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Overview
Key facts
What is Machine Learning?” would be the fundamental learning objective of the MLSS program. Diagnosing disease, predicting weather events, identifying fraud, and personal assistants who anticipate our next desire (Alexa, Siri, Cortana, etc.), we have all heard about the new amazing tasks machine learning can do.
However, do you understand how these algorithms work and when we can expect them to work and, perhaps more importantly, when and why they fail? As a data scientist or machine-learning practitioner, you will be asked to explain how your algorithm works when it works and why your algorithm fails. Duke Kunshan University's Machine Learning - Foundational Algorithms will discuss reasons why algorithms may fail in this summer.
Programme Structure
Courses include:
- Linear Regression
- Optimization Regularization
- Classification
- Support Vector Machine
- Logistic Regression
- K-nearest Neighbors Gradient Method
- Newton Method
- Lagrange Multiplier
Key information
Duration
- Full-time
- 6 days
Start dates & application deadlines
- Starting
- Apply before
-
More details
- Early Decision Deadline: May 31, 2024
Language
English
TOEFL® IBT 85
Delivered
On Campus
Disciplines
Machine LearningAcademic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
TOEFL® IBT 85
Student insurance
Make sure to cover your health, travel, and stay while studying abroad. Even global coverages can miss important items, so make sure your student insurance ticks all the following:
- Additional medical costs (i.e. dental)
- Repatriation, if something happens to you or your family
- Liability
- Home contents and baggage
- Accidents
- Legal aid
We partnered with Aon to provide you with the best affordable student insurance, for a carefree experience away from home.
Get your student insurance nowStarting from €0.53/day, free cancellation any time.
Remember, countries and universities may have specific insurance requirements. To learn more about how student insurance work at Duke Kunshan University and/or in China, please visit Student Insurance Portal.
Other requirements
General requirements
- Rising senior or rising junior undergraduates in STEM majors.
- Prerequisites: Calculus, Linear Algebra, Probability and Statistics.
- Good English proficiency required for non-native English speakers, pass CET-4/CET-6/TOEFL (85)/ IELTS (6.5) preferred.
- Excellent academic performance, minimum GPA 3.0/4.0.
- Strong interests in pursuing ECE master program at DKU preferred.
Tuition Fee
To always see correct tuition fees
-
International
7500 CNY/fullTuition FeeBased on the tuition of 7500 CNY for the full programme during 6 days. -
National
7500 CNY/fullTuition FeeBased on the tuition of 7500 CNY for the full programme during 6 days.
Living costs for Kunshan
3980 - 6290 CNY /month
Living costs
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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