Udemy - Data science for algorithmic trading

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size888.1 MB
  • Uploaded Byfreecoursewb
  • Downloads69
  • Last checkedSep. 12th '21
  • Date uploadedSep. 11th '21
  • Seeders 16
  • Leechers5

Infohash : 7E9B736DA0A40CFBE3F1FD73C01CE0520476D44C

Data science for algorithmic trading



Created by Data World | Last updated 5/2020
Duration: 3h 8m | 9 sections | 62 lectures | Video: 1280x720, 44 KHz | 888 MB
Genre: eLearning | Language: English + Sub
We will create a algorithmic trading strategy that earns 50% annually.

What you'll learn
Use numpy to do scientific calculation
Use pandas to import and organize data
Use Matplotlib to visualize data
Use, create, understand mathematical model
Machine learning for algorithmic trading
Features Engineering
Statistics for finance
Create an easy-to-reuse backtesting universe
Automatically take sales and buy positions
Data import with a API

Requirements
title>Data science for algorithmic trading | Udemy

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font-family: 'Udemy Sans';
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font-weight: 400; /* To match token @font-weight-normal */
font-display: fallback;
src: local('Udemy Sans Regular'),
local('UdemySans-Regular'),
url('https://www.udemy.com/staticx/udemy/fonts/Udemy-Sans-Regular-v1.woff2') format('woff2');
}

Files:

[ FreeCourseWeb.com ] Udemy - Data science for algorithmic trading
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 2. Basics of python
    • 1. Variable.mp4 (18.8 MB)
    • 1. Variable.srt (3.5 KB)
    • 2. list.mp4 (21.6 MB)
    • 2. list.srt (3.9 KB)
    • 3. for.mp4 (12.1 MB)
    • 3. for.srt (2.7 KB)
    • 4. if.mp4 (13.7 MB)
    • 4. if.srt (2.9 KB)
    • 5. forif.mp4 (7.0 MB)
    • 5. forif.srt (1.5 KB)
    3. Python for finance
    • 1. libraires.mp4 (9.8 MB)
    • 1. libraires.srt (2.4 KB)
    • 2. data import.mp4 (20.7 MB)
    • 2. data import.srt (3.3 KB)
    • 3. Variation price.mp4 (21.0 MB)
    • 3. Variation price.srt (3.2 KB)
    • 4. standard deviation mean.mp4 (14.1 MB)
    • 4. standard deviation mean.srt (2.5 KB)
    • 5. pandas visualization.mp4 (23.8 MB)
    • 5. pandas visualization.srt (3.6 KB)
    • 6. Matplotlib visualization.mp4 (18.5 MB)
    • 6. Matplotlib visualization.srt (3.6 KB)
    • 7. autocorrelation.mp4 (8.2 MB)
    • 7. autocorrelation.srt (2.1 KB)
    • 8. Bonus Moving average.mp4 (14.2 MB)
    • 8. Bonus Moving average.srt (2.9 KB)
    4. Basics of trading
    • 1. Stock market.mp4 (2.9 MB)
    • 1. Stock market.srt (1.3 KB)
    • 2. Assets.mp4 (6.8 MB)
    • 2. Assets.srt (1.9 KB)
    • 3. cfd.mp4 (2.8 MB)
    • 3. cfd.srt (0.9 KB)
    • 4. spread.mp4 (2.9 MB)
    • 4. spread.srt (0.9 KB)
    • 5. leverage.mp4 (3.8 MB)
    • 5. leverage.srt (1.6 KB)
    5. Statistics Stratégie for algorithmic trading
    • 1. Introduction.mp4 (4.3 MB)
    • 1. Introduction.srt (0.8 KB)
    • 2. Data import.mp4 (26.8 MB)
    • 2. Data import.srt (4.0 KB)
    • 3. Reorganize.mp4 (20.3 MB)
    • 3. Reorganize.srt (2.3 KB)
    • 4. Set of data.mp4 (23.0 MB)
    • 4. Set of data.srt (3.2 KB)
    • 5. Linear regression.mp4 (13.7 MB)
    • 5. Linear regression.srt (2.0 KB)
    • 6. trading and prediction.mp4 (22.5 MB)
    • 6. trading and prediction.srt (2.6 KB)
    • 7. Visualization.mp4 (31.6 MB)
    • 7. Visualization.srt (3.1 KB)
    • 8. earning.mp4 (18.2 MB)
    • 8. earning.srt (3.0 KB)
    • 9. Statistics.mp4 (25.6 MB)
    • 9. Statistics.srt (4.3 KB)
    6. Backtesting
    • 1. Starting.mp4 (7.2 MB)
    • 1. Starting.srt (1.3 KB)
    • 2. Initialization.mp4 (22.7 MB)
    • 2. Initialization.srt (3.2 KB)
    • 3. Growth of investment.mp4 (21.1 MB)
    • 3. Growth of investment.srt (2.5 KB)
    • 4. Statistics.mp4 (10.9 MB)
    • 4. Statistics.srt (1.7 KB)
    • 5. Measures.mp4 (16.0 MB)
    • 5. Measures.srt (2.2 KB)
    • 6. Accuracy.mp4 (19.0 MB)
    • 6. Accuracy.srt (2.8 KB)
    • 7. Graphics.mp4 (12.6 MB)
    • 7. Graphics.srt (1.2 KB)
    7. Data science for algorithmic trading
    • 1. Data import.mp4 (30.1 MB)
    • 1. Data import.srt (3.2 KB)
    • 2. Variance Features Selection.mp4 (39.2 MB)
    • 2. Variance Features Selection.srt (4.4 KB)
    • 3. Correlation features selection.mp4 (31.1 MB)
    • 3. Correlation features selection.srt (4.6 KB)
    • 4. Other features selection.mp4 (45.9 MB)
    • 4. Other features selection.srt (5.2 KB)
    • 5. Backtesting all variable.mp4 (27.5 MB)
    • 5. Backtesting all variable.srt (3.5 KB)
    • 6. Backtesting best variable.mp4 (18.8 MB)
    • 6. Backtesting best variable.srt (1.9 KB)
    • 7. Resume.mp4 (9.8 MB)
    • 7. Resume.srt (1.6 KB)
    • 8. Standardization.mp4 (28.1 MB)
    • 8. Standardization.srt (3.3 KB)
    8. Machine Learning for algorithmic trading
    • 1. Data import.mp4 (39.0 MB)
    • 1. Data import.srt (3.5 KB)
    • 2. Preprocessing.mp4 (41.8 MB)
    • 2. Preprocessing.srt (4.6 KB)
    • 3. Linear SVR.mp4 (30.0 MB)
    • 3. Linear SVR.srt (3.8 KB)
    • 4. Decision Tree Regressor.mp4 (16.0 MB)
    • 4. Decision Tree Regressor.srt (2.0 KB)
    • 5. Random Forest Regressor.mp4 (12.2 MB)
    • 5. Random Forest Regressor.srt (1.4 KB)
    • Bonus Resources.txt (0.3 KB)

Code:

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