Category: AI ML DS RL DL NN NLP Data Mining Optimization

Optimization, Data Science, Math

Optimization Problem: Advances in Missile Guidance, Control, and Estimation Preview: https://play.google.com/books/reader?id=A2PMBQAAQBAJ&hl=en_GB&pg=GBS.PR14 https://books.google.ca/books?id=A2PMBQAAQBAJ&pg=PA595&lpg=PA595&dq=force+moment+interaction+with+thrusters&source=bl&ots=BruxnXwLzp&sig=ACfU3U39G-l3xDzbotOBJHcMV5uR7DkciQ&hl=en&sa=X&ved=2ahUKEwjZpsT44afnAhXRJt8KHfPYCroQ6AEwCnoECAoQAQ#v=onepage&q=force%20moment%20interaction%20with%20thrusters&f=false "What is the difference between affine and linear? 4 Answers. A linear function fixes the origin, whereas an affine function need not do so. An affine function is the composition of a linear function with a translation, so while the linear part fixes …

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Misc. Math for Data Science, Engineering, and/or Optimization

What is the Inverse of a Matrix? https://www.mathsisfun.com/algebra/matrix-inverse.html What is Norm? “In linear algebra, functional analysis, and related areas of mathematics, a norm is a function that satisfies certain properties pertaining to scalability and additivity, and assigns a strictly positive real number to each vector in a vector space over the field of real or …

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Investing in an ever-changing world

"Anything can happen in the short term but over a few decades the equity market has always produced very significant gains including periods of war, countless recessions and economic shocks. The best financial advice you can give to your children, grandchildren, nieces and nephews is to start as early as possible, stay invested and continue …

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Misc. Math. Might Relate to Optimization

find the equation for a line http://www.webmath.com/_answer.php Parametric forms for lines and vectors https://www.futurelearn.com/courses/maths-linear-quadratic-relations/0/steps/12128 Solving Systems of Linear Equations Using Matrices https://www.mathsisfun.com/algebra/systems-linear-equations-matrices.html Affine Space ” ” Subspace https://www.wolframalpha.com/input/?i=subspace “What is an affine set? A set is called “affine” iff for any two points in the set, the line through them is contained in the set. …

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Industry Job Prospect for Graph Mining

Industry Job Prospect for Graph Mining Sample Jobs https://www.careerbuilder.com/jobs-graph-mining https://www.indeed.com/q-Graph-Mining-jobs.html For example, Google works in the following areas of Graph Mining. Google has jobs for such. Also, Facebook and any other social networking site will have jobs in relation to Graph Mining. Computational Biology, Medicine Research, Drug Discovery, Disease Diagnosis, Transportation, Scheduling, Shipping Scheduling will …

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Part X: Engineering Optimization: Mathematical Optimization

Good intro to: Quadratic Forms and Convexity https://www.dr-eriksen.no/teaching/GRA6035/2010/lecture4.pdf Concave Upward and Downward https://www.mathsisfun.com/calculus/concave-up-down-convex.html Convex functions and K-Convexityhttps://ljk.imag.fr/membres/Anatoli.Iouditski/cours/convex/chapitre_3.pdf *** . *** . *** . *** Note: Older short-notes from this site are posted on Medium: https://medium.com/@SayedAhmedCanada *** . *** *** . *** . *** . *** Sayed Ahmed BSc. Eng. in Comp. Sc. & Eng. (BUET) …

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Industry Job Prospect for Graph Mining

Industry Job Prospect for Graph Mining Sample Jobs https://www.careerbuilder.com/jobs-graph-mining https://www.indeed.com/q-Graph-Mining-jobs.html For example, Google works in the following areas of Graph Mining. Google has jobs for such. Also, Facebook and any other social networking site will have jobs in relation to Graph Mining. Computational Biology, Medicine Research, Drug Discovery, Disease Diagnosis, Transportation, Scheduling, Shipping Scheduling will …

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20 January, 2020 08:01

Background Required for taking a Graph Mining Course: As long as you are interested, you can check a Graph Mining course. However, a background in Computer Science/Engineering or related will be of great help. If you have taken courses such as Data Structure, Algorithms (and Computer Networks to some extent) – many course materials will …

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Bayesian Statistics and Machine Learning

Bayesian Statistics and Machine Learning “Bayesian inference is a method of statistical inference in which Bayes‘ theorem is used to update the probability for a hypothesis as more evidence or information becomes available. Bayesian inference is an important technique in statistics, and especially in mathematical statistics.” en.wikipedia.org › wiki › Bayesian_inference Bayesian inference – Wikipedia …

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Salt

"DESCRIPTION Pass the Salt is an investigation into the mysteries of one of our most fundamental elements. It’s a search for the real answers regarding the mounting debate about the benefits and dangers of salt. https://gem.cbc.ca/media/the-nature-of-things/season-59/episode-9/38e815a-0122947a376" *** Note: Older short-notes from this site are posted on Medium: https://medium.com/@SayedAhmedCanada *** . *** *** . *** . …

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