Udemy – Machine Learning Optimization Using Genetic Algorithm 2020-6/2020-8

Description

Optimizing Machine Learning Using Genetic Algorithm, name of machine learning data and science training video series. What are you in this course as a special start to learn, it will help you. machine learning using genetic algorithms can be. After that, you with genetic algorithms, you will be familiar with the hyper parameters of machine learning. You also how to optimize hyper settings also in this period for a good education you will see.

On the other hand, you attend this course, the accuracy and ability of the best percentage forecasting model can be close to you. This subject constitutes your efficiency in relation to the Max itself nearer. You too continue on this journey, with different concepts another one will be familiar to you. For example, in this course you will learn how an SVM or MLP neural network in terms of performance optimization please. This course is for people who are interested in machine learning and intend to learn the performance optimization skills to learn more. advised.

Cases in which the course is taught:

Familiarity with the basics and principles of genetic algorithms
Familiarity with machine learning hyperparameters and usage
Find out how to optimize the performance of your data
Learn skills to improve part accuracy and the ability to predict
Introduction to SVM and MLP Neural Networks
And…

The characteristics of Machine Learning, Optimization by Genetic Algorithm

French language
Duration Time: 6 hours and 33 minutes
Number of lessons: 57
Instructor: Curiosity for Data Science
File format: mp4

This course Optimizing Machine Learning Using a Genetic Algorithm

Course content
57 lectures 06:33:42

Introduction
7 lessons 31:21

Genetic algorithm
7 lessons 41:48

Database
2 lessons 01:57

Vector machine optimization support for a regression problem
28 lectures 03:56:37

Optimization of the Multilayer Perceptron Neural Network for a Regression Problem
7 lessons 46:30

Vector machine optimization support for a classification problem
1 conference 10:00

Feature selection using a genetic algorithm
3 lessons 15:47

BONUS OFFER!!
1 conference 00:24

Annex
1 conference 09:17

Prerequisites Machine Learning, Optimization Using Genetic Algorithms

Basic knowledge of machine learning
Basic knowledge of operations research and optimization – (not essential, but useful)
Basic Python programming skills – (not essential, but helpful)

Pictures

Optimizing machine learning using a genetic algorithm

sample movie

Installation guide

After extracting with the player, your custom view.

Subtitles: English

Quality: 720p

Changes:

The 2020/8 version has not changed in number of courses and time compared to 2020/6 and has not been updated.