An Unbiased View of data hk master
An Unbiased View of data hk master
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I'm immensely grateful for that Remarkable education and learning and knowledge I obtained via MStat at HKU. It is a programme that I would really propose to any person looking for an extensive and demanding training in data.”
The Office of Data and Actuarial Science and Department of Pc Science jointly present you with a postgraduate curriculum leading to the degree of Master of Data Science, with two study modes: total-time mode with one particular along with a 50 percent tutorial decades and aspect-time mode with two and also a 50 % academic yrs.
This course concentrates on how data science procedures may be applied to clear up managerial challenges in internet marketing and electronic commerce. Our emphasis is establishing a core list of ideas that embody data science: empirical reasoning, exploratory and Visible Assessment, and predictive modeling. We use these core rules to be aware of a lot of techniques Utilized in data mining and equipment Studying.
Greater part of scholars had been landing jobs in numerous very well-recognized economic or technology organizations in household nation Although some would remain in Hong Kong cultivating various cultural activities. Meanwhile, some students have ongoing to go after PhD scientific tests at HKUST or other universities.
For applicants Assembly the minimal specifications, the purposes can be examined case by scenario. Shortlisted programs will be additional screened via the Programme Management Committee users just before advice for admission is manufactured.
Subjects contain media data acquisition methods and strategies; nature of perceptually encoded information and facts; processing and manipulation of media data; multimedia information Business and Assessment; trending technologies for long term multimedia computing.
Matters incorporate: regression with heteroscedastic and/or autocorrelated glitches; instrumental variables and two stage the very least squares; panel time collection product; unit root exams, co-integration, mistake correction products; and generalized means of moments.
Assessment: Upon completion in the practicum, Every college student is needed to submit a published report (60%) and to offer an oral presentation (forty%) on his/her practicum experience. Supervisors will evaluate The scholars centered on their own efficiency during the practicum time period.
Matters include things like: many, partial and canonical correlation; multivariate regression; checks on signifies for just one-sample and two-sample complications; profile Investigation; check for covariances structure; multivariate ANOVA; principal components Investigation; issue Assessment; discriminant Investigation and classification.
The system introduces our students to the sector of Equipment Learning, and assist them produce competencies of implementing Equipment Finding out, or even more precisely, making use of supervised Finding out, unsupervised Finding out and reinforcement Finding out to solve problems in Investing and Finance.
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This study course will go over style and design and implementation of sample surveys and analysis of statistical data Hence received. Study structure consists of Total style and design, structure of sampling techniques website and questionnaires, etc. Sampling techniques incorporate sample dimensions perseverance, sampling and non-sampling glitches and biases, ways of estimation of parameters from survey data, imputation for missing data and so on.
Contents include statistical methods for segmentation, focusing on and positioning, statistical methods For brand new product style and design, text mining approaches and industry reaction designs.
Commencing in September, the curriculum is made up of seventy two credits of programs. Programs with 6 credits are presented in the 1st and next semesters though classes with three credits are Generally made available in the summertime semester. If a college student selects a system whose contents are just like a system (or courses) which he/she has taken in his/her prior study, the Department may well not approve the selection in question.