Mql5 Machine Learning 01 - Neural Networks For Algo-Trading free download

Academy Udemy

Category:
Finances and Money

Views: 261
Likes: 3

Catalogue

Uploader:

oblivion

Upload Date:

1/2/2024 1:27:03 AM

To download click on link in the Links Table below

Description: Click to see full description

Published 12/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 5.41 GB | Duration: 8h 13m
A firm and steadfast introduction to Machine Learning and Neural network application in Algorithmic trading with MQL5

What you'll learn
Introduction to Data science
Introduction to Artificial intelligence
Introduction to Machine learning
Coding Neural networks in MQL5
Training Neural Networks in MQL5
Requirements
MQL5 Beginner knowledge
Description

Overview
Section 1: Overview of Machine learning
Lecture 1 Data science, Artificial intelligence and Machine learning
Lecture 2 Types of Machine learning
Lecture 3 Introduction to Neural Networks
Lecture 4 Feed Forward Neural Network Architecture
Section 2: Introduction to Neural Networks
Lecture 5 ForwardPass on a spreadsheet
Lecture 6 Mean squared error on a spread sheet
Lecture 7 Backward pass on a spread sheet
Lecture 8 Gradient descent on a spread sheet
Section 3: Vector and Matrix Datatypes
Lecture 9 Linear Algebra, Vectors and Matrices
Lecture 10 Declaring Matrices and Vectors
Lecture 11 Initializing Matrices and Vectors
Lecture 12 Copying Data into Matrices and Vectors
Lecture 13 Copying Timeseries Data into Matrices and Vectors
Lecture 14 Matrices and Vector Operations
Lecture 15 Manipulating Matrices
Section 4: Data Collection
Lecture 16 Neural Network Architecture
Lecture 17 General EA parameters
Lecture 18 Setting the Live calculation interval
Lecture 19 Creating Data Vessels
Lecture 20 Initializing Handles
Lecture 21 Collecting indicator Data
Lecture 22 Data Normalization
Lecture 23 Initializing Weights and Bias
Section 5: Forward Pass
Lecture 24 Converting Matrices to Vectors
Lecture 25 Converting Vectors to Matrices
Lecture 26 Neuron Calculations
Lecture 27 Forward Function
Section 6: Neural Network Training
Lecture 28 Searching for Patterns
Lecture 29 Removing an index from a Vector
Lecture 30 Removing Matrix Rows and Columns
Lecture 31 Confusion Matrix Declaration
Lecture 32 Populating the Confusion Matrix
Lecture 33 Model Accuracy and Precision
Lecture 34 Recall / Sensitivity Calculation
Lecture 35 Specificity calculation
Lecture 36 F1 Score calculation
Lecture 37 Support calculation
Lecture 38 Predictive Metrics averages
Lecture 39 Creating Data classes
Lecture 40 One Hot Encoding
Lecture 41 Loss Function Options
Lecture 42 Batch Forward Pass
Lecture 43 Back Propagation training
Lecture 44 Prediction Presentation
Lecture 45 Model Training
Section 7: Model Testing
Lecture 46 Displaying Probability Signals
Lecture 47 Visually testing the model
Lecture 48 Assignment
Section 8: Conclusion
Lecture 49 Conclusion
Anyone wishing to use machine learning in algorithmic trading

Links Table (Note: Download all parts and then extract file if below is multiple parts)

	Links	Download Link
3219201	Part	https://nitroflare.com/view/802C3AFFD04E207/sqlsw.Mql5.Machine.Learning.01.Neural.Networks.For.AlgoTrading.part1.rar
3219202	Part	https://nitroflare.com/view/E27723BDA0E71DE/sqlsw.Mql5.Machine.Learning.01.Neural.Networks.For.AlgoTrading.part2.rar
3219203	Part	https://nitroflare.com/view/508907D3599D6A5/sqlsw.Mql5.Machine.Learning.01.Neural.Networks.For.AlgoTrading.part3.rar
3219204	Part	https://nitroflare.com/view/4DA305F38A4F860/sqlsw.Mql5.Machine.Learning.01.Neural.Networks.For.AlgoTrading.part4.rar
3219205	Part	https://nitroflare.com/view/020AA35355E433E/sqlsw.Mql5.Machine.Learning.01.Neural.Networks.For.AlgoTrading.part5.rar
3219206	Part	https://nitroflare.com/view/499659A73878B93/sqlsw.Mql5.Machine.Learning.01.Neural.Networks.For.AlgoTrading.part6.rar

Tags: Algo-Trading Learning Machine Mql5 Networks Neural

Those who downloaded this book also downloaded the following books:
Comments

New comment:

Mql5 Machine Learning 01 - Neural Networks For Algo-Trading free download

Category: Finances and Money

Description: Click to see full description

Category:
Finances and Money