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MATHEMATICS
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Explore mathematics, the foundational science of numbers, patterns, and logical reasoning. Learn key topics including algebra, geometry, calculus, statistics, and number theory. Ideal for students, educators, and enthusiasts seeking to develop problem-solving skills and apply mathematical concepts in science, technology, finance, and everyday life.

Tuples

Tuples in Relations and their examples READ MORE...

Relations & Sets

A Relation from set A to set B is defined as a set of ordered pairs formed from the elements of set A and B. In other words, a relation is a subset of the cartesian product of sets A and B. The subset is derived by establishing predicate filter(s) or criteria stating a condition that evaluates the qualifying ordered pairs from the cartesian product to be included in the subset as specified by the relation. A relation is uni-directional i.e. if a relation exists from A to B then it does not imply that a relation exists from B to A as well. Also, (a,b) ≠ (b,a) Let a ∈ A and b ∈ B. Let (a,b) be an […] READ MORE...

Even & Odd Functions 

A function is said to be an even function if the sign of the image does not change when the sign of the preimage changes. Conversely, a function is called an odd function when the sign of the image changes when the sign of the preimage changes. For Even functions, f(x) = f(-x). For the Odd function, f(x) = -f(-x). Examples of Even Function: f(x) = x2 .We have f(1) = 1 and f(-1) = 1 hence f(1) = f(-1).This is true fora ∀ x ∈ R.Another example would be mod function |x|. Examples of Odd Function: f(x) = x3 .We have f(1) = 1 and f(-1) = -1 hence f(1) = -f(-1).This is true for ∀ x ∈ R. READ MORE...

Probability Cause and Effect Problem

Question What does it mean for one event ? to cause another event ? - for example, smoking (?) to cause cancer (?)? There is a long history in philosophy, statistics, and the sciences of trying to clearly analyze the concept of a cause. One tradition says that causes raise the probability of their effects; we may write this symbolically as \( ?(?|?) > ?(?)  \) -  -  -  -  -  -  -  -  -  - (1) a) Does equation (1) imply that ?(?|?) > ?(?)? If so, prove it. If not, give a counter-example. b) Another way to formulate a probabilistic theory of causation is to say that \( P (E | C) > P(E | C^c)    \)  […] READ MORE...

Probability Problem: Suppose you roll a fair die two times. Let ? be the event “THE SUM OF THE THROWS EQUALS 5” and ? be the event “AT LEAST ONE OF THE THROWS IS A 4”. Solve for the probability that the sum of the throws equals 5, given that at least one of the throws is a 4. That is, solve ?(?|?).

Solution We have A = (1,4), (2,3), (3,2), (4,1) B = (1,4), (2,4), (3,4), (4,4), (5,4), (6,4), (4,1), (4,2), (4,3), (4,5), (4,6) \( P(A|B) = \dfrac {P(A∩B)}{P(B)} \) \( A∩B = (1,4), (4,1) \) The sample space comprises of 6×6 = 36 eventsHence,\( P(A∩B) = \dfrac{2}{36} = \dfrac{1}{18} \)\( P(B) = \dfrac{11}{36} \) Thus, \( P(A|B) = \dfrac {\dfrac{2}{36} } { \dfrac{11}{36} } \) or \( P(A|B) = \dfrac{2}{11} \) (Required probability) READ MORE...

De Morgan’s laws

De Morgan’s First Law The complement of the union of two sets is equal to the intersection of their complements i.e. (A ∪ B )' = A' ∩ B' De Morgan’s Second Law The complement of the intersection of two sets is equal to the union of their complements i.e. (A ∩ B )’ = A’ ∪ B’ READ MORE...

Cartesian Product of Sets

A cartesian product between two sets is defined as the set consisting of all possible ordered pairs that can be formed by taking one element from each of the sets at a given time. If A and B are two sets such that a ∈ A and b ∈ B, then the cartesian product between A and B is denoted as A × B and is evaluated as { (a,b) } where a ∈ A and b ∈ B. Let A = { 1,2 } and B = { x,y } The cartesian product of A and B denoted as A × B = { (1,x) , (1,y), (2,x), (2,y) } The cartesian product of B and A, denoted as […] READ MORE...

Tuples

In mathematics, a tuple or a sequence is a list of objects arranged in an order. Such a list may have repeated objects but the order is more important. Such sequences or tuples are denoted as ( t1, t2, t3, …., tn ) where tn is the nth element of the list. Below are a few examples of tuples. (x, y) (1, 2, 3, 4, 5) (1, 4, 9, 16) (a, e, f, j, k) (red, blue, green) (+, -, *, ×, ÷, ?) Please note ☞ A tuple with n elements is called an n-tuple. A tuple is written by enlisting the elements in the required order and enclosed within parentheses. The elements are separated by a comma. (1, 5, 9, 2, 3, 34) […] READ MORE...