A Simple Key For data hk master Unveiled
A Simple Key For data hk master Unveiled
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It offers learners with very first-hand knowledge in applying academic understanding in an actual-life function surroundings. To generally be eligible, students must be endeavor a studies-associated or possibility-administration-related practicum without any fewer than 160 hours in at the very least twenty Doing the job times used in a very paid or unpaid placement.
it truly is throughout the regular research schedule and the amount of units taken is just not a lot less than that in the normal study agenda; and
This system introduces the basic principles and strategies in visualization and Visible analytics, and their purposes. Subjects incorporate human visual notion; coloration; visualization methods for spatial, geospatial and multivariate data, graphs and networks; textual content and document visualization; scientific visualization; conversation and Visible analysis.
It really is broadly acknowledged that Figures, Optimization techniques and Pc Science type the a few pillars for modern Data Science. This programme is meant to offer a well balanced cure on these three pillars, with the aim of grooming long term data analysts.
This program will likely survey some the latest developments in selected areas including NoSQL databases and SQL-primarily based major data administration systems for relational (structured) data.
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The study curriculum may well improve on occasion. Applicants might make reference for the programme Web-site or maybe the College College student Handbook for details from the list of courses.
This study course addresses the State-of-the-art concept of level estimation, interval estimation and speculation testing. Utilizing a mathematically-oriented solution, the course presents a proper therapy of inferential difficulties, statistical methodologies as well as their underlying idea. It is ideal in particular for students aspiring to further more their research or to develop a occupation in statistical investigate. Contents include: (one) Conclusion issue – frequentist approach: decline purpose; chance; conclusion rule; admissibility; minimaxity; unbiasedness; Bayes’ rule; (two) Determination difficulty – Bayesian strategy: prior and posterior distributions, Bayesian inference; (three) Estimation principle: exponential families; probability; sufficiency; minimum sufficiency; completeness; UMVU estimators; data inequality; huge-sample principle of optimum chance estimation; (four) Hypothesis screening: uniformly strongest (UMP) check; monotone probability ratio; UMP unbiased test; conditional exam; big-sample theory of chance ratio; self confidence set; (5) Nonparametric inference; bootstrap solutions.
1. *Students which have accomplished a similar classes in their former studies in HKU, e.g. Master of Studies or Master of Science in Pc Science may possibly, on creation of applicable transcripts, be permitted to choose around 36 credits of disciplinary electives from possibly Record A or Listing B over if they aren't capable of finding any untaken alternatives from both on the lists of disciplinary electives.
“The esteemed MStat plan has performed an instrumental job in shaping my occupation. MStat software provided me with an extensive education and learning in statistical concept and apps, that have been beneficial in my actuarial vocation. One of the standout options of the program was the exceptional professors who possess considerable information and knowledge of their respective fields. The program also delivered a lot here of opportunities for fingers-on practical experience through practical jobs and internships, throughout the examine, I utilized for an EY internship situation via our programme’s internship/career on line application technique, interviewed, and received supply.
Contents contain statistical techniques for segmentation, targeting and positioning, statistical approaches for new product design, textual content mining strategies and marketplace reaction versions.
This class handles fundamental familiarity with Monte Carlo simulation and its software to finance. Study course contents include random variate era, Monte Carlo methods, alternatives pricing, variance reduction tactics and effectiveness enhancement.
Contents incorporate statistical techniques for segmentation, focusing on and positioning, statistical methods for new product or service design and style, textual content mining procedures and industry reaction models.
It truly is ideal for gurus, conclusion and coverage makers who must procedure and analyse significant data, and also healthcare and community utility sector practitioners who comprehend the great importance data science and artificial intelligence in maximizing the quality of Culture and effectiveness of operations.