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Machine Learning Certificate

 

 About the course  

The Machine Learning Certificate consists of a series of courses that cover the theoretical foundations and the techniques most frequently used in practical artificial intelligence systems.

Our courses are designed to give you a theoretical basis that will give you a broad understanding of how machine learning systems work, while simultaneously equipping you with a set of practical tools that will allow you to apply it professionally.

 

 Courses 

-This series of courses will offer you the opportunity to learn the fundamentals of machine learning and specializations in specific areas of applications.
-The “Fundamentals of Machine Learning” and “Deep Learning” courses serve as an introduction to the basic core of the program and should be taken by all students.
-The “Unsupervised Machine Learning” and “Natural Language Processing” courses can be taken after “Fundamentals of Machine Learning” and “Deep Learning” are completed.
-"Reinforcement Learning” and “Image Generation and Classification” can be taken after “Unsupervised Machine Learning” is completed.
-All courses must be completed in order to obtain the Machine Learning Certificate. Each course awards an individual certificate and continuing education units (CEU).
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This course is aimed at professionals and students in technical fields who aspire to become cybersecurity professionals. These participants can identify with profiles 2 and 3 (university and technical) of the 2-3-1-20-5 convocation.

-All participants be proficient in English, and have obtained a grade of at least A2 on the free test https://www.examenglish.com/leveltest/index.php

-Python programming

-Linear algebra

-Laptop with at least 8 GB of RAM

Some courses may have additional requirements.

 Logistics  

-The courses will consist of four online meetings, 3 hours each. During each session, the instructor will make demonstrations and the students will perform short practices. All students must have their own computer with the required programs. 
-Classes will be taught online through Zoom for Education or MS Teams. Attendance is mandatory.

-Class size will range from 20 to 40 students. Meetings will be held on Wednesday afternoons. Details are available in the syllabus for each class.

-All courses are taught by Dr. Juan Carlos Rojas.

 

 
 
 Machine Learning Certificate
The following 5 online courses make up the certificate
 
 

 

 

 

 

For more information

Contact us here