Udemy - Backtest Quantitative Trading strategies from Scratch

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[ FreeCryptoLearn.com ] Udemy - Backtest Quantitative Trading strategies from Scratch
  • Get Bonus Crypto Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 01 - Introduction
    • 001 Introduction-slides.pdf (66.1 KB)
    • 001 Introduction.mp4 (21.9 MB)
    • 001 Introduction_en.srt (4.1 KB)
    • 001 Time-Series-reader.pdf (647.2 KB)
    02 - Data
    • 001 Data.mp4 (32.1 MB)
    • 001 Data_en.srt (4.9 KB)
    • 001 link-to-data-and-meta.rtf (0.4 KB)
    03 - The pipeline class
    • 001 pipeline.ipynb (117.5 KB)
    • 001 the pipeline class.mp4 (119.3 MB)
    • 001 the pipeline class_en.srt (18.3 KB)
    • 002 lecture pipeline class.mp4 (85.3 MB)
    • 002 lecture pipeline class_en.srt (20.1 KB)
    • 002 pipe-line.py (1.3 KB)
    04 - Moving Average Cross Over
    • 001 Part 1 Introduction to the Cross Over strategy and a worked example.mp4 (64.8 MB)
    • 001 Part 1 Introduction to the Cross Over strategy and a worked example_en.srt (12.6 KB)
    • 002 Part 2 Coding the Backtester - the Cross Over class.mp4 (72.1 MB)
    • 002 Part 2 Coding the Backtester - the Cross Over class_en.srt (13.9 KB)
    • 003 Part 3 Coding Backtester part 2- Handle Data.mp4 (201.4 MB)
    • 003 Part 3 Coding Backtester part 2- Handle Data_en.srt (29.2 KB)
    • 004 Part 4 Coding the Backtester part 3 - Backtest.mp4 (125.9 MB)
    • 004 Part 4 Coding the Backtester part 3 - Backtest_en.srt (18.7 KB)
    • 005 Part 5 Coding the Backtester part 4 - Get results.mp4 (170.1 MB)
    • 005 Part 5 Coding the Backtester part 4 - Get results_en.srt (23.5 KB)
    • 005 ma-cross-over.py (8.9 KB)
    • 006 Part 6 TSLA example.mp4 (218.2 MB)
    • 006 Part 6 TSLA example_en.srt (26.0 KB)
    • 006 TSLA-example.ipynb (1.3 MB)
    • 006 tsla-series.csv (25.1 KB)
    • 007 Part 7 Long term study on Russell 3000 Index vs SPY.mp4 (263.6 MB)
    • 007 Part 7 Long term study on Russell 3000 Index vs SPY_en.srt (27.7 KB)
    • 007 rs-tickers.txt (13.1 KB)
    • 007 russell-simulation-study.ipynb (21.1 KB)
    • 008 Part 8Long term study part 2.mp4 (43.7 MB)
    • 008 Part 8Long term study part 2_en.srt (5.1 KB)
    • 008 beat-spy.csv (10.2 KB)
    • 008 russell-simulation-study.ipynb (51.8 KB)
    • 009 Part 9 High vs Low volatile stocks in the Cross Over part 1.mp4 (236.9 MB)
    • 009 Part 9 High vs Low volatile stocks in the Cross Over part 1_en.srt (28.9 KB)
    • 010 Part 10 High vs Low volatile stocks part 2.mp4 (186.3 MB)
    • 010 Part 10 High vs Low volatile stocks part 2_en.srt (19.5 KB)
    • 010 high-beat-spy.csv (5.4 KB)
    • 010 high-low-cross-over.ipynb (79.6 KB)
    • 010 low-beat-spy.csv (1.8 KB)
    • 011 Discussions.pdf (23.6 KB)
    • 011 Part 11 Discussion topics.html (0.1 KB)
    • EODMETA.csv (12.7 MB)
      • __MACOSX
      • _EODMETA.csv (1.4 KB)
      05 - Pairs Trading
      • 001 Introduction to Pairs trading.mp4 (61.4 MB)
      • 001 Introduction to Pairs trading_en.srt (13.4 KB)
      • 001 intro-to-pairs-trading.pdf (267.6 KB)
      • 002 Set Up part 1.mp4 (190.9 MB)
      • 002 Set Up part 1_en.srt (20.1 KB)
      • 003 SET-UP.ipynb (41.2 KB)
      • 003 Set Up part 2.mp4 (119.0 MB)
      • 003 Set Up part 2_en.srt (16.3 KB)
      • 003 final-90.csv (2.6 MB)
      • 004 SET-UP.ipynb (231.1 KB)
      • 004 Worked Example.mp4 (131.9 MB)
      • 004 Worked Example_en.srt (14.8 KB)
      • 005 Orders class part 1.mp4 (164.2 MB)
      • 005 Orders class part 1_en.srt (17.0 KB)
      • 006 Orders class part 2.mp4 (182.2 MB)
      • 006 Orders class part 2_en.srt (16.2 KB)
      • 006 Orders.py (6.4 KB)
      • 007 Backtester class part 1.mp4 (117.8 MB)
      • 007 Backtester class part 1_en.srt (17.8 KB)
      • 008 Backtest.py (8.8 KB)
      • 008 Backtester class part 2.mp4 (51.6 MB)
      • 008 Backtester class part 2_en.srt (6.0 KB)
      • 009 Backtester class part 3.mp4 (276.6 MB)
      • 009 Backtester class part 3_en.srt (25.5 KB)
      • 010 Backtest.py (12.5 KB)
      • 010 Backtester class part 4.mp4 (280.5 MB)
      • 010 Backtester class part 4_en.srt (26.5 KB)
      • 010 Orders.py (6.4 KB)
      • 011 Large scale simulation part 1.mp4 (187.4 MB)
      • 011 Large scale simulation part 1_en.srt (28.5 KB)
      • 012 Large scale simulation part 2.mp4 (326.6 MB)
      • 012 Large scale simulation part 2_en.srt (37.6 KB)
      • 012 mass-simulation.ipynb (391.8 KB)
      • 013 Large scale simulation part 3.mp4 (47.8 MB)
      • 013 Large scale simulation part 3_en.srt (8.6 KB)
      • 013 Point-to-consider.pdf (62.5 KB)
      • 013 mass-simulation-regression-results.pdf (84.8 KB)
        • __MACOSX
        • _mass_simulation.csv (0.3 KB)
        • _sum_squares_90.csv (0.2 KB)
      • mass_simulation.csv (5.3 MB)
      • sum_squares_90.csv (15.0 MB)
        • 06 - Multi Testing
        • 001 Pairs trading and Holding SPY.mp4 (115.0 MB)
        • 001 Pairs trading and Holding SPY_en.srt (8.9 KB)
        • 001 multi-testing.py (12.3 KB)
        • 002 Crossing Over.mp4 (128.9 MB)
        • 002 Crossing Over_en.srt (13.2 KB)
        • 002 cross-over-backtest.py (7.0 KB)
        • 003 Corrections.html (0.2 KB)
        • 003 cross-over-backtest.py (7.0 KB)
        • 003 multi-testing.py (12.7 KB)
        • 004 Implementations.mp4 (150.4 MB)
        • 004 Implementations_en.srt (19.2 KB)
        • 004 implementations.ipynb (36.8 KB)
        07 - Take home assignment
        • 001 Pairs Trading.html (0.2 KB)
        • 001 dataset-instrument-A.csv (3.0 MB)
        • 001 dataset-instrument-B.csv (3.1 MB)
        • 001 take-home-assignment.ipynb (6.5 KB)
        • Bonus Resources.txt (0.4 KB)

Description

Backtest Quantitative Trading strategies from Scratch



https://FreeCryptoLearn.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 33 lectures (10h 21m) | Size: 4 GB

Building your own backtesters with a 20 year data set and large scale simulation studies

What you'll learn
Cointegration: Engle and Granger Approach
Creating your own backtesters in python
Covering Object Orientated Programming
Python packages: Pandas, Numpy, Scikit, Joblib, Matplotlib
Time Series
Quantitative trading
Moving Average Cross Over
Pairs trading
Stock Pipeline

Requirements
A curious mind will do. However, you need to be familiar with some of the elementary Python operations and OOP
Some background in mathematics or econometrics



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Udemy - Backtest Quantitative Trading strategies from Scratch

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4.3 GB
seeders:10
leechers:13
Udemy - Backtest Quantitative Trading strategies from Scratch

Torrent hash: 11F5AFB47B2BE53E5E0B9D83270E3C974B0389E8