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

Description

Machine Learning Optimization Using Genetic Algorithm is the name of a set of video tutorials in the field of data science and in the field of machine learning. What you will start learning specifically in this course is machine learning using genetic algorithms. Once you are familiar with the genetic algorithm, you will become familiar with hyper-parameters in machine learning. You will also learn how to optimize hyper parameters in this course.

On the other hand, by participating in this training course, you will bring the accuracy and predictive capabilities of the model closer to the best possible percentage. This will bring your performance closer to its maximum. You will also learn about various other concepts later in this course. For example, in this course you will learn how to optimize a neural network SVMs or MLPs in terms of performance. This course is recommended for those who are interested in machine learning and intend to learn performance optimization skills.

Items that will be taught in this course

Basic knowledge of genetic algorithms

Familiarity with hyper-parameters in machine learning and their use

Learn how to optimize the performance of your data

Learn skills to improve accuracy and predictive abilities

Familiarity with neural networks SVMs and MLPs

Machine Learning Optimization Course Specifications Using Genetic Algorithm

English language

Duration: 6 hours and 33 minutes

Number of courses: 57

Instructor: Curiosity for Data Science

File format: mp4

Course Titles 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 for Machine Learning Optimization Course 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)

Installation

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p

This tutorial was purchased by Downloadli with the participation of one of the users.

Changes:

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