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Overview
About the project
Contextualized embeddings have revolutionized the field of machine learning. First, as a means to encode text in natural language applications and later on as a representational mechanism for other modalities including image, longitudinal, and high-dimensional structured data. In recent years, embedding approaches have been proposed to address problems in biology and healthcare, however, there are many important questions that require further investigation.
For instance:
- how to effectively integrate embeddings for discrete elements with continuous measurements
- how to integrate granular temporal or ordering information into embeddings
- how to effectively create embeddings for multimodal data.
Successful applicants will work toward developing a model prototype addressing one of the questions above using state-of-the-art representation learning approaches based on deep learning architectures. The Contextualized Embeddings for Biomedical Data (Internship) project is offered at King Abdullah University Of Science and Technology (KAUST)
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Visit programme websiteProgramme Structure
- Deliverables include a literature review of the state of the art, the implementation of a model prototype and experiments comparing to existing approaches in the literature.
Check out the full curriculum
Visit programme websiteKey information
Duration
- Part-time
- 3 months
Start dates & application deadlines
You can apply for and start this programme anytime.
More details
Students can choose their own start and end dates as the program runs across the year
Language
English
TOEFL® IBT 79
Delivered
On Campus
Disciplines
Biomedical Science Machine Learning View 11 other Short Courses in Machine Learning in Saudi ArabiaExplore more key information
Visit programme websiteWhat students do after studying
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Academic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
TOEFL® IBT 79
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 King Abdullah University of Science and Technology (KAUST) and/or in Saudi Arabia, please visit Student Insurance Portal.
Other requirements
General requirements
- Official Transcript(s) in English from current and previous institutions
- Letter of Recommendation from faculty member in field of study
- Valid Passport(with six months validity)
- CV - Summary of your career, qualifications and education.
- Statement of Purpose-Explain your motivation to become a VSRP intern
Recommended student academic & research background
- Machine Learning
- Representation Learning
- Deep Learning
- Natural Language Processing
Make sure you meet all requirements
Visit programme websiteTuition Fee
To always see correct tuition fees
-
International
FreeTuition FeeBased on the tuition of 0 SAR per year during 3 months. -
National
FreeTuition FeeBased on the tuition of 0 SAR per year during 3 months.
This is a fully-funded internship; it includes tuition, airfare, housing, medical insurance, visa reimbursement and a monthly stipend of $1,000.
Living costs for Thuwal
2270 - 3445 SAR /month
Living costs
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
The KAUST Fellowship includes:
- Full coverage of tuition and bench fees (worth USD $35,000 per year)
- A monthly stipend (worth USD $20,000 per year for PG Diploma and M.S. students, and USD $25,000 to $30,000 for Ph.D. students depending on qualifications and academic progress)
- On-campus housing (worth USD $7,000 per year and covering utilities such as electricity and wifi)
- Health insurance (worth USD $1,450 per year)
- Relocation support (visa, relocation and travel costs)
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