Optimization problems and algorithms free download

This is an introductory course to the stochastic optimization problems and algorithms as the basics sub-fields in Artificial Intelligence . We will cover the most fundamental concepts in the field of optimization including metaheuristics and swarm intelligence . Particle Swarm Optimization will be the main algorithm, which is a search method that can be easily applied to different applications including Machine Learning, Data Science, Neural Networks, and Deep Learning . By the end of this course, you will be able to identify and implement the main components of an optimization problem . Most of the lectures come with coding videos, the step-by-step process of implementing the optimization algorithms or problems are presented .

What you’ll learn in Optimization troubles and also formulas

  1. Identify, comprehend, develop, as well as address optimization problems
  2. Recognize the ideas of stochastic optimization formulas
  3. Analyse as well as adapt modern optimization algorithms

Description

This is an introductory program to the stochastic optimization problems as well as formulas as the basics sub-fields in Artificial Intelligence. We will certainly cover one of the most fundamental concepts in the field of optimization consisting of metaheuristics as well as throng knowledge. By the end of this course, you will have the ability to recognize and carry out the primary components of an optimization problem. Optimization problems are various, yet there have primarily comparable difficulties and problems such as restrictions, several purposes, distinct variables, and also sounds. This course will reveal you just how to tackle each of these troubles. A lot of the lectures come with coding video clips. In such video clips, the step-by-step procedure of carrying out the optimization algorithms or problems exist. We have additionally a variety of quizzes as well as workouts to practice the academic understanding covered in the talks.

Particle Flock Optimization will certainly be the major formula, which is a search method that can be quickly applied to various applications consisting of Artificial intelligence, Data Scientific Research, Neural Networks, as well as Deep Understanding.
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Who this course is for:

  • Anyone who wants to learn optimization
  • Anyone who wants to solve an optimization problem
File Name :Optimization problems and algorithms free download
Content Source:udemy
Genre / Category:Personal Development
File Size :2.55 gb
Publisher :Seyedali Mirjalili
Updated and Published:03 Mar,2022

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File name: Optimization-problems-and-algorithms.rar
File Size:2.55 gb
Course duration:4 hours
Instructor Name:Seyedali Mirjalili
Language:English
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