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        <title>MathCity.org</title>
        <description>Merging man &amp; maths</description>
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            <title>MathCity.org</title>
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        <item>
            <title>CSC456: Stochastic Processes (Fall 2025)</title>
            <link>https://www.mathcity.org/atiq/fa25-csc456</link>
            <description>CSC456: Stochastic Processes (Fall 2025)

[Stochastic Processes (Fall 2025), Image Courtesy: Gemini]

Course Objectives:

	*  To define basic concepts from the theory of Markov chains and present proofs for the most important theorems.
	*  To compute probabilities of transition between states and return to the initial state after long time intervals in Markov chains.</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 28 Dec 2025 14:20:45 +0000</pubDate>
        </item>
        <item>
            <title>CSC456: Stochastic Processes (Spring 2026)</title>
            <link>https://www.mathcity.org/atiq/sp26-csc456</link>
            <description>CSC456: Stochastic Processes (Spring 2026)

[Stochastic Processes (Spring 2026), Image Courtesy: Gemini]

Course Learning Outcomes:

	*  To define basic concepts from the theory of Markov chains and present proofs for the most important theorems.
	*  To compute probabilities of transition between states and return to the initial state after long time intervals in Markov chains.</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Wed, 03 Jun 2026 08:38:47 +0000</pubDate>
        </item>
        <item>
            <title>CHEM-501: Basic Mathematics for Chemist</title>
            <link>https://www.mathcity.org/atiq/chem-501</link>
            <description>CHEM-501: Basic Mathematics for Chemist

Course contents

Introdtuction; Review of basic algebra, Graphs and their significance in chemistry. Trigonometric, logarithmic and exponential functions. Differentiation, partial differentiation, differential equations and their use in chemical problems. Concept of maxima and minima. integration, Determinants and Matrices, their properties and use in chemical problems. solutions of linear equations (simple, determinant and matrices methods), operator the…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 07 Feb 2021 16:40:04 +0000</pubDate>
        </item>
        <item>
            <title>MTH321: Real Analysis I (Fall 2019)</title>
            <link>https://www.mathcity.org/atiq/fa19-mth321</link>
            <description>MTH321: Real Analysis I (Fall 2019)



[Photo-illustration of Zeno&#039;s Paradox by Juliana Jiménez Jaramillo. Photo by Twildlife/Thinkstock]

At the end of this course the students will be able to understand the basic set theoretic statements and emphasize the proofs’ development of various statements by induction. Define the limit of, a function at a value, a sequence and the Cauchy criterion. Prove various theorems about limits of sequences and functions and emphasize the proofs’ development. Def…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 07 Feb 2021 16:40:11 +0000</pubDate>
        </item>
        <item>
            <title>MTH322: Real Analysis II (Fall 2019)</title>
            <link>https://www.mathcity.org/atiq/fa19-mth322</link>
            <description>MTH322: Real Analysis II (Fall 2019)

This course is offered to MSc, Semester II at Department of Mathematics, COMSATS University Islamabad, Attock campus. This course need rigorous knowledge of continuity, differentiation, integration, sequences and series of numbers. these notions included in</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 07 Feb 2021 16:40:12 +0000</pubDate>
        </item>
        <item>
            <title>MTH211: Discrete Mathematics (Fall 2020)</title>
            <link>https://www.mathcity.org/atiq/fa20-mth211</link>
            <description>MTH211: Discrete Mathematics (Fall 2020)



Course Objectives:

Discrete Mathematics is branch of Mathematics which deals with discrete structures
like logic. sequences, graphs, relations in contrast to Calculus. where we enjoy the
continuity of functions and the set of real numbers. This course is introduction to
discrete structures which are not the part of main stream courses.
Discrete Mathematics has applications in Computer Science. Economics and Decision
Making etc. This course will help t…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 07 Feb 2021 16:40:14 +0000</pubDate>
        </item>
        <item>
            <title>MTH322: Real Analysis II (Fall 2020)</title>
            <link>https://www.mathcity.org/atiq/fa20-mth322</link>
            <description>MTH322: Real Analysis II (Fall 2020)

This course is offered to MSc, Semester II at Department of Mathematics, COMSATS University Islamabad, Attock campus. This course need rigorous knowledge of continuity, differentiation, integration, sequences and series of numbers, that is many notion included in</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 07 Feb 2021 16:40:14 +0000</pubDate>
        </item>
        <item>
            <title>MTH424: Convex Analysis (Fall 2020)</title>
            <link>https://www.mathcity.org/atiq/fa20-mth424</link>
            <description>MTH424: Convex Analysis (Fall 2020)

[Convex Analysis]

Objectives:

At the end of this course the students will be able to understand the concept of Convex Analysis, convex sets, convex functions, Differential of the convex function. Developing ability to study the Hadamard-Hermite inequalities and their applications. Prepare students to be self independent and enhance their mathematical ability by giving them home work and projects.$f(x)=x$$\mathbb{R}$$f(x)=x^2$$\mathbb{R}$$f:[a,b]\to \mathbb{…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 07 Feb 2021 16:40:16 +0000</pubDate>
        </item>
        <item>
            <title>MTH321: Real Analysis I (Fall 2021)</title>
            <link>https://www.mathcity.org/atiq/fa21-mth321</link>
            <description>MTH321: Real Analysis I (Fall 2021)
Discussion is available at the end of this page. One is free to ask any question or comment.


[Photo-illustration of Zeno&#039;s Paradox]

At the end of this course the students will be able to understand the basic set theoretic statements and emphasize the proofs’ development of various statements by induction. Define the limit of, a function at a value, a sequence and the Cauchy criterion. Prove various theorems about limits of sequences and functions and emphas…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Fri, 28 Oct 2022 11:10:02 +0000</pubDate>
        </item>
        <item>
            <title>MTH322: Real Analysis II (Fall 2021)</title>
            <link>https://www.mathcity.org/atiq/fa21-mth322</link>
            <description>MTH322: Real Analysis II (Fall 2021)

This course is offered to MSc, Semester II at Department of Mathematics, COMSATS University Islamabad, Attock campus. This course need rigorous knowledge of continuity, differentiation, integration, sequences and series of numbers, that is many notion included in $\int_{1}^{\infty }{{{x}^{-p}} dx}$$p$$f\in \mathcal{R}[a,b]$$b\ge a$$f(x)\ge 0$$x\ge a$$\int_{a}^{\infty }{f(x) dx}$$M&gt;0$$\int\limits_{a}^{b}{f(x)\,dx} \le M$$b\ge a$$f\in \mathcal{R}[a,b]$$b\ge a$…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Thu, 30 Dec 2021 19:16:17 +0000</pubDate>
        </item>
        <item>
            <title>MTH321: Real Analysis I (Fall 2022)</title>
            <link>https://www.mathcity.org/atiq/fa22-mth321</link>
            <description>MTH321: Real Analysis I (Fall 2022)


~~DISCUSSION~~
[Photo-illustration of Zeno&#039;s Paradox]

At the end of this course the students will be able to understand the basic set theoretic statements and emphasize the proofs’ development of various statements by induction. Define the limit of, a function at a value, a sequence and the Cauchy criterion. Prove various theorems about limits of sequences and functions and emphasize the proofs’ development. Define continuity of a function and uniform conti…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Mon, 15 May 2023 07:16:43 +0000</pubDate>
        </item>
        <item>
            <title>MTH103: Exploring Quantitative Skills</title>
            <link>https://www.mathcity.org/atiq/fa23-mth103</link>
            <description>MTH103: Exploring Quantitative Skills

Course Objectives

This course aims to develop the basic mathematical skills which ultimately enhance problem-solving skills using inductive and deductive reasoning, Polya&#039;s strategy, and sets. The basic concepts will be develop with applications form the real world such as algebraic models with equations, rates, ratios, and percentages will be discussed. Students will also explore linear models, including rectangular coordinates, functions, empowering them…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Wed, 27 Sep 2023 13:47:12 +0000</pubDate>
        </item>
        <item>
            <title>MTH480: Introductory Quantum Mechanics</title>
            <link>https://www.mathcity.org/atiq/fa23-mth480</link>
            <description>MTH480: Introductory Quantum Mechanics

Objective

The physical principles and mathematical formalism of quantum theory, with emphasis on applications to atomic, molecular, and many-body physics; scattering phenomena; and electromagnetism (photon physics).  $x(t)={{t}^{3}}+2\sin t$$t=\dfrac{\pi }{6}$$v(t)={{t}^{2}}+t{{e}^{t}}$</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sat, 07 Oct 2023 18:27:32 +0000</pubDate>
        </item>
        <item>
            <title>MTH104: Calculus &amp; Analytical Geometry</title>
            <link>https://www.mathcity.org/atiq/fa24-mth104</link>
            <description>MTH104: Calculus &amp; Analytical Geometry

[MTH104: Calculus &amp; Analytical Geometry]

Course Objectives

The main objective of Calculus and Analytical Geometry for students is to continue learning the basics of the calculus of functions of one variable. They will study functions, their types, limit and continuity of a function, derivatives, rate of change, chain rule, the concepts and techniques of integration, maxima and minima for the function of one variable, power series sequence and series, Tay…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Wed, 25 Dec 2024 17:21:25 +0000</pubDate>
        </item>
        <item>
            <title>MTH731: Topology</title>
            <link>https://www.mathcity.org/atiq/fa24-mth731</link>
            <description>MTH731: Topology

[MTH731 Topology]

Contents

Introduction to Topological Structures and basic concepts (Revision) Topological Groups, Connected Spaces, Path Connected Spaces, Compact Spaces, Locally Connectedness and Locally Compactness, Homeomorphism and Topological Properties, n-spheres and Projective Spaces, The Separation axioms, Normal Spaces, The Urysohn Lemma, Numerability axioms, Covering spaces, The Tychnoff Theorem, Paracompact spaces, Manifolds (Brief Introduction), Imbedding of Man…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Wed, 25 Dec 2024 18:38:41 +0000</pubDate>
        </item>
        <item>
            <title>MTH324: Complex Analysis (Fall 2025)</title>
            <link>https://www.mathcity.org/atiq/fa25-mth324</link>
            <description>MTH324: Complex Analysis (Fall 2025)

[MTH324: Complex Analysis (Fall 2025) Courtesy: Copilot]

Course Objectives:

At the end of this course the students will be able to understand the basic properties of functions of a complex variable with the theory of analytic functions and its applications. 

Course contents:</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 28 Sep 2025 07:23:19 +0000</pubDate>
        </item>
        <item>
            <title>MATH-300: Basic Mathematics for Chemist</title>
            <link>https://www.mathcity.org/atiq/math-300</link>
            <description>MATH-300: Basic Mathematics for Chemist

Without mathematics the sciences cannot be understood, nor made clear, nor taught, nor learned. (Roger Bacon, 1214–1292)

Course contents

Introdtuction; Review of basic algebra, Graphs and their significance in chemistry. Trigonometric, logarithmic and exponential functions. Differentiation, partial differentiation, differential equations and their use in chemical problems. Concept of maxima and minima. integration, Determinants and Matrices, their prope…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Wed, 31 May 2023 05:38:37 +0000</pubDate>
        </item>
        <item>
            <title>MTH251: Set Topology (Spring 25)</title>
            <link>https://www.mathcity.org/atiq/s625-mth251</link>
            <description>MTH251: Set Topology (Spring 25)

[MTH251 Set Topology]

Set topology is a branch of mathematics that studies the properties of shapes and spaces that remain unchanged even if they are stretched, twisted, or deformed (without tearing or gluing). It helps us understand concepts like continuity, connectedness, and boundaries.$\mathbb{R}$$T_1$$\mathbb{Z}$$A=\{1,2,3,...,20\}$$\mathbb{R}$$\mathbb{Q}$$\mathbb{R}$$A=\left\{1,\frac{1}{2},\frac{1}{3},... \right\}$$A$$\mathbb{R}$$A=\mathbb{N}$$B=\{1,2,3,.…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 01 Feb 2026 14:28:11 +0000</pubDate>
        </item>
        <item>
            <title>MTH322: Real Analysis II (Spring 2019)</title>
            <link>https://www.mathcity.org/atiq/sp19-mth322</link>
            <description>MTH322: Real Analysis II (Spring 2019)

This course is offered to MSc, Semester II at Department of Mathematics, COMSATS University Islamabad, Attock campus. This course need rigorous knowledge of continuity, differentiation, integration, sequences and series of numbers, that is many notion included in</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 07 Feb 2021 16:40:39 +0000</pubDate>
        </item>
        <item>
            <title>MTH633: Advanced Convex Analysis (Spring 2019)</title>
            <link>https://www.mathcity.org/atiq/sp19-mth633</link>
            <description>MTH633: Advanced Convex Analysis (Spring 2019)

Convex sets, convex hull, their properties, separation theorems, hyperplane, Best approximation theorem and its applications, Farkas and Gordan Theorems, Extreme points and Polyhedral. Convex functions, Basic Definitions, properties, various generalizations, differentiable convex functions, subgradient, characterization and applications in linear and nonlinear optimization, complementarity problems and its equivalent formulations.$\mathbb{R}$$\math…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 07 Feb 2021 16:40:40 +0000</pubDate>
        </item>
        <item>
            <title>MTH211: Discrete Mathematics (Spring 2020)</title>
            <link>https://www.mathcity.org/atiq/sp20-mth211</link>
            <description>MTH211: Discrete Mathematics (Spring 2020)



Course Objectives:

Discrete Mathematics is branch of Mathematics which deals with discrete structures
like logic. sequences, graphs, relations in contrast to Calculus. where we enjoy the
continuity of functions and the set of real numbers. This course is introduction to
discrete structures which are not the part of main stream courses.
Discrete Mathematics has applications in Computer Science. Economics and Decision
Making etc. This course will help…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 07 Feb 2021 16:40:40 +0000</pubDate>
        </item>
        <item>
            <title>MTH321: Real Analysis I (Spring 2020)</title>
            <link>https://www.mathcity.org/atiq/sp20-mth321</link>
            <description>MTH321: Real Analysis I (Spring 2020)
Discussion is available at the end of this page. One is free to ask any question or comment.


~~DISCUSSION~~
[Photo-illustration of Zeno&#039;s Paradox]

At the end of this course the students will be able to understand the basic set theoretic statements and emphasize the proofs’ development of various statements by induction. Define the limit of, a function at a value, a sequence and the Cauchy criterion. Prove various theorems about limits of sequences and fun…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Sun, 07 Feb 2021 16:40:41 +0000</pubDate>
        </item>
        <item>
            <title>MTH211: Discrete Mathematics (Fall 2020)</title>
            <link>https://www.mathcity.org/atiq/sp21-mth211</link>
            <description>MTH211: Discrete Mathematics (Fall 2020)



Course Objectives:

Discrete Mathematics is branch of Mathematics which deals with discrete structures
like logic. sequences, graphs, relations in contrast to Calculus. where we enjoy the
continuity of functions and the set of real numbers. This course is introduction to
discrete structures which are not the part of main stream courses.
Discrete Mathematics has applications in Computer Science. Economics and Decision
Making etc. This course will help t…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Thu, 10 Jun 2021 09:02:12 +0000</pubDate>
        </item>
        <item>
            <title>MTH211: Discrete Mathematics (Spring 2022)</title>
            <link>https://www.mathcity.org/atiq/sp22-mth211</link>
            <description>MTH211: Discrete Mathematics (Spring 2022)



Course Objectives:

Discrete Mathematics is branch of Mathematics which deals with discrete structures
like logic. sequences, graphs, relations in contrast to Calculus. where we enjoy the
continuity of functions and the set of real numbers. This course is introduction to
discrete structures which are not the part of main stream courses.
Discrete Mathematics has applications in Computer Science. Economics and Decision
Making etc. This course will help…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Mon, 12 Sep 2022 04:56:59 +0000</pubDate>
        </item>
        <item>
            <title>MTH322: Real Analysis II (Spring 2022)</title>
            <link>https://www.mathcity.org/atiq/sp22-mth322</link>
            <description>MTH322: Real Analysis II (Spring 2022)

This course is offered to BS, Semester VI at Department of Mathematics, COMSATS University Islamabad, Attock campus. This course need rigorous knowledge of continuity, differentiation, integration, sequences and series of numbers, that is many notion included in</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Wed, 13 Apr 2022 05:45:43 +0000</pubDate>
        </item>
        <item>
            <title>MTH321: Real Analysis I (Spring 2023)</title>
            <link>https://www.mathcity.org/atiq/sp23-mth321</link>
            <description>MTH321: Real Analysis I (Spring 2023)


~~DISCUSSION~~
[Photo-illustration of Zeno&#039;s Paradox]

At the end of this course the students will be able to understand the basic set theoretic statements and emphasize the proofs’ development of various statements by induction. Define the limit of, a function at a value, a sequence and the Cauchy criterion. Prove various theorems about limits of sequences and functions and emphasize the proofs’ development. Define continuity of a function and uniform con…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Wed, 14 Jun 2023 14:47:57 +0000</pubDate>
        </item>
        <item>
            <title>MTH322: Real Analysis II (Spring 2023)</title>
            <link>https://www.mathcity.org/atiq/sp23-mth322</link>
            <description>MTH322: Real Analysis II (Spring 2023)

[MTH322: Real Analysis II (Spring 2023)]
This course is offered to BS, Semester VI at Department of Mathematics, COMSATS University Islamabad, Attock campus. This course need rigorous knowledge of continuity, differentiation, integration, sequences and series of numbers, that is many notions included in $f\in \mathcal{R}[a,b]$$b\ge a$$f(x)\ge 0$$x\ge a$$\int_{\,a}^{\,\infty }{f(x)\,dx}$$M&gt;0$$\int\limits_{a}^{b}{f(x)\,dx}\leq M$$b\ge a$$f(x)$$g(x)$$x&gt;a$$\li…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Thu, 15 Jun 2023 01:08:47 +0000</pubDate>
        </item>
        <item>
            <title>MTH424: Convex Analysis (Spring 2024)</title>
            <link>https://www.mathcity.org/atiq/sp24-mth424</link>
            <description>MTH424: Convex Analysis (Spring 2024)

[Convex Analysis]

Objectives:

At the end of this course the students will be able to understand the concept of Convex Analysis, convex sets, convex functions, Differential of the convex function. Developing ability to study the Hadamard-Hermite inequalities and their applications. Prepare students to be self independent and enhance their mathematical ability by giving them home work and projects.</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Fri, 29 Mar 2024 03:48:00 +0000</pubDate>
        </item>
        <item>
            <title>MTH251: Set Topology (Spring 25)</title>
            <link>https://www.mathcity.org/atiq/sp25-mth251</link>
            <description>MTH251: Set Topology (Spring 25)

[MTH251 Set Topology]

Set topology is a branch of mathematics that studies the properties of shapes and spaces that remain unchanged even if they are stretched, twisted, or deformed (without tearing or gluing). It helps us understand concepts like continuity, connectedness, and boundaries.$\mathbb{R}$$T_1$$\mathbb{Z}$$A=\{1,2,3,...,20\}$$\mathbb{R}$$\mathbb{Q}$$\mathbb{R}$$A=\left\{1,\frac{1}{2},\frac{1}{3},... \right\}$$A$$\mathbb{R}$$A=\mathbb{N}$$B=\{1,2,3,.…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Tue, 29 Apr 2025 10:10:47 +0000</pubDate>
        </item>
        <item>
            <title>MTH424: Convex Analysis (Spring 2025)</title>
            <link>https://www.mathcity.org/atiq/sp25-mth424</link>
            <description>MTH424: Convex Analysis (Spring 2025)

[Convex Analysis]
Convex analysis is a branch of mathematics that studies convex sets and convex functions. A set is convex if a straight line between any two points in the set always stays inside it. This field is important in optimization, economics, and engineering. It helps in solving real-world problems like minimizing costs, maximizing profits, and designing efficient systems. Convex analysis is widely used in machine learning, finance, and physics. 😊…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
            <pubDate>Mon, 16 Jun 2025 18:51:28 +0000</pubDate>
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