Virtual course of: Udemy |
This is an introductory course to stochastic optimization problems and algorithms as basic subfields of Artificial Intelligence.
We will cover the most fundamental concepts in the field of optimization, including metaheuristics and swarm intelligence.
At the end of this course, you will be able to identify and implement the main components of an optimization problem.
Optimization problems are different, but they mostly have similar challenges and difficulties, such as constraints, multiple objectives, discrete variables, and noise.
This course will show you how to tackle each of these difficulties.
Most of the conferences come with coding videos.
In such videos, the step-by-step process of implementing the algorithms or optimization problems is presented.
We also have a series of quizzes and exercises to practice the theoretical knowledge covered in the lectures.
Here is the list of topics covered: History of optimization Optimization problems Single objective optimization algorithms Particle swarm optimization Optimization of problems with constraints Optimization of problems with binary and/or discrete variables Optimization of problems with multiple objectives Optimization of problems with uncertainties 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.
I am proud of over 200 5-star reviews.
Some of the reviews are as follows: David said "This course is one of the best online courses I have ever taken.
The instructor did an excellent job of carefully preparing the contents, slides, videos and explains the complicated code in a very careful way.
I hope that the instructor can develop many more courses to enrich the society.
Thank you! "Khaled said, "Dr.
Seyedali is one of the best instructors I have had the privilege to take a course with.
The course was straight to the point and the lessons are easy to understand and comprehensive.
It is very useful during and outside the course.
I really recommend this course to everyone who wants to learn PSO optimization or who wants to improve their optimization knowledge.
good luck to all and THANK YOU Dr.
Seedali."
Biswajit said: "This course has been really very useful for me as I frequently have to deal with optimization.
The most outstanding feature of the course is the emphasis given to the coding and visualization of results.
Additionally, the support provided by Dr.
Seyedali through personal interaction is top notch.
Boumaza said: "Good course from Dr.
Seyedali Mirjalili.
It gives us a clear picture of the algorithms used in optimization.
It covers technical and practical aspects of optimization.
Step by step and a very practical approach to optimization through proper and detailed explanation.
Topics, highly recommended course You really help me a lot.
I hope that one day I will be one of the players in this exciting field! Thanks to Dr.
Seyedali Mirjalili.
"Join over 1000 students and start your optimization journey with us.
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