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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: Four (two required and two elective courses)
  • Total units: Twelve

Introduction to ProgrammingCSE-40028

Units: 3.00

$725

Obtain the foundational skills needed to begin your goal of becoming a programmer.This course introduces first-time programmers to basic programming techniques and principles using the popular Python ...

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

Introduction to StatisticsCSE-41069

Units: 3.00

$725

Introduction to StatisticsStatistics encompasses the collection, analysis, and interpretation of data and provides a framework for thinking about data in a rigorous fashion. Statistics is used in many...

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

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

Fundamentals of Data ScienceCSE-41258

Units: 3.00

$725

Fundamentals of Data ScienceAn ever-increasing volume of research and industry data is being collected on a daily basis. Skilled data scientists are needed to process and filter the data, to detect ne...

Upcoming Start Dates:
Typically Offered: Fall, Spring

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 approximatio...

Upcoming Start Dates:
Typically Offered: Fall, Spring

Practicum for Deep Neural NetworksCSE-41311

Units: 3.00

$775

Practicum for Deep Neural NetworksDeep Neural Networks (DNN) have revolutionized the field of artificial intelligence over the past decade, driving significant advancements in state of the art AI te...

Upcoming Start Dates:
Typically Offered: Winter, Summer

Deep Learning Using TensorFlowCSE-41312

Units: 3.00

$775

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

Upcoming Start Dates:
Typically Offered: Fall, Spring

No-Code AI ToolkitCSE-41403

Units: 3.00

$775

Unlock the power of AI and ML without coding Empowering you to shape the future, ethically and innovatively.Explore the foundational principles of artificial intelligence (AI) and machine learning (...

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

Responsible AI: Transparency, Accountability, Explainability and PrivacyCSE-41402

Units: 3.00

$775

Responsible AI: Ethical Implications and Societal ImpactDive into the ethical, social, and political dimensions of artificial intelligence (AI) with our Responsible AI course. Explore how AI technolog...

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

Artificial Intelligence for FinanceCSE-41349

Units: 3.00

$775

Artificial Intelligence for FinanceThe course aims at helping students to understand Fintech and solve practical AI problems they may encounter in field of finance. The course is designed for practiti...

Upcoming Start Dates:
Typically Offered: Winter, Summer

Introduction to Deep Learning for Computer VisionCSE-41388

Units: 3.00

$775

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

Natural Language ProcessingCSE-41344

Units: 3.00

$775

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: Winter, Summer
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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

Alfonso Limon, Dr.

VP

Oneirix Labs

Maria Lupetini

Machine Learning Scientist

Tony Mauro

Machine Learning Professor

Carmel Valley High Sc

Julian McAuley, Dr.

Professor

UCSD School of Engineering

Milan Oljaca

VP Head Machine Learning Division

Qualcomm

Borislav Ristic

Machine Learning Scientist

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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.