applications of chemical engineering
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State-action Rewards, Finite Horizon MDPs, The Concept of Dynamical Systems, Examples of Dynamical Models, Linear Quadratic Regulation (LQR), Linearizing a Non-Linear Model, Computing Rewards, Riccati Equation
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Pointer Recap, Why are Objects 'Call by Reference' Instead of 'Call of Value'?, Wrapper Classes for Primitive Types, Files, Code for Opening, Reading and Closing Files, Exceptions, Code for Writing Files
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Life After Programming Methodology, The CS Major, Other Possible Majors
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PD Control, Control Partitioning, Motion Control, Disturbance Rejection, Steady-State Error, PID Control, Effective Inertia
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Continuing the discussion of Lewis structures and chemical forces from the previous lecture, Professor McBride introduces the double-well potential of the ozone molecule and its structural equilibrium. The inability for inverse-square force laws to account for stable arrangements of charged particles is prescribed by Earnshaw's Theorem, which may be visualized by means of lines of force. J.J. Thomson circumvented Earnshaw's prohibition on ...more
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Principles of Good Software Engineering for Managing Large Amounts of Data
Stanford / Computer Science
Principles of Good Software Engineering for Managing Large Amounts of Data, Principles of Design, The Collection Hierarchy, Useful Methods of Collection, The FlyTunes Example Program - An Online Music Store, Defining the Song Class, Defining the Album Class, Seeing the Program Run, Considering the Data Structures Needed, Reusing Data - Shallow Copy vs. Deep Copy, The FlyTunesStore Program Code
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Review of Compilation Process of a Simple Program Into a .O File, Effect of Commenting Out a C Standard Library .H File on the Resulting Translation Unit, How Gcc Infers a Prototype When None Is Found and the .O File Remains the Same, How the Gcc Linker Is Able to Link Standard Library Files Without a #Include, The (Similar) Result When the .H File with Malloc's Prototype Is Not Included, How Commenting Out Assert.H Creates Different Resul...more
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A Wrap Up of Multi-dimensional Arrays, The ArrayList Way, Pros and Cons : ArrayList vs. Array, Debugging, Approaches to Debugging, The Debugger in Eclipse
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Note: This course is being offered this summer by Stanford as an online course for credit. It can be taken individually, or as part of a master’s degree or graduate certificate earned online through the Stanford Center for Professional Development. The goals for the course are to gain a facility with using the Fourier transform, both specific techniques and general principles, and learning to recognize when, why, and how it is used. To...more
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Generic Lsearch - Prototype, Comparison Function, Implementation, Casting Void*S to Char*S to Compute Byte Offsets, Client Use of Generic Lsearch, Example of a Comparison Function for Integers, More Complicated Data Types and Lsearch- Example Using C-Strings, Comparison Function for Two C-Strings, With Arguments that Represent Char**S, Comparison Functions Where the Key is a Different Type than the Second Argument, Using a Pointer to a Str...more
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Uniform Convergence - The Case of Infinite H, The Concept of 'Shatter' and VC Dimension, SVM Example, Model Selection, Cross Validation, Feature Selection
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