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

Description

Machine Learning Optimization Using Genetic Algorithm, name of the training video series in the field of Science and data in the branch of machine learning can be. What it is that you are in this course as a special start to learn, it\’ll help. machine learning using genetic algorithms can be. After this you with genetic algorithms familiar figure, you with hyper parameters in machine learning will be familiar. You also how to optimize the hyper parameters also in this period to a good education, you\’ll see.

On the other hand you participate in this course, accuracy and the ability of the forecast model to the Best percent may be near you will. This topic makes up your efficiency to the Max herself closer geared. You also continue on this course, with different concepts another will be familiar. For example, you will in this course learn how a neural network SVMs or MLP in terms of performance optimization, please. This course is for those people who are interested in machine learning have been, and intend that the skills of performance optimization to learn more. recommended.

Cases in which the course is taught:

• Familiarity of basic and principles with genetic algorithms
• Familiarity with the hyper parameters in machine learning and use it
• Learn how to optimize the performance of your data
• Learning the skills to improve the part accuracy and the ability to forecast
• Introduction to neural networks SVMs and MLP
• And…

The characteristics of Machine Learning, Optimization Using Genetic Algorithm

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

This course Machine Learning Optimization Using Genetic Algorithm

Course content
57 lectures 06:33:42

Introduction
7 lectures 31:21

Genetic Algorithm
7 lectures 41:48

Dataset
2 lectures 01:57

Support Vector Machine Optimization for a Regression Problem
28 lectures 03:56:37

Multilayer Perceptron Neural Network Optimization for a Regression Problem
7 lectures 46:30

Support Vector Machine Optimization for a Classification Problem
1 lecture 10:00

Feature Selection Using Genetic Algorithm
3 lectures 15:47

BONUS OFFER!!
1 lecture 00:24

Appendix
1 lecture 09:17

Prerequisite courses Machine Learning, Optimization Using Genetic Algorithm

• Basic knowledge in Machine Learning
• Basic knowledge in Operations Research and Optimization – (not a must, but helpful)
• Basic programming skills in Python – (not a must, but helpful)

Images

Sample movie

Installation guide

After the Extract with the Player your custom view.

Subtitles: English

Quality: 720p

Changes:

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

Download link

Pay 4 Euro and Download

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File size

1.5 GB