Machine Learning Classification Algorithms using MATLAB هذه الدورة تدرس باللغة الإنجليزية

تفاصيل الدورة

This course is for you If you are being fascinated by the field ofMachine Learning?

Basic Course Description

This course is designed to cover one of the most interesting areas of machine learning called classification. I will take you step-by-step in this course and will first cover the basics of MATLAB. Following that we will look into the details of how to use different machine learning algorithms using MATLAB. Specifically, we will be looking at the MATLAB toolbox called statistic andmachine learning toolbox.We will implement some of the most commonly used classification algorithms such as K-Nearest Neighbor, Naive Bayes, Discriminant Analysis, Decision Tress, Support Vector Machines, Error Correcting Ouput Codes and Ensembles. Following that we will be looking at how to cross validate these models and how to evaluate their performances. Intuition into theclassification algorithms is also includedso that a person with no mathematical background can still comprehend the esesential ideas. The following are the course outlines.

Sgement 1: Instructor and Course Introduction

Segment 2: MATLAB Crash Course

Segment 3: Grabbing and Importing Dataset

Segment 4: K-Nearest Neighbor

Segment 5: Naive Bayes

Segment 6: Decision Trees

Segment 7: Discriminant Analysis

Segment 8: Support Vector Machines

Segment 9: Error Correcting Ouput Codes

Segment 10:Classification withEnsembles

Segment 11: Validation Methods

Segment 12: Evaluating Performance

At the end of this course,

• You can confidently implement machine learning algorithms using MATLAB.
• You can perform meaningful analysis on the data.

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Student Testimonials!

This is the second Udemy class on Matlab I've taken. Already, a couple important concepts have been discussed that weren't discussed in the previous course. I'm glad the instructor is comparing Matlab to Excel, which is the tool I've been using and have been frustrated with. This course is a little more advanced than the previous course I took. As an engineer, I'm delighted it covers complex numbers, derivatives, and integrals. I'm also glad it covers the GUI creation. None of those topics were covered in the more basic introduction I first took.

Jeff Philips

This course is really good for a beginner. It will help you to start from ground up and move on to more complicated areas. Though it does not cover Matlab toolboxes etc, it is still a great basic introduction for the platform. I do recommend getting yourself enrolled for this course.Excellent course and instructor. You learn all the fundamentals of using MATLAB.

Lakmal Weerasinghe

Great information and not talking too much, basically he is very concise and so you cover a good amount of content quickly and without getting fed up!

Oamar Kanji

The course is amazing and covers so much. I love the updates. Course delivers more then advertised. Thank you!

Josh Nicassio

Student Testimonials! who are also instructors in the MATLAB category

"Concepts are explained very well, Keep it up Sir...!!!"

Engr Muhammad Absar Ul Haq instructor of course "Matlab keystone skills for Mathematics (Matrices & Arrays)"

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Your Benefits and Advantages:

• You receiveknowledge from a Ph.D. in Computer science (machine learning)with over 10 years of teaching and reaserch experience, In addition to15 years of programmingexperience and another decade of experience in using MATLAB.
• The instructor has6 courses on udemy on MATLABincluding abest seller course.
• The overall rating in these courses are (4.5/5)
• If you do not find the course useful, you are covered with30 day money back guarantee, full refund, no questions asked!
• You havelifetime access to the course.
• You haveinstant and free access to any updatesi add to the course.
• You have access to allQuestions anddiscussionsinitiated by other students.
• You will receivemy supportregarding any issues related to the course.
• Check out the curriculum andFreely available lecturesfor a quick insight.

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It's time to takeAction!

Click the "Take This Course" button at the top right now!

...Time is limited andEvery second of every day is valuable...

I am excited to see youin the course!

Best Regrads,

Dr. Nouman Azam

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