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Machine Learning Methods

Specialized Certificate

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About the Machine Learning Methods Program

Courses

Delivery Method
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  • Live Online
  • In-Person
  • Online
  • Hybrid
  • Number of courses: Three (one required class and two electives)
  • Total units: Nine

Linear Algebra for Machine LearningCSE-41287

Units: 3.00

$775

Linear Algebra for Machine LearningLinear algebra provides a mathematical framework for organizing information and then using that information to solve problems, especially physics, math, engineering,...

Upcoming Start Dates:
Typically Offered: Fall, Winter, Spring, Summer

Complete six (6) units

Probability and Statistics for Deep LearningCSE-41305

Units: 3.00

$775

Probability and Statistics for Deep LearningDeep Learning is often called Statistical Learning and approached by many experts as statistical theory of the problem to find the best model/function app...

Upcoming Start Dates:
Typically Offered: Fall, Spring

Intuitive Learning of Quantum ComputingCSE-41343

Units: 3.00

$775

Intuitive Learning of Quantum Computing This course provides the end-to-end description from quantum phenomena to quantum computing hardware, software, and algorithms to hands-on use of IBM Q systems....

Upcoming Start Dates:
Typically Offered: Fall, Winter

Natural Language ProcessingCSE-41344

Units: 3.00

$745

The main goal of Natural Language Processing (NLP) is to comprehend the meaning of text semantics. Currently, there are two distinct approaches to NLP. In the first approach, the fundamental mathemati...

Upcoming Start Dates:
Typically Offered: Fall, Spring

Practicum for Deep Neural NetworksCSE-41311

Units: 3.00

$775

Practicum for Deep Neural NetworksIn the last decade, Neural Networks (NN) have attracted a lot of research due to their immense application potential. Breakthroughs of Deep Learning in image classifi...

Upcoming Start Dates:
Typically Offered: Winter, Summer

Introduction to Deep Learning for Computer VisionCSE-41388

Units: 3.00

$745

Deep Learning is a layered version of Machine Learning that began in the 1980s with Image Processing Engineering and the popular Computer Vision (CV) application. Teaching computer programs to see an...

Upcoming Start Dates:
Typically Offered: Winter, Summer

Deep Learning Using TensorFlowCSE-41312

Units: 3.00

$745

Deep Learning Using TensorFlowDeep Learning is a branch of Artificial Intelligence (AI) that is based on the architecture of Neural Networks. When the number of hidden layers in a neural network is ex...

Upcoming Start Dates:
Typically Offered: Fall, Spring
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Conditions for Admission

Although open to all adult learners, UC San Diego Extension programs are designed to best serve college-prepared working professionals. Where program capacity is limited, applicants with this profile will receive preference for admission.

Certificate Guidelines

You may enroll in the certificate program at any time. However, it is recommended that you enroll as soon as possible. The program curriculum may be updated at any time; if certificate requirements change, you must adhere to the curriculum at the time of your enrollment into the certificate.

EDC Preferred Provider

The San Diego Regional EDC's Advancing San Diego program is designed to address talent shortages in STEM positions. Students of our program will be eligible for fully-funded internships at San Diego small companies. Learn more about the program by visiting AdvancingSD.com.

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Advisory Board

An Chan, Dr.

Qualcomm

Alfonso Limon, Dr.

Liaison of Research and Development

Oneirix

Borislav Ristic

Consultant

Pranesh Sinah

Qualcomm

Jose Upingo

Consultant

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This certificate requires an application before taking any courses. There will be a $0 fee to apply to this program. Students will also be required to pay a $95 certificate fee upon enrollment into the program after acceptance. View the complete Certificate Registration and Candidacy Guidelines.