This course is meant to introduce students to machine learning and deep learning. ME 107 is taught at the undergraduate level and teaches students how to identify a machine learning problem in the context of real-world applications, mathematically formulate a learning problem, identify when a learning problem is well-posed, under-determined and overdetermined, and develop algorithms and Python code to solve the problem. Students are introduced to the concepts of learning algorithms, overfitting, under-fitting, statistical measures of estimators, optimization approaches to learning, principal component analysis, regression, support vector machines, and artificial neural networks.

Prerequisites: ME 17; or consent of instructor

3

Units

Letter

Grading

1, 2, 3

Passtime

Upper division only

Level Limit

Engineering

College
Enoch Yeung
4.5
10 reviews
Fall 2024 . Yeung E H Shukla P J Lal H Yang R
BIOEN1001
T R
15:30 PM - 16:45 PM
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ME 107 Yeung E H Fall 2024 Total: 92
ME 107 Yeung E H Fall 2023 Total: 90
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10
4.5
ME155A . 2 Years Ago

Great professor all-round. Understanding, answers questions with responses tailored to EVERYONE. Posts notes online pretty much day-of, gives gracious extensions and extra credit to patch up your grade, but still expects you to try your best. Dulls the edge of new and difficult material and makes it enjoyable. Archetype of modern lecturers.

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ME125EY . 3 Years Ago

he box jumped onto the table. incredible athlete. respecc fosho fosho

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ME155A . 3 Years Ago

Prof Yeung is an incredibly smart professor, sometimes to a fault because I don't think he fully realizes how hard this material (controls theory) is to many students. But he is really caring and accommodating with homework extensions and shorter or simpler homework. Always willing to answer questions and helpful office hours. Hw, midterm, final.

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ME125EY . 4 Years Ago

This professor is very research oriented when I asked him about opportunities he is very open to new people in the lab. Just do well I his class and u can get some research in this field easy because of all the practical skills. Hw is super easy

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ME125EY . 4 Years Ago

Learned many new things every day. Class of about 20 people and everyone is taken care of as if this was a small honors class. Very exciting topics

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ME125EY . 4 Years Ago

Prof Yeung is very smart and energetic I love his lectures very easy to understand

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ME 97
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