[ FreeCryptoLearn.com ] Udemy - Backtest Quantitative Trading strategies from Scratch

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4.3 GB

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Files

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01/27/22 at 8:24pm GMT+1

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Description

[ FreeCourseWeb.com ] Backtest Quantitative Trading strategies from Scratch

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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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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...

File list

[ FreeCryptoLearn.com ] Udemy - Backtest Quantitative Trading strategies from Scratch
~Get Your Files Here !/01 - Introduction/001 Introduction-slides.pdf 66.1 KB
~Get Your Files Here !/01 - Introduction/001 Introduction.mp4 21.9 MB
~Get Your Files Here !/01 - Introduction/001 Introduction_en.srt 4.1 KB
~Get Your Files Here !/01 - Introduction/001 Time-Series-reader.pdf 647.2 KB
~Get Your Files Here !/02 - Data/001 Data.mp4 32.1 MB
~Get Your Files Here !/02 - Data/001 Data_en.srt 4.9 KB
~Get Your Files Here !/02 - Data/001 link-to-data-and-meta.rtf 456 B
~Get Your Files Here !/03 - The pipeline class/001 pipeline.ipynb 117.5 KB
~Get Your Files Here !/03 - The pipeline class/001 the pipeline class.mp4 119.3 MB
~Get Your Files Here !/03 - The pipeline class/001 the pipeline class_en.srt 18.3 KB
~Get Your Files Here !/03 - The pipeline class/002 lecture pipeline class.mp4 85.3 MB
~Get Your Files Here !/03 - The pipeline class/002 lecture pipeline class_en.srt 20.1 KB
~Get Your Files Here !/03 - The pipeline class/002 pipe-line.py 1.3 KB
~Get Your Files Here !/04 - Moving Average Cross Over/001 Part 1 Introduction to the Cross Over strategy and a worked example.mp4 64.8 MB
~Get Your Files Here !/04 - Moving Average Cross Over/001 Part 1 Introduction to the Cross Over strategy and a worked example_en.srt 12.6 KB
~Get Your Files Here !/04 - Moving Average Cross Over/002 Part 2 Coding the Backtester - the Cross Over class.mp4 72.1 MB
~Get Your Files Here !/04 - Moving Average Cross Over/002 Part 2 Coding the Backtester - the Cross Over class_en.srt 13.9 KB
~Get Your Files Here !/04 - Moving Average Cross Over/003 Part 3 Coding Backtester part 2- Handle Data.mp4 201.4 MB
~Get Your Files Here !/04 - Moving Average Cross Over/003 Part 3 Coding Backtester part 2- Handle Data_en.srt 29.2 KB
~Get Your Files Here !/04 - Moving Average Cross Over/004 Part 4 Coding the Backtester part 3 - Backtest.mp4 125.9 MB
~Get Your Files Here !/04 - Moving Average Cross Over/004 Part 4 Coding the Backtester part 3 - Backtest_en.srt 18.7 KB
~Get Your Files Here !/04 - Moving Average Cross Over/005 ma-cross-over.py 8.9 KB
~Get Your Files Here !/04 - Moving Average Cross Over/005 Part 5 Coding the Backtester part 4 - Get results.mp4 170.1 MB
~Get Your Files Here !/04 - Moving Average Cross Over/005 Part 5 Coding the Backtester part 4 - Get results_en.srt 23.5 KB
~Get Your Files Here !/04 - Moving Average Cross Over/006 Part 6 TSLA example.mp4 218.2 MB
~Get Your Files Here !/04 - Moving Average Cross Over/006 Part 6 TSLA example_en.srt 26 KB
~Get Your Files Here !/04 - Moving Average Cross Over/006 TSLA-example.ipynb 1.3 MB
~Get Your Files Here !/04 - Moving Average Cross Over/006 tsla-series.csv 25.1 KB
~Get Your Files Here !/04 - Moving Average Cross Over/007 Part 7 Long term study on Russell 3000 Index vs SPY.mp4 263.6 MB
~Get Your Files Here !/04 - Moving Average Cross Over/007 Part 7 Long term study on Russell 3000 Index vs SPY_en.srt 27.7 KB
~Get Your Files Here !/04 - Moving Average Cross Over/007 rs-tickers.txt 13.1 KB
~Get Your Files Here !/04 - Moving Average Cross Over/007 russell-simulation-study.ipynb 21.1 KB
~Get Your Files Here !/04 - Moving Average Cross Over/008 beat-spy.csv 10.2 KB
~Get Your Files Here !/04 - Moving Average Cross Over/008 Part 8Long term study part 2.mp4 43.7 MB
~Get Your Files Here !/04 - Moving Average Cross Over/008 Part 8Long term study part 2_en.srt 5.1 KB
~Get Your Files Here !/04 - Moving Average Cross Over/008 russell-simulation-study.ipynb 51.8 KB
~Get Your Files Here !/04 - Moving Average Cross Over/009 Part 9 High vs Low volatile stocks in the Cross Over part 1.mp4 236.9 MB
~Get Your Files Here !/04 - Moving Average Cross Over/009 Part 9 High vs Low volatile stocks in the Cross Over part 1_en.srt 28.9 KB
~Get Your Files Here !/04 - Moving Average Cross Over/010 high-beat-spy.csv 5.4 KB
~Get Your Files Here !/04 - Moving Average Cross Over/010 high-low-cross-over.ipynb 79.6 KB
~Get Your Files Here !/04 - Moving Average Cross Over/010 low-beat-spy.csv 1.8 KB
~Get Your Files Here !/04 - Moving Average Cross Over/010 Part 10 High vs Low volatile stocks part 2.mp4 186.3 MB
~Get Your Files Here !/04 - Moving Average Cross Over/010 Part 10 High vs Low volatile stocks part 2_en.srt 19.5 KB
~Get Your Files Here !/04 - Moving Average Cross Over/011 Discussions.pdf 23.6 KB
~Get Your Files Here !/04 - Moving Average Cross Over/011 Part 11 Discussion topics.html 111 B
~Get Your Files Here !/04 - Moving Average Cross Over/EODMETA.csv 12.7 MB
~Get Your Files Here !/04 - Moving Average Cross Over/__MACOSX/_EODMETA.csv 1.4 KB
~Get Your Files Here !/05 - Pairs Trading/001 intro-to-pairs-trading.pdf 267.6 KB
~Get Your Files Here !/05 - Pairs Trading/001 Introduction to Pairs trading.mp4 61.4 MB
~Get Your Files Here !/05 - Pairs Trading/001 Introduction to Pairs trading_en.srt 13.4 KB
~Get Your Files Here !/05 - Pairs Trading/002 Set Up part 1.mp4 190.9 MB
~Get Your Files Here !/05 - Pairs Trading/002 Set Up part 1_en.srt 20.1 KB
~Get Your Files Here !/05 - Pairs Trading/003 final-90.csv 2.6 MB
~Get Your Files Here !/05 - Pairs Trading/003 Set Up part 2.mp4 119 MB
~Get Your Files Here !/05 - Pairs Trading/003 Set Up part 2_en.srt 16.3 KB
~Get Your Files Here !/05 - Pairs Trading/003 SET-UP.ipynb 41.2 KB
~Get Your Files Here !/05 - Pairs Trading/004 SET-UP.ipynb 231.1 KB
~Get Your Files Here !/05 - Pairs Trading/004 Worked Example.mp4 131.9 MB
~Get Your Files Here !/05 - Pairs Trading/004 Worked Example_en.srt 14.8 KB
~Get Your Files Here !/05 - Pairs Trading/005 Orders class part 1.mp4 164.2 MB
~Get Your Files Here !/05 - Pairs Trading/005 Orders class part 1_en.srt 17 KB
~Get Your Files Here !/05 - Pairs Trading/006 Orders class part 2.mp4 182.2 MB
~Get Your Files Here !/05 - Pairs Trading/006 Orders class part 2_en.srt 16.2 KB
~Get Your Files Here !/05 - Pairs Trading/006 Orders.py 6.4 KB
~Get Your Files Here !/05 - Pairs Trading/007 Backtester class part 1.mp4 117.8 MB
~Get Your Files Here !/05 - Pairs Trading/007 Backtester class part 1_en.srt 17.8 KB
~Get Your Files Here !/05 - Pairs Trading/008 Backtest.py 8.8 KB
~Get Your Files Here !/05 - Pairs Trading/008 Backtester class part 2.mp4 51.6 MB
~Get Your Files Here !/05 - Pairs Trading/008 Backtester class part 2_en.srt 6 KB
~Get Your Files Here !/05 - Pairs Trading/009 Backtester class part 3.mp4 276.6 MB
~Get Your Files Here !/05 - Pairs Trading/009 Backtester class part 3_en.srt 25.5 KB
~Get Your Files Here !/05 - Pairs Trading/010 Backtest.py 12.5 KB
~Get Your Files Here !/05 - Pairs Trading/010 Backtester class part 4.mp4 280.5 MB
~Get Your Files Here !/05 - Pairs Trading/010 Backtester class part 4_en.srt 26.5 KB
~Get Your Files Here !/05 - Pairs Trading/010 Orders.py 6.4 KB
~Get Your Files Here !/05 - Pairs Trading/011 Large scale simulation part 1.mp4 187.4 MB
~Get Your Files Here !/05 - Pairs Trading/011 Large scale simulation part 1_en.srt 28.5 KB
~Get Your Files Here !/05 - Pairs Trading/012 Large scale simulation part 2.mp4 326.6 MB
~Get Your Files Here !/05 - Pairs Trading/012 Large scale simulation part 2_en.srt 37.6 KB
~Get Your Files Here !/05 - Pairs Trading/012 mass-simulation.ipynb 391.8 KB
~Get Your Files Here !/05 - Pairs Trading/013 Large scale simulation part 3.mp4 47.8 MB
~Get Your Files Here !/05 - Pairs Trading/013 Large scale simulation part 3_en.srt 8.6 KB
~Get Your Files Here !/05 - Pairs Trading/013 mass-simulation-regression-results.pdf 84.8 KB
~Get Your Files Here !/05 - Pairs Trading/013 Point-to-consider.pdf 62.5 KB
~Get Your Files Here !/05 - Pairs Trading/mass_simulation.csv 5.3 MB
~Get Your Files Here !/05 - Pairs Trading/sum_squares_90.csv 15 MB
~Get Your Files Here !/05 - Pairs Trading/__MACOSX/_mass_simulation.csv 333 B
~Get Your Files Here !/05 - Pairs Trading/__MACOSX/_sum_squares_90.csv 220 B
~Get Your Files Here !/06 - Multi Testing/001 multi-testing.py 12.3 KB
~Get Your Files Here !/06 - Multi Testing/001 Pairs trading and Holding SPY.mp4 115 MB
~Get Your Files Here !/06 - Multi Testing/001 Pairs trading and Holding SPY_en.srt 8.9 KB
~Get Your Files Here !/06 - Multi Testing/002 cross-over-backtest.py 7 KB
~Get Your Files Here !/06 - Multi Testing/002 Crossing Over.mp4 128.9 MB
~Get Your Files Here !/06 - Multi Testing/002 Crossing Over_en.srt 13.2 KB
~Get Your Files Here !/06 - Multi Testing/003 Corrections.html 235 B
~Get Your Files Here !/06 - Multi Testing/003 cross-over-backtest.py 7 KB
~Get Your Files Here !/06 - Multi Testing/003 multi-testing.py 12.7 KB
~Get Your Files Here !/06 - Multi Testing/004 Implementations.mp4 150.4 MB