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  • Machine Learning - mechanical engineering
    regression perceptron naive Bayes support vector machines Model and feature selection ensemble methods boosting Learning theory Bias variance tradeoff Online learning Unsupervised learning Clustering K means EM Mixture of Gaussians PCA Graphical models HMMs Bayesian and Markov networks Inference Variable elimination Useful Links and Resources Machine Learning 2014 UNIVERSITY OF CAMBRIDGE Department of Engineering Introduction to Machine Learning the concept of a model linear in the parameters regression probability basics Bayesian inference and prediction Marginal Likelihood Gaussian Processes Probabilistic Ranking Text and Discrete Distributions Mixture models for text Latent Dirichlet Allocation LDA model Lectures and slides Machine Learning CS 229 Lecture notes Lecture notes 1 ps pdf Supervised Learning Discriminative Algorithms Lecture notes 2 ps pdf Generative Algorithms Lecture notes 3 ps pdf Support Vector Machines Lecture notes 4 ps pdf Learning Theory Lecture notes 5 ps pdf Regularization and Model Selection Lecture notes 6 ps pdf Online Learning and the Perceptron Algorithm Lecture notes 7a ps pdf Unsupervised Learning k means clustering Lecture notes 7b ps pdf Mixture of Gaussians Lecture notes 8 ps pdf The EM Algorithm Lecture notes 9 ps pdf Factor Analysis Lecture notes 10 ps pdf Principal Components Analysis Lecture notes 11 ps pdf Independent Components Analysis Lecture notes 12 ps pdf Reinforcement Learning and Control Handout 1 Course Information HTML Handout 2 Course Schedule HTML Handout 3 Cover Sheet Problem Set 1 pdf Data q1x dat q1y dat q2x dat q2y dat Solution Handout 4 Final Project Guidelines PDF Midterm Solutions Problem Set 2 Solutions Practice Midterm Solutions Problem Set 3 Andrew s Deep Learning Presentation Slides Problem Set 4 Other resources This course introduces the fundamental concepts and methods of machine learning including the description and analysis of several modern algorithms their theoretical basis and the illustration of their applications Many of the

    Original URL path: http://www.engineerblogs.net/course-categories/machine-learning/ (2016-04-27)
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  • Basic Electronics
    styles Charge is conserved Voltage Current Batteries Circuit Elements Resistors Ohm s Law Power Combinations of Resistors Capacitors Combinations of Capacitors Inductors Combinations of Inductors Semiconductor Devices The Truth About Charge Silicon Diodes Electronics I Electronics for Scientific Instrumentation Textbook Fundamentals of Electrical Engineering by Leonard S Bobrow Lecture Notes Labs Useful links Useful links Electrical Fairchild Semiconductor Data Sheet Catalog Introduction to Electronics ECE 110 Basic Electronics Practice Exams Homework Lecture Notes slides Lecture Answers Lab Step By Step Examples Lecture Notes Introduction Ethics and Engineering Measurement Energy Resistance and Ohm s Law Power Kirchhoff s Circuit Laws Circuit Analysis Shortcuts Waveforms I V Characteristics Thévenin and Norton Equivalents Node Method for Circuit Analysis Diodes Bipolar Junction Transistors Common Emitter BJT Circuit Common Emitter BJT Applications Sampling and Quantization Related posts Analog Electronics Power Electronics Digital Electronics Electrical Engineering Leave a Reply Cancel reply Your email address will not be published Required fields are marked Comment Name Email Website Notify me of follow up comments by email Notify me of new posts by email Top Posts Pages Digital Signal processing Signals and Systems Fluid Mechanics Nanoelectronics Ethics Engineering Materials Science and Engineering Image Processing Solar tracker Electromagnetic waves III

    Original URL path: http://www.engineerblogs.net/course-categories/electrical-engineer/basic-electronics/ (2016-04-27)
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  • Biophysical Chemistry
    short course part II NMR short course part III Biological mass spectrometry Biological mass spectrometry part II Biophysical Chemistry Lecture Notes Here you can download PDF versions of lecture notes Physical Chemistry of Biochemical Systems Text Book Physical Chemistry for the Life Sciences 2nd edition by Peter Atkins and Julio de Paula Click here Genetic Systems and Structures Lac repressor structure Notes on thermodynamics Intro to molecular modeling of DNA Biophysical Chemistry I Introduction to Biomolecular Structure and Interactions Text Book Structural Biology World Scientific Publishing Co 2009 Course syllabus Basics of protein structure Thermodyanmics protein protein interactions Notes on statistical mechanics Protein phosphorylation Protein folding Basics of nucleic acid structure Protein DNA interactions Lipids and membrane proteins Enzymes and mechanisms The immune system Virus structures Biophysical Chemistry II Methods in Molecular Biophysics Text Book Methods in Molecular Biophysics Structure Dynamics Function by I N Serkyuk N R Zaccai and J Zaccai Course syllabus Introduction Notes on thermodynamics Thermodynamics and calorimetry Hydrodynamics and centrifugation Rotational motion flucutations and fluorescence Crystallography and cryo EM spectroscopy Biomolecular vibrational spectroscopy Molecular modeling and theory Biophysical Chemistry I Introduction to Biomolecular Structure and Interactions Text Book Structural Biology World Scientific Publishing Co 2009 Course syllabus Week 1 Introduction Olson Spreadsheet for PDB analysis CA only PDB file Lecture notes Protein protein interactions Phosphorylation DNA structure Protein DNA interactions DNA condensation and packaging RNA and the ribosome Structural data for tRNA Lipids and membranes Membrane proteins Enzymes The immune system Virus structures Final student presentations Methods in Molecular Biophysics Introduction to Biophysics Methods Thermodynamics Hydrodynamics Rotational motion and fluorescence Biomolecular NMR Biomolecular NMR Protein vibrational spectroscopy Molecular dynamics simulations Dynamics from NMR Cryo electron microscopy Genetic Systems and Structures Lac repressor structure Intro to modeling of DNA Notes on distance geometry Reference other Related posts

    Original URL path: http://www.engineerblogs.net/other-courses/1062-2/?replytocom=20885 (2016-04-27)
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  • simulations - Engineer Blogs
    Decisions Leave a Reply Cancel reply Your email address will not be published Required fields are marked Comment Name Email Website Notify me of follow up comments by email Notify me of new posts by email Top Posts Pages Digital Signal processing Signals and Systems Fluid Mechanics Nanoelectronics Ethics Engineering Materials Science and Engineering Image Processing Solar tracker Electromagnetic waves III Civil and Environmental Engineering Systems Analysis Recent Posts Programming

    Original URL path: http://www.engineerblogs.net/2013/01/09/simulations/ (2016-04-27)
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  • Complex Numbers and Ordinary Differential Equations
    Quantum Mechanics Synopsis Book of the course Videos of the lectures on Oxford podcasts Problem sets MT1 MT2 MT3 MT4 MT5 MT6 all Introduction to Quantum Mechanics Solutions to starred problems Solutions to problems in Chs 1 8 that are starred or not on a problem set Statistical Mechanics Synopsis Lecture notes Problem sets 1 2 Classical Mechanics Synopsis Lecture notes Problem sets 1 solutions 2 solutions Classical Mechanics Additional off syllabus problem Functions of a Complex Variable Lecture notes Classical Fields Lecture notes Vacation reading please do embedded problems solutions Problem sets 1 solutions 2 solutions 3 solutions Geometry Physics Synopsis Lecture notes Problem set Group Theory Synopsis Lecture notes Problem sets Solar System Dynamics Lecture notes Quantum Mechanics for old theory option Synopsis Lecture notes Problem sets 1 2 engineer blogs Related posts Electrodynamics Statistical Mechanics Leave a Reply Cancel reply Your email address will not be published Required fields are marked Comment Name Email Website Notify me of follow up comments by email Notify me of new posts by email Top Posts Pages Digital Signal processing Signals and Systems Fluid Mechanics Nanoelectronics Ethics Engineering Materials Science and Engineering Image Processing Solar tracker Electromagnetic waves III Civil and

    Original URL path: http://www.engineerblogs.net/course-categories/complex-numbers-and-ordinary-differential-equations/ (2016-04-27)
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  • Sustainable energy without the hot air - Engineer Blogs
    David JC MacKay UIT Cambridge Lectures notes Resource Webpages Outline of the class Energy Power Units H2O analogies Electric Magnetic Fields Magnetic Induction Motors Generators Transformers A Generic Power Plant and Grid UVA s Power System Power from Carbon Fossil Biomass Biofuel Hydro Wind Power Solar Power The Exotic Power Sources Nuclear Power Power Plants Land Water Requirements Power Plants Other Inputs Outputs Power Plants Economic Analysis Solar and Wind Power Cycles Energy Storage A Renewable Distributed Grid Power Consumption Big Picture US Power Consumption Transportation Electricification of Transportation A Hydrogen Economy Power Consumption Housing Smart Grid Smart Appliances Climatology and Climate Change Greenhouse Effect Carbon Footprint Sequestration Our Building a Sustainable Energy System game Bookmark robots that fly and cooperate Lectures notes and video Leave a Reply Cancel reply Your email address will not be published Required fields are marked Comment Name Email Website Notify me of follow up comments by email Notify me of new posts by email Top Posts Pages Digital Signal processing Signals and Systems Fluid Mechanics Nanoelectronics Ethics Engineering Materials Science and Engineering Image Processing Solar tracker Electromagnetic waves III Civil and Environmental Engineering Systems Analysis Recent Posts Programming Tutorials Java Online math tutorials and

    Original URL path: http://www.engineerblogs.net/2012/12/06/sustainable-energy-without-the-hot-air/ (2016-04-27)
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  • Spectral Estimation - Engineer Blogs
    River NJ Review of Probability Statistics and Random Processes Random process characterization bias and variance ergodicity Classical Spectral Estimation Periodogram averaged periodogram Blackman Tukey spectral estimator bias variance trade off Parametric Modeling Autoregressive Moving Average Spectral Estimation Autoregressive Moving Average Spectral Estimation Minimum Variance Spectral Estimation Sinusoidal Parameter Estimation Lectures Notes Lecture 6 Lecture 7 Lecture 8 Lecture 9 Lecture 10 Lecture 11 Lecture 12 Lecture 13 Lecture 14 Lecture 15 Lecture 16 Lecture 17 Lecture 18 Lecture 19 Lecture 20 Lecture 21 Lecture 22 Lecture 23 Lecture 24 Lecture 25 Lecture 26 Lecture 27 Lecture 28 Lecture 29 Lecture 30 Lecture 31 Lecture 32 Lecture 33 Lecture 34 Lecture 35 Lecture 36 All Fourier Methods of Spectral Estimation Reference No related posts Leave a Reply Cancel reply Your email address will not be published Required fields are marked Comment Name Email Website Notify me of follow up comments by email Notify me of new posts by email Top Posts Pages Digital Signal processing Signals and Systems Fluid Mechanics Nanoelectronics Ethics Engineering Materials Science and Engineering Image Processing Solar tracker Electromagnetic waves III Civil and Environmental Engineering Systems Analysis Recent Posts Programming Tutorials Java Online math tutorials and notes Sun

    Original URL path: http://www.engineerblogs.net/course-categories/spectral-estimation/ (2016-04-27)
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  • Physically Based Modeling and Animation - Engineer Blogs
    Based Modeling and Animation Physically Based Modeling Simulation Animation Lecture Notes The course will cover three basic components in physically based modeling and simulation Geometry Collision Detection Computing Contact Manifolds Mechanics Particle Dynamics Rigid Body Dynamics Non Rigid Body Dynamics Numerical Computing Initial Value Problems Boundary Value Problems Constraints Differential Algebraic Equations Computer Animation Virtual Environments Rapid Prototyping Haptic Rendering Computer Game Dynamics Robotics and Automation Medical Simulation and Analysis Related posts Course Categories One Comment Corporate Identity February 11 2015 at 5 48 am This site definitely has all the info I needed concerning this subject annd didn t know wwho to ask Reply Leave a Reply to Corporate Identity Cancel reply Your email address will not be published Required fields are marked Comment Name Email Website Notify me of follow up comments by email Notify me of new posts by email Top Posts Pages Digital Signal processing Signals and Systems Fluid Mechanics Nanoelectronics Ethics Engineering Materials Science and Engineering Image Processing Solar tracker Electromagnetic waves III Civil and Environmental Engineering Systems Analysis Recent Posts Programming Tutorials Java Online math tutorials and notes Sun tracker home made Fundamentals of Power Engineering Civil and Environmental Engineering Systems Analysis Archives Archives

    Original URL path: http://www.engineerblogs.net/course-categories/other-courses/physically-based-modeling-animation/?replytocom=22217 (2016-04-27)
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