Udemy – Machine Learning Optimization with Genetic Algorithms 2020-6/2020-8 – Download

explanation

It can be said to be a series of educational videos in the scientific field of machine learning optimization using genetic algorithms and data in the field of machine learning. If you join this course you will benefit from a special learning start. Machine learning using genetic algorithms is possible. After this you will use the familiar picture of genetic algorithms and become familiar with hyperparameters in machine learning. You will also learn how to optimize hyperparameters during this period, which will give you a good education.

On the other hand, if you participate in this process, the accuracy and power of the prediction model for the highest rates may be closer to you. This topic brings efficiency closer to Max itself. You will also become familiar with other concepts as you continue through this course. For example, in this course you will learn about neural networks SVM or MLP in terms of performance optimization. This course is for people who are interested in machine learning and want to learn more about performance optimization techniques. I recommend it.

If you are teaching a course:

Familiarity with the basics and principles of genetic algorithms
Familiarity with and use of hyperparameters in machine learning
Learn how to optimize data performance
Learn techniques to improve part accuracy and predictability
Introduction to Neural Networks SVM and MLP
and…

Characteristics of machine learning, optimization using genetic algorithm

Language: English
Duration: 6 hours 33 minutes
Number of classes: 57
Instructor: Curiosity about Data Science
File format: mp4

This course is a machine learning optimization course using genetic algorithms.

Course content
57 lectures 06:33:42

introduction
7 lectures 31:21

genetic algorithm
7 lectures 41:48

data set
2 lectures 01:57

Support vector machine optimization for regression problems
28 lectures 03:56:37

Optimizing multilayer perceptron neural networks for regression problems
7 lectures 46:30

Support vector machine optimization for classification problems
Lecture 1 10:00

Feature selection using genetic algorithm
3 lectures 15:47

Bonus offer!!
Lecture 1 00:24

Appendix
Lesson 1 09:17

Prerequisite: machine learning, optimization using genetic algorithm

Basic knowledge of machine learning
Basic knowledge of Operations Research and Optimization – (not required, but helpful)
Basic programming skills in Python – (not required, but helpful)

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Machine learning optimization using genetic algorithm

sample video

installation manual

Custom view after extraction to player.

Subtitles: English

Quality: 720p

Changes:

Version 2020/8 has no changes or updates to the number of courses and times compared to 2020/6.