Udemy – Optimizing Machine Learning Using Genetic Algorithms 2020-6/2020-8 – Downloadly
Description
“Machine Learning Optimization Using Genetic Algorithm” can be the name of the training video series in the field of machine learning science and data. What it is that you will learn in this course as a special beginning, it will help you. Machine learning using genetic algorithms can be. After you are familiar with genetic algorithms, you will be familiar with hyperparameters in machine learning. You will also see how you can optimize the hyperparameters for good training even during this period.
On the other hand, you can take this course and expect the accuracy and capability of the forecasting model to work for you. This topic is intended to align your efficiency closer to the Max itself. You will also continue this course where other concepts will be familiar with others. For example, in this course you will learn how a neural network can leverage SVMs or MLP for performance optimization. This course is intended for people who have become interested in machine learning and intend to further learn the skills of performance optimization. recommended.
Cases in which the course is taught:
- Familiarity with the fundamentals and principles of genetic algorithms
- Familiarity with hyperparameters in machine learning and their use
- Learn how to optimize the performance of your data
- Learn the skills to improve part accuracy and forecasting ability
- Introduction to neural networks SVMs and MLP
- And…
The characteristics of machine learning, optimization using genetic algorithms
- Language: English
- Duration: 6 hours and 33 minutes
- Number of lessons: 57
- Lecturer: Curiosity about data science
- File format: mp4
This course covers optimizing machine learning using genetic algorithms
Course content
57 lectures 06:33:42
introduction
7 lectures 31:21
Genetic algorithm
7 lectures 41:48
record
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 a genetic algorithm
3 lectures 3:47 p.m
BONUS OFFER!!
1 lecture 00:24
Attachment
1 lecture 09:17
Preparatory courses: Machine learning, optimization using genetic algorithms
- Basic knowledge of machine learning
- Basic knowledge of operations research and optimization – (not a must, but helpful)
- Basic programming knowledge in Python – (not a must, but helpful)
Pictures
Example film
installation Guide
After extracting with the player you will get your custom view.
Subtitles: English
Quality: 720p
Changes:
The 2020/8 version has not changed in the number of courses or in time compared to 2020/6 and has not been updated.
Download link
Every question and every problem, Contact us
Password file(s): free software
File size
1.5GB