This study course addresses statistical principles and instruments associated with modelling data which can be correlated in Area. Purposes are available in several fields which includes epidemiology and community wellness, environmental sciences and ecology, economics and Other folks. Covered topics include things like: (one)
Properly equilibrium involving the foundations in the topics and well-known subject areas with state-of-the-artwork information
This entry-stage complex certification is for any person new into the field or advancing their Occupations who carry out operational responsibilities typically delegated by directors of virtualized environments.
Our system In this particular training course is to survey quite a few common techniques and understand how they map into these Main principles. These tactics are illustrated with circumstance reports. However, the emphasis is just not around the program for employing these procedures but on knowing the inputs and outputs of such approaches And the way they are utilised to unravel company challenges.
The class will review some Innovative subject areas and tactics in database systems, by using a focus on the facets of database systems design and style & algorithms and large data processing for structured data. Traditional subjects include things like: question optimization, Actual physical database style, transaction management, crash recovery, parallel databases.
Topics include things like media data acquisition methods and approaches; nature of perceptually encoded information; processing and manipulation of media data; multimedia written content organization and Investigation; trending technologies for long run multimedia computing.
The above mentioned information and facts is for reference only and it is topic to alter with no prior recognize. Hong Kong Baptist University reserves the proper of final determination and interpretation in case of any dispute.
This system addresses the Highly developed theory of stage estimation, interval estimation and hypothesis tests. Employing a mathematically-oriented tactic, the course offers a proper procedure of inferential problems, statistical methodologies as well as their fundamental principle. It's ideal particularly for students intending to further their research or to develop a career in statistical exploration. Contents include: (one) Conclusion trouble – frequentist tactic: reduction function; hazard; determination rule; admissibility; minimaxity; unbiasedness; Bayes’ rule; (two) Determination difficulty – Bayesian approach: prior and posterior distributions, Bayesian inference; (three) Estimation theory: exponential family members; likelihood; sufficiency; minimal sufficiency; completeness; UMVU estimators; details inequality; massive-sample concept of optimum likelihood estimation; (4) Hypothesis screening: uniformly most powerful (UMP) examination; monotone chance ratio; UMP unbiased test; conditional examination; big-sample concept of chance ratio; self confidence set; (five) Nonparametric inference; bootstrap strategies.
With impact from 2023/24 educational 12 months, applicants which have met the program admission specifications and using a certificate of MicroMasters System in Major Data Engineering from HKUST and edX can be qualified to apply for:
Applicants without or limited track record in data science and computing are going to be necessary to finish and go pre-entry courses before the start with the programme.
Contents include things like statistical strategies for segmentation, focusing on and positioning, statistical procedures For brand new merchandise layout, textual content mining techniques and market place response models.
Scholar Sharing The curriculum with the BDT software equipped me with the talents to become a professional here major data analyst. The program addresses a variety of subjects and up-to-day technology like organic language processing, blockchain know-how and so forth.
Hands-on independent venture with market companions participating pupils with realistic purposes for future career or PhD study
Commencing in September, the curriculum is made up of seventy two credits of classes. Programs with six credits are available in the very first and second semesters although courses with 3 credits are Typically made available in the summertime semester. If a college student selects a system whose contents are comparable to a study course (or programs) which he/she has taken in his/her prior analyze, the Office may well not approve the choice in query.