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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.

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...

Ordered Pairs

An ordered pair is a 2-tuple formed by taking two elements (generally numbers but can be alphabets, characters, words, or symbols). The general form of representation is (a, b) where a and b represent two distinct objects. The important thing with ordered pairs is that the ordering of the participating elements is important i.e. (a, b) is different from (b, a) unless a=b (a,b) ≠ (b,a) unless a=b Examples of Ordered pairs : (1,2)(a,b)(-172,45.98)(x,3) Remember ☞ (a, b) ≠ (b, a), unless a = b.  If (a1, b2) = (a2, b2) ⇒ a1=a2 & b1=b2 Ordered pairs are widely used in set theory, calculus, relations, and function theories and in the representation of intervals for functions on numbers lines, and axis, for laws and […] READ MORE...

Cartesian Product

The cartesian product of two sets A and B is defined as a set formed by all the possible ordered pairs of elements from A and B, such that the first element comes from set A and the second element comes from set B. The cartesian product is denoted as A × B. ​Let a and b represent arbitrary elements from set A and set B respectively. So, a ∈ A and b ∈ B. Then A × B = { (a,b) | a ∈ A, b ∈ B }. Remember ☞ ​If A has m elements and B has n elements then their cartesian product will have m × n elements. If n(A) = m and n(B)=n ,  then n(A × B) […] READ MORE...

Intersection operation on two sets

The intersection of two sets A & B is defined as a set that contains only those members which are common to both A and B. The intersection operation is denoted by the symbol ∩. Remember, for two disjoint sets (sets having no common elements), the intersection results in an empty set (∅). Example ⇒If A = { 1, 2, 3, 4 } and B = { 1, 4, 5, 6 }Then A ∩ B = { 1, 4} Similarly, if A = { 1, 1, 1, 2, 3 } and B = { 1, 1, 2, 2, 4 }Then A ∩ B = { 1, 2 } Similarly, if A = { dog, cat, cow } and B = { peacock, bull […] READ MORE...

Union of two sets

The union of two sets A & B is defined as a set that contains all the member elements of A and B. the union operation is denoted by the symbol ∪. One point to remember here is that the union of two or more sets always gives a set with distinct members i.e., in case any of the sets contain any duplicate values or if the result of combining the elements of the set results in duplicate values, the net outcome of the union operation will always result in distinct elements. Example ⇒ If A = { 1, 2, 3, 4 } and B = { 1, 4, 5, 6 } Then A ∪ B = { 1, 2, 3, 4, 5, […] READ MORE...