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Computers (general)Open Courseware (Multidisciplinary - Computer Science and IT with applications in other disciplines) and ResourcesAbout Computers
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Computational Biology: Genomes, Networks, Evolutionalgorithmic and machine learning foundations of computational biology combining theory with practice, principles of algorithm design, influential problems and techniques, large-scale biological datasets.
Statistical Aspects of Data Miningexploring and visualizing data, association analysis, classification, and clustering
Multivariable CalculusJava applets (Graphing along the x or y-axis, Intoduction to Integration, Riemann Sums, Simpson's Rule, Integration, The Chain Rule, Visualizing Vector Fields for First Order Differential Equations, Graphing Parametric Curves, Graphing Polar Curves, Matrix Utility, Polynomial Interpolation, Divided Differences), calculus problems & solutions
Modal Logicsentential and quantified modal logic, emphasis on the model theory ("possible worlds semantics"), soundness, completeness, characterization results for alternative systems, sense and dynamic logics, epistemic logics, logics of necessity and possibility
Introduction to Artificial IntelligenceInteractive course and this feature makes it different from other OCW materials available online. Learners can submit assignments, take mid-term and final exams which will be evaluated by Software. Online students who pass the online class receive a statement of acknowledgement in the name of the instructors but no official Stanford certificate >
IEEE Signal Processing Society Lens (14 Collections, 1 module)materials evaluated by the IEEE-SPS and found to be of high quality and relevant for anyone interested in signal processing: Analog-to-Digital Conversion, Concise Signal Models, Elements of Detection Theory, Factoring Polynomials of High Degree, A First Course in Electrical and Computer Engineering, Impulse Response Measurement Toolbox, Introduction to the FDM-TDM Digital Transmultiplexer, Introduction to Wavelet Analysis, Multiresolution Analysis, Filterbank Implementation, and Function Approximation using Wavelets, Musical Signal Processing with LabVIEW
Digital CommunicationSampling, Quantization, PCM and Delta Modulation, Probability and Random Process, Channels and their Models, Information Theory, Bandpass Signal Representation, Digital Modulation, Probability of Error Calculation, Equalizers, Source Coding, OFDM
Data CommunicationsLayered Architecture, Tranmission Impairments and Channel capacity, guided/unguided tramission, Transmission of analog and digital signal, multiplexing,interfacing, error detection and correction, flow control, data link control, switching techniques, routing,congestion control, frame relay, ATM, MAC, IEEE 802 LANs,high speed LANs,wireless LANs, Cellular telephone system, satellite communications, internet,TCP/IP, multimedia networks, audio/video compression, multimedia communications, secured communications.
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