Meta tags:

Headings (most frequently used words):

and, optimization, in, matrix, understanding, muthukrishnan, ai, computer, vision, algorithms, mathematics, ram, cpu, usage, code, dry, don, repeat, yourself, crash, course, solid, principles, beam, search, ant, colony, aco, demystifying, determinant, of, birthday, problem, monte, carlo, simulation, correlations, correlation, computing, the, discrete, fréchet, distance, using, dynamic, programming, interquartile, range, iqr, outliers, posts, navigation,

Text of the page (most frequently used words):
the (29), and (12), that (8), are (7), for (7), artificial (7), intelligence (7), 2023 (5), 2021 (5), you (5), search (5), software (5), with (4), #outliers (4), which (4), using (4), one (4), mathematics (4), optimization (4), december (4), principles (4), muthukrishnan (3), when (3), data (3), good (3), code (3), man (3), dog (3), can (3), may (3), algorithms (3), more (3), also (3), passengers (3), was (3), computer (3), vision (3), ant (3), solid (3), engineering (3), usage (3), our (3), back (2), buy (2), amazon (2), there (2), them (2), understanding (2), statistics (2), science (2), january (2), fréchet (2), distance (2), walking (2), leash (2), curve (2), other (2), programming (2), correlation (2), measure (2), how (2), linear (2), demand (2), its (2), time (2), matrix (2), get (2), chance (2), shares (2), birthday (2), have (2), first (2), introduced (2), determinants (2), high (2), only (2), colony (2), aco (2), algorithm (2), ants (2), pheromones (2), way (2), beam (2), set (2), paths (2), stands (2), single (2), dry (2), principle (2), don (2), repeat (2), yourself (2), need (2), application (2), performance (2), memory (2), top, com, download, sample, recently, published, book, next, page, posts, navigation, dealing, large, number, practice, remove, any, before, further, processing, unless, reason, keep, simple, words, datapoint, unusually, far, away, from, rest, dataset, lazy, here, find, interquartile, range, iqr, definition, usually, explained, analogy, his, move, both, vary, their, speed, but, backtracking, not, allowed, what, length, shortest, computing, discrete, dynamic, two, variables, related, another, referred, dependence, increase, product, increases, price, called, traffic, roads, certain, intervals, day, amount, rain, correlates, grass, fires, correlations, plane, carry, 100, same, yours, into, bus, capacity, finding, someone, who, your, problem, monte, carlo, simulation, idea, matrices, school, algebra, class, then, goal, remember, compute, given, formulas, visited, again, after, many, years, projects, became, clear, had, demystifying, determinant, june, metaheuristic, inspired, foraging, behavior, social, insects, communicate, each, chemicals, they, leave, trails, finds, source, food, will, lay, down, trail, heuristic, variant, breadth, designed, such, explores, limited, promising, solutions, space, instead, all, possible, often, computationally, expensive, used, field, particularly, five, design, object, oriented, intended, make, designs, understandable, flexible, maintainable, these, were, robert, martin, known, uncle, bob, considered, fundamental, guidelines, creating, quality, robust, scalable, systems, responsiblity, crash, course, emphasizes, avoiding, duplication, basically, states, every, piece, knowledge, within, system, should, unambiguous, authoritative, representation, imagine, writing, recipe, chocolate, chip, cookies, cup, response, growing, windows, enhance, development, team, embarked, project, refactor, legacy, codebase, key, focus, this, effort, streamline, ensure, optimal, scalability, recognizing, inefficient, management, ram, cpu, february, 2024, about, menu, skip, content,

Text of the page (random words):
muthukrishnan ai computer vision algorithms and mathematics skip to content muthukrishnan ai computer vision algorithms and mathematics menu about me february 19 2024 artificial intelligence ram and cpu usage optimization in c code in response to the growing usage of our windows application and the need to enhance its performance our development team embarked on a project to refactor our legacy c codebase a key focus of this effort was to streamline the application s memory usage to ensure optimal performance and scalability recognizing that inefficient memory management can december 28 2023 software engineering dry don t repeat yourself the dry principle which stands for don t repeat yourself is a principle in software engineering that emphasizes avoiding code duplication it basically states that every piece of knowledge within a system should have a single unambiguous authoritative representation imagine you re writing a recipe for chocolate chip cookies if you need to measure 1 cup of december 22 2023 software engineering a crash course in solid principles the solid principles are a set of five design principles in object oriented programming intended to make software designs more understandable flexible and maintainable these principles were introduced by robert c martin also known as uncle bob and are considered fundamental guidelines for creating high quality robust and scalable software systems solid stands for s single responsiblity december 20 2023 artificial intelligence beam search beam search is a heuristic search algorithm a variant of breadth first search designed in such a way that it only explores a limited set of promising paths or solutions in a search space instead of all possible paths which is often computationally expensive it is used in the field of artificial intelligence particularly in december 20 2023 artificial intelligence ant colony optimization aco ant colony optimization aco is a metaheuristic optimization algorithm inspired by the foraging behavior of ants ants are social insects that communicate with each other using pheromones which are chemicals that they leave on trails when an ant finds a good source of food it will lay down a trail of pheromones on the way june 22 2021 mathematics demystifying determinant of a matrix i was first introduced to the idea of matrices and determinants in my high school linear algebra class back then my only goal was to remember how to compute them using the given formulas when i visited the determinants again after many years for one of my computer vision projects it became clear i had may 15 2021 artificial intelligence data science statistics birthday problem and monte carlo simulation if you get on a plane that can carry 100 or more passengers at a time there is a 99 chance that one of the passengers shares the same birthday as yours if you get into a bus with a capacity of 50 passengers you have a 97 chance of finding someone who shares your may 7 2021 artificial intelligence understanding correlations and correlation matrix correlation is the measure of how two or more variables are related to one another also referred to as linear dependence an increase in demand for a product increases its price also called the demand curve traffic on roads at certain intervals of time of the day the amount of rain correlates with grass fires january 24 2021 algorithms artificial intelligence mathematics computing the discrete fréchet distance using dynamic programming definition the fréchet distance is usually explained using the analogy of a man walking his dog a man is walking a dog on a leash the man can move on one curve the dog on the other both may vary their speed but backtracking is not allowed what is the length of the shortest leash january 19 2021 data science statistics understanding interquartile range iqr and outliers when dealing with a large number of data it s a good practice to remove any outliers before further processing unless there is a good reason to keep them outliers in simple words are datapoint which are unusually far away from the rest of the dataset for the lazy here is the code to find outliers posts navigation next page my recently published book download sample buy on amazon in buy on amazon com 2023 muthukrishnan back to top