The best Side of data hk master
The best Side of data hk master
Blog Article
All CEF applicants are required to go to at the very least 70% of the worried class just before These are qualified for payment reimbursement.
Motivated by real troubles involving uncertainty and variability, this course introduces the basic concepts and ideas of statistical inference and choice-producing. Contents include things like: substantial-sample theories; estimation concept; probability basic principle; greatest probability estimation; hypotheses tests; likelihood ratio checks; nonparametric inference; Laptop-intensive solutions for instance EM algorithm and bootstrap methods.
PILO two: Utilize data analytics, synthetic intelligence, smart data systems along with the relevant technologies for problem solving and applications.
Majority of scholars had been landing Work in a variety of very well-regarded financial or technologies companies in house nation while some would remain in Hong Kong cultivating different cultural ordeals. In the meantime, some learners have ongoing to go after PhD studies at HKUST or other universities.
It is actually authorized for portion-time students to finish their practicum in their present area of work. The practicum will normally occur in the 2nd semester or summer season semester for complete-time learners or in the course of the second calendar year for component-time learners.
Computing electricity has revolutionized the idea and practice of statistical inference. Reciprocally, novel statistical inference techniques are getting to be an integral Portion of data science. By concentrating on the interaction between statistical inference and methodologies for data science, this study course reviews the principle principles underpinning classical statistical inference, experiments Computer system-intensive methods for conducting statistical inference, and examines critical challenges concerning statistical inference drawn on contemporary Understanding technologies.
Subjects include things like: regression with heteroscedastic and/or autocorrelated problems; instrumental variables and two phase minimum squares; panel time collection product; unit root exams, co-integration, error correction models; and generalized method of moments.
HKUST MSc BDT method supplies various courses including mathematical, statistical and programming decisions which permit all learners from diverse background to equip perfectly as an all-rounded data Expert. In the meantime, it doesn’t only go over theoretical information but additionally practical physical exercises so that everyone may have their prospects to apply whatever they learnt from the lessons to tackle the true-globe problems.
1. *Pupils that have concluded precisely the same courses of their former research in HKU, e.g. Master of Statistics or Master of Science in Personal computer Science may well, on creation of relevant transcripts, be permitted to pick nearly 36 credits of disciplinary electives from both Listing A or Checklist B over if they are not capable of finding any untaken solutions from both in the lists of disciplinary electives.
Evaluation: Upon completion of your practicum, Each individual university student is necessary to submit a penned report (60%) and to provide an oral presentation check here (forty%) on his/her practicum practical experience. Supervisors will assess The scholars dependent on their performance over the practicum time period.
2. Hold a Bachelor's degree in Engineering or Science discipline of this University or possibly a qualification of equal typical from this College or A further equivalent institution acknowledged for this function.
Students will be awarded a Postgraduate Diploma in Data Science whenever they total no below 4 programs equal to 12 credits using a least Cumulative GPA of 2.30. Acceptance of the intermediate award implies an intention not to complete the final award.
Proof of English proficiency is needed for applicants whose to start with degree had been received from non-English-medium establishments. The English proficiency need may be fulfilled by obtaining Anyone of the subsequent standards:
Commencing in September, the curriculum is composed of 72 credits of programs. Courses with six credits are supplied in the primary and second semesters though programs with three credits are Typically offered in the summertime semester. If a student selects a program whose contents are comparable to a program (or programs) which he/she has taken in his/her earlier study, the Section may well not approve the choice in question.