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Open Courseware (Multidisciplinary - Computer Science and IT with applications in other disciplines) and Resources
describes and illustrates computational approaches to solving problems in systems biology, series of case-studies explored that demonstrate how an effective match between statement of a biological problem and selection of appropriate algorithm or computational technique can lead to fundamental advances, covering several discrete and numerical algorithms used in simulation, feature extraction, and optimization for molecular, network, and systems models in biology [Chinese version available]
algorithmic and machine learning foundations of computational biology combining theory with practice, principles of algorithm design, influential problems and techniques, large-scale biological datasets.
logic of necessity and possibility, and by extension of analogously paired notions like validity and consistency, obligation and permission, the known and the not-ruled-out
abstraction as mechanism for problem decomposition & solution formulation, computer representation, storage, retrieval, and manipulation, programming paradigm choice on problem-solving approaches, data structures & algorithms, knowledge representation schemes, principles of data modeling for efficient storage & retrieval: projects, related resources
medical science and practice in age of automation & genome, analysis of computational needs of clinical medicine, approaches used to support those needs, examination of new technologies: readings, projects
relationships among sequence, structure & function in complex biological networks, realistic modeling of quantitative, comprehensive, functional genomics analyses, exercises (algorithmic, statistical, database, & simulation approaches & practical applications to medicine, biotechnology, drug discovery, genetic engineering), future opportunities & current limitations: readings, projects, study materials
Java simulations: nonEuclid (Interactive Java software for creating ruler & compass constructions), paper-folding-fractals (Java software & HTML documentation), DFIELD & PPLANE (interactive tools for differential equations), CrystalLab (exploring interaction of light, crystals, & water droplets)
developing basic elements of computational theory without assuming any background in physics, introduction to quantum theory from a computer-science perspective, illustrates quantum-computational approach with several elementary examples of quantum speed-up before major applications (Shor's factoring algorithm, Grover's search algorithm, quantum error correction): discussion
Technology, Society, and Business, availability of huge quantities of information at our fingertips is transforming government, business, and many other aspects of society: search advertising and auctions, search and privacy, search ranking, internationalization, anti-spam efforts, local search, peer-to-peer search, search of blogs and online communities
surveys opportunities & challenges managers face in increasingly digital world: how to (design virtual user friendly business processes, measure performance & effectiveness, understand business models, avoid channel conflict & exploit synergy, foster trust in computer-mediated intereaction, manage digital enterprise, protect digital IP, operate ethically), how markets change, automating business processes
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