -
13.89 KB

          13. Simple Moving Averages (SMA) with rolling().mp4 -
40.98 MB

          13. Simple Moving Averages (SMA) with rolling().srt -
10.89 KB

          14. Momentum Trading Strategies with SMAs.mp4 -
33.01 MB

          14. Momentum Trading Strategies with SMAs.srt -
8.7 KB

          15. Exponentially-weighted Moving Averages (EWMA).mp4 -
23.79 MB

          15. Exponentially-weighted Moving Averages (EWMA).srt -
5.63 KB

          16. Merging Aligning Financial Time Series (hands-on).mp4 -
25.9 MB

          16. Merging Aligning Financial Time Series (hands-on).srt -
6.01 KB

          2. Importing Stock Price Data from Yahoo Finance.mp4 -
58.5 MB

          2. Importing Stock Price Data from Yahoo Finance.srt -
10.2 KB

          3. Initial Inspection and Visualization.mp4 -
36.34 MB

          3. Initial Inspection and Visualization.srt -
6.06 KB

          4. Normalizing Time Series to a Base Value (100).mp4 -
37.36 MB

          4. Normalizing Time Series to a Base Value (100).srt -
7.66 KB

          5. The shift() method.mp4 -
29.49 MB

          5. The shift() method.srt -
8.69 KB

          6. The methods diff() and pct_change().mp4 -
32.71 MB

          6. The methods diff() and pct_change().srt -
8.36 KB

          7. Measuring Stock Performance with MEAN Returns and STD of Returns.mp4 -
34.87 MB

          7. Measuring Stock Performance with MEAN Returns and STD of Returns.srt -
10.77 KB

          8. Financial Time Series - Return and Risk.mp4 -
44.93 MB

          8. Financial Time Series - Return and Risk.srt -
10.35 KB

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