Lecture 1 | Convex Optimization | Introduction by Dr. Ahmad Bazzi

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In Lecture 1 of this course on convex optimization, we will talk about the following points:

00:00 Outline
05:30 What is Optimization?
12:13 Examples
19:20 Factors
24:00 Reliable/Efficient Problems
37:39 Goals & Topics of this Course
39:36 Brief History
45:00 References

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References:
[1] Boyd, Stephen, and Lieven Vandenberghe. Convex optimization. Cambridge university press, 2004.
[2] Nesterov, Yurii. Introductory lectures on convex optimization: A basic course. Vol. 87. Springer Science & Business Media, 2013.
Reference no. 3:
[3] Ben-Tal, Ahron, and Arkadi Nemirovski. Lectures on modern convex optimization: analysis, algorithms, and engineering applications. Vol. 2. Siam, 2001.

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Instructor: Dr. Ahmad Bazzi

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Credits:

#ConvexOptimization #Convex #Introduction

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👌👏👏👏👏👏👏👏👏👏👏👏👏👏 this is a great methodology, it is a mix of old school and new media, but what really makes this awesome is the professor's attitude and charisma.

kaileemckenzie

You have been long gone for so long. Please continue this useful series of lectures.

laxmanmoolya

a mind blowing video, I am glad to find this course that starts from the scratch. I needed this badly since I am required to deal with the convex optimization. Carry on and keep up the good work.

elnourazhari

This is excellent. Only wished had found it 30 years ago.

jeanninegiusti

Amazing videos, You are genius. Can you make few tutorials about CVX? and how to use CVX to solve convex problems?

aliakberk

Dr Ahmad Bazzi is simply remarkable. So profound in his style of teaching, meticulous in thoughts and articulate in his wisodom in explaining well. It's simple rare to see an amazing introduction with ease... I'm simply blown away by his introduction and makes convex optimization so simple . A must to read for all students who wish to learn on optimization's difficult principle.

SupraManiam

Oh, wow!! I'm only two minutes in and I already feel confident that I will learn a lot from this video -- solely on the basis of the intelligent presentation!!

jenncampbell

This professor is the best on YouTube.

justefe

It take me long time to search for good video like this. keep going on. please use MATLAB

عبدالوهابفوزى-ثط

thank you so much for this course. Clean slides and excellent presentation and content. It's the most useful course on convex optimization on the internet for beginners.

amberxv

This are interesting lectures, and please you should used Python as well.

MahJohn

Sir, please provide the OneNote notes for this whole series.

yashchauhan

I am so glad to find your video.
Thanks in advance.
Lee from s.korea ^^

jaylee

What are some common applications of convex optimization in engineering and science, and how does it improve efficiency and accuracy?

pugbozgur

this vedio couldn't come at a better time for me... thank you

ruthsindie

thank you so much teacher ❤ I am a Sudanese, I am studying Master of Telecommunications in CQUPT-
China

Moatssim

Thank you for brief explanation in your tutorial. i would like to ask please share convex optimization using ADMM and CVXPY am new to this optimization techniques?

kiyameribo

it looks a good course
but I have a question because I searching for NonLinear Programming Course
is convex optimization the same as NonLinear Programming or what ?
is the following topics are explained in this course
1-Graphical solution for NLPP
2-khun tucker saddle point
3-khun tucker condition
4-wolf's algorithms
5-Newton's method
6-Bisection Method
7- Geometric Programming (constrained and unconstrained)
if they are explained here I want to know where

AhmedKhaled-kdce

What are the advantages of using convex optimization over other optimization techniques in machine learning and data science?

emirr

What is convex optimization, and how is it different from other optimization techniques?

kadirturhan

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