This document outlines the aims and content of the IGCSE Mathematics - Additional Standards syllabus. The aims are to consolidate elementary mathematical skills, develop knowledge of mathematical concepts, foster problem solving abilities, and apply mathematics to real-world situations. The content includes set theory, functions, quadratic functions, indices and surds, polynomials, simultaneous equations, logarithmic and exponential functions, straight line graphs, trigonometry, permutations and combinations, binomial expansions, vectors, matrices, differentiation, and integration. Assessment objectives are to recall and apply techniques, interpret mathematical data, comprehend concepts and relationships, and formulate and solve problems.
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Here is a basic Linear Algebra review for the class of Machine Learning. This is actually becoming a new class in the mathematics of Intelligent Systems, there I will be teaching stuff in
1.- Linear Algebra - From the basics to the Cayley-Hamilton Theorem with applications
2.- Mathematical Analysis - from set to the Reimann Integral
3.- Topology - Mostly in Hilbert Spaces
4.- Optimization - Convex functions, KKT conditions, Duality Theory, etc.
The stuff is going to be interesting...
Linear Algebra may be defined as the form of algebra in which there is a study of different kinds of solutions which are related to linear equations. In order to explain the Linear Algebra, it is important to explain that the title consists of two different terms. The very first term which is important to be considered in the same, is Linear. Linear may be defined as something which is straight. Linear equations can be used for the calculation of the equation in a xy plane where the straight lines has been defined. In addition to this, linear equations can be used to define something which is straight in a three dimensional perspective. Another view of linear equations may be defined as flatness which recognizes the set of points which can be used for giving the description related to the equations which are in a very simple forms. These are the equations which involves the addition and multiplication.
Jr imp, Maths IB Important, Mathematics IB, Mathematics, Jr. Maths, Mathematics AP board, Mathematics important, Maths AP Board, Inter Maths IB, Inter Maths IB Important.
Here is a basic Linear Algebra review for the class of Machine Learning. This is actually becoming a new class in the mathematics of Intelligent Systems, there I will be teaching stuff in
1.- Linear Algebra - From the basics to the Cayley-Hamilton Theorem with applications
2.- Mathematical Analysis - from set to the Reimann Integral
3.- Topology - Mostly in Hilbert Spaces
4.- Optimization - Convex functions, KKT conditions, Duality Theory, etc.
The stuff is going to be interesting...
Linear Algebra may be defined as the form of algebra in which there is a study of different kinds of solutions which are related to linear equations. In order to explain the Linear Algebra, it is important to explain that the title consists of two different terms. The very first term which is important to be considered in the same, is Linear. Linear may be defined as something which is straight. Linear equations can be used for the calculation of the equation in a xy plane where the straight lines has been defined. In addition to this, linear equations can be used to define something which is straight in a three dimensional perspective. Another view of linear equations may be defined as flatness which recognizes the set of points which can be used for giving the description related to the equations which are in a very simple forms. These are the equations which involves the addition and multiplication.
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Major cyber events in 2024
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Systemic attacks in the Middle East
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2. Heatmap utilization for testing
3. Optimization of testing processes
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Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Igcse mathematics additional standards
1. IGCSE MATHEMATICS – ADDITIONAL STANDARDS
Aims
consolidate and extend their elementary mathematical skills, and use these in the
context of more advanced techniques
further develop their knowledge of mathematical concepts and principles, and use this
knowledge for problem solving
appreciate the interconnectedness of mathematical knowledge
acquire a suitable foundation in mathematics for further study in the subject or in
mathematics related subjects
devise mathematical arguments and use and present them precisely and logically
integrate information technology (IT) to enhance the mathematical experience
develop the confidence to apply their mathematical skills and knowledge in appropriate
situations
develop creativity and perseverance in the approach to problem solving
derive enjoyment and satisfaction from engaging in mathematical pursuits, and gain an
appreciation of the beauty, power and usefulness of mathematics.
Assessment objectives
recall and use manipulative technique
interpret and use mathematical data, symbols and terminology
comprehend numerical, algebraic and spatial concepts and relationships
recognise the appropriate mathematical procedure for a given situation
formulate problems into mathematical terms and select and apply appropriate
techniques of solution.
Syllabus content 1. Set language and notation
use set language and notation, and Venn diagrams to describe sets and represent
relationships between sets as follows: A = {x: x is a natural number} B = {(x,y): y =
mx + c} C = {x: a Y x Y b} D = {a, b, c, …}
understand and use the following notation: Union of A and B A ? B Intersection of A and
B A n B Number of elements in set A n(A) “…is an element of…” ? “…is not an element
of…” ? Complement of set A A’ The empty set Ø Universal set A is a subset of B A ? B A
is a proper subset of B A ? B A is not a subset of B A ? B A is not a proper subset of B A
?B
2. Functions
understand the terms: function, domain, range (image set), oneone function, inverse
function and composition of functions
use the notation f(x) = sin x, f: x a lg x (x > 0), f–1(x) and f2(x) [= f (f(x))]
understand the relationship between y = f(x) and y = f(x), where f(x) may be linear,
quadratic or trigonometric
explain in words why a given function is a function or why it does not have an inverse
find the inverse of a one-one function and form composite functions
use sketch graphs to show the relationship between a function and its inverse
3. Quadratic functions
find the maximum or minimum value of the quadratic function f : x a ax2 + bx + c by
any method
use the maximum or minimum value of f(x) to sketch the graph or determine the range
for a given domain
know the conditions for f(x) = 0 to have: (i) two real roots, (ii) two equal roots, (iii) no
real roots and the related conditions for a given line to (i) intersect a given curve, (ii) be
a tangent to a given curve, (iii) not intersect a given curve
solve quadratic equations for real roots and find the solution set for quadratic
inequalities
4. Indices and surds
perform simple operations with indices and with surds, including rationalising the
denominator
5. Factors of polynomials
know and use the remainder and factor theorems
find factors of polynomials
solve cubic equations
6. Simultaneous equations
solve simultaneous equations in two unknowns with at least one linear equation
2. 7. Logarithmic and exponential functions
know simple properties and graphs of the logarithmic and exponential functions
including ln x and ex (series expansions are not required)
know and use the laws of logarithms (including change of base of logarithms)
solve equations of the form ax = b
8. Straight line graphs
interpret the equation of a straight line graph in the form y = mx + c
transform given relationships, including y = axn and y = Abx, to straight line form and
hence determine unknown constants by calculating the gradient or intercept of the
transformed graph
solve questions involving mid-point and length of a line
know and use the condition for two lines to be parallel or perpendicular
9. Circular measure
solve problems involving the arc length and sector area of a circle, including knowledge
and use of radian measure
10. Trigonometry
know the six trigonometric functions of angles of any magnitude (sine, cosine, tangent,
secant, cosecant, cotangent)
understand amplitude and periodicity and the relationship between graphs of e.g. sin x
and sin 2x
draw and use the graphs of y = a sin (bx) + c y = a cos (bx) + c y = a tan (bx) + c
where a, b are positive integers and c is an integer
use the relationships and solve simple trigonometric equations involving the six
trigonometric functions and the above relationships (not including general solution of
trigonometric equations)
prove simple trigonometric identities
11. Permutations and combinations
recognise and distinguish between a permutation case and a combination case
know and use the notation ! (with 0! = 1), and the expressions for permutations and
combinations of items taken at a time
answer simple problems on arrangement and selection (cases with repetition of objects,
or with objects arranged in a circle or involving both permutations and combinations,
are excluded)
12. Binomial expansions
use the Binomial Theorem for expansion of (a + b) for potive integral
use the general term (knowledge of the greatest term and properties of the coefficients
is not required)
13. Vectors in 2 dimensions
use vectors in any form
know and use position vectors and unit vectors
find the magnitude of a vector; add and subtract vectors and multiply vectors by scalars
compose and resolve velocities
use relative velocity, including solving problems on interception (but not closest
approach)
14. Matrices
display information in the form of a matrix of any order and interpret the data in a given
matrix
solve problems involving the calculation of the sum and product (where appropriate) of
two matrices and interpret the results
calculate the product of a scalar quantity and a matrix
use the algebra of 2 × 2 matrices (including the zero and identity matrix)
calculate the determinant and inverse of a non-singular 2 × 2 matrix and solve
simultaneous linear equations
15. Differentiation and integration
understand the idea of a derived function
use the notations
use the derivatives of the standard functions x (for any rational ), sin x, cos x, tan x, ex,
ln x, together with constant multiples, sums and composite functions of these
differentiate products and quotients of functions
apply differentiation to gradients, tangents and normals, stationary points, connected
rates of change, small increments and approximations and practical maxima and minima
problems
discriminate between maxima and minima by any method
understand integration as the reverse process of differentiation
3. integrate sums of terms in powers of x, excluding 1/x
integrate functions of the form
evaluate definite integrals and apply integration to the evaluation of plane areas
apply differentiation and integration to kinematics problems that involve displacement,
velocity and acceleration of a particle moving in a straight line with variable or constant
acceleration, and the use of x - and -h