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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

$750

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

$725

Probability and Statistics for Deep LearningDeep Learning is often called Statistical Learning and approached by many experts as statistical theory of the problem of the function estimation from a g...

Upcoming Start Dates:
Typically Offered: Fall, Spring

Practicum for Deep Neural NetworksCSE-41311

Units: 3.00

$725

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

Deep Learning Using TensorFlowCSE-41312

Units: 3.00

$725

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

Cloud Services for Machine LearningCSE-41331

Units: 3.00

$725

Cloud Services for Machine LearningMachine learning techniques are used to find valuable underlying patterns within complex data that we would otherwise struggle to discover. The hidden patterns and k...

Upcoming Start Dates:
Typically Offered: Winter, Summer

Principles of Machine Learning Engineering Bootcamp (US)CSE-41341

Units: 6.00

TBD

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

Natural Language ProcessingCSE-41344

Units: 3.00

$725

Natural Language ProcessingThe goal of Natural Language Processing (NLP) is to understand the semantics of text. Only when computers understand the real meaning of the text, can they take decisive act...

Upcoming Start Dates:
Typically Offered: Fall, Spring

Not required for certificate

Data Analytics Using PythonCSE-41204

Units: 3.00

$750

Data Analytics Using PythonIn this course, you will learn the rich set of tools, libraries, and packages that comprise the highly popular and practical Python data analysis ecosystem. This course is p...

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

Data Science with RCSE-41308

Units: 3.00

$725

Data Science with RData management and manipulation is an essential task for data scientists who deal with data on a day-to-day basis. In recent years, many R packages were developed to tackle a wide ...

Upcoming Start Dates:
Typically Offered: Fall, Spring

Advanced Business Intelligence: Introduction to Predictive AnalyticsCSE-41288

Units: 3.00

$725

Advanced Business Intelligence: Introduction to Predictive Analytics This course introduces the predictive modeling process and basics of predictive analytics for business applications, including hand...

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

Bilyana Aleksic

Consultant

An Chan

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.