Software Engineering Management Topics

 

*Software Engineering Management

**Initiation and Scope Definition

**Software Project Planning

**Software Project Enactment

**Software Review and Evaluation

**Software Closure

**Software Engineering Measurement

**Software Configuration Management

Software Engineering: Software Construction Topics

- Software Construction

**Software Construction Fundamentals

**Managing Construction

**Construction Design

**Construction Languages

**Construction Coding

**Construction Testing

**Reuse in Construction

**Construction Quality

**Integration

**Cross-Platform Development and Migration

Software Engineering: Software Architecture and Design Topics

- Software Architecture

**Software Architecture Fundamentals

**Software Architecture Description

**Software Architecture Process

**Software Architecture Evaluation

- Software Design

**Software Design Fundamentals

**Software Design Processes

**Software Design Qualities

**Recording Software Design 

**Software Design Strategies and Methods

**Software Design Analysis and Evaluations

Software Engineering: Requirements Engineering Topics

 

- Software Requirements Engineering

**Software Requirements Fundamentals

**Requirements Elicitation

**Requirements Analysis

**Requirements Specification

**Requirements Validation

**Requirements Management

Software Engineering: Introduction to Software Engineering Topics

- Introduction to Software Engineering

**Mathematical Foundation

**Computing Foundation

**Engineering Foundation

**Software Engineering Process

**Software Engineering Models and Methods

Software Engineering: Software Testing and Quality Engineering Topics

- Software Testing

 **Software Testing Fundamentals

 **Test Levels

 **Test Techniques

 **Test Process

 **Test-Related Measures

- Software Quality

**Software Quality Fundamentals

**Software Quality Management Process

**Software Quality Assurance Process

Computer Science: Cloud Computing Topics

- Evolution of Computing

*Layers of Computing

*Hardware, Software and Network communication 

*Web Based Technology

*Distributed Computing

*Hardware Virtualization

*Service Oriented Architecture

- Cloud Computing Foundations

*Cloud Computing Architecture

*Cloud Service Models

*Cloud Deployment Models

*Cloud Computing Services 

- Resource Virtualization in Cloud Computing

- Resource Pooling, Sharing and Provisioning 

- Scaling in the Cloud

- Capacity Planning in Cloud Computing

- Load Balancing in Cloud Computing

- Storage in Cloud

- Database in Cloud

- Cloud Security

- Cloud Management

File Structures Topics

 ➡️Introduction to File Structures

    ➤ History of File Structure Design

    ➤ Models for Accessing Files

        ✔ Sequentailly

        ✔ Tree Structures

        ✔ Direct Access

➡️Fundamentals File Processing Operations

    ➤ Physical files and Logical files

    ➤ Operations of file Systems

        ✔ Openning file

        ✔ Creating file

        ✔ Closing file

        ✔ Reading and Writing

        ✔ Seeking

➡️Secondary Storage and System Softwares

    ➤ Tapes and Disks

    ➤ Organization of Disks

        ✔ Platters

        ✔ Tracks

        ✔ Sectors

        ✔ Clusters

        ✔ Blocks/Sub-Blocks

     ➤ Optical Disks

     ➤ Buffer Management

➡️Fundamentals File Structure Concepts

    ➤ Fields and Record organization

    ➤ Using classes to manipulate buffers

    ➤ Using inheritance for record buffer classes

➡️Managing Files of Records

➡️Organizing Files for Performance

    ➤ Data Compression

    ➤ Fragmentation

➡️Indexing

➡️Hashing

➡️Unix File System

➡️File I/O Using Object oriented with C++

Reference Book: File structures an object oriented approach with C++

Computer Science: Databases Systems Main Topics

*Introduction to Database Systems

*Conceptual Data Modeling

*Database Programming

*Relational Data Model and SQL

*Object-Relational Databases 

*Database Design Theory and Normalization

*File Structures and Physical Database Design

*Query Processing and Optimization

*Transaction processing

*Concurrency control

*Recovery System

*Distributed Databases

*Big Data

*Data Mining

*Data Warehouse

*Database Security

Computer Science: Information Security Topics

 

 - The Need for Security

 - Legal,Ethical,and Professional Issues

 - Planning for Security

 - Risk Management

 - Security Technology

 - Cryptography

 - Implementing Information Security

 - Security and Personnel

 - Information Security Maintenance

 - Operations Security

 - Physical Security

 - Network Security

 - Operating System Security 

 - Application Security

Computer Science: Computer Networks Topics

 

        ** Computer Networks Introduction

*Network Hardware

*Network Software

*Reference Models

** The Physical Layer

*Guided Transmission Media

*Wirless Transmission

*Communication Satellites

*Digital Modulation and Multiplexing

*Public switched telephone network

*Mobile telephone system

*Cable television

** The Data Link Layer

*Data Link Layer Design Issues

*Error detection and Correction

*Data Link protocols

** Medium Access control Sub-Layer

*Channel Allocation problem

*Multiple access protocols

*Ethernet

*Wireless LANs

*Broadband Wireless

*Bluetooth

*RFID

*Data link Layer switching

** The Network Layer

*Network Layer Design Issues

*Routing Algorithms

*Congestion control Algorithms

*Quality of service

*Internetworking

*The Network layer in the Internet

** The Transport Layer

*The Transport service

*Transport protocols

*Congestion control

*Internet transport protocols

*Performance issues

*Delay-Tolerant Networking

** The Application Layer

*Domain Name system (DNS)

*Electronic Mail

*World Wide Web (WWW)

*Streaming Audio and Video

*Content Delivery

** Data Communication

*Data Transmission

*Transmission Media

*Signal Encoding Techniques

*Digital Data Communication Techniques

*Data Link Control Protocols

*Multiplexing

*Spread Spectrum

** Wide Area Networks (WANs)

 *Circuit Switching and Packet Switching

 *Asynchronous Transfer Mode

 *Routing in Switched Networks

 *Congestion Control in Data Networks

 *Cellular Wireless Networks

** Local Area Networks (LANs)

 *Local Area Network Overview

 *High-Speed LANs

 *Wireless LANs

** Internet

*Internetwork Protocols

*Internetwork Operation

*Transport Protocols

*Internet Applications

** Network Security

*Cryptography

*Symmetric-Key Algorithms

*Public-Key Algorithms

*Digital Signature

*Communication Security

*Authentication protocols

*Email Security

*Web Security

Physics: Electricity and Magnetism

-- Electric Charges and Fields

- Electric Charge

- Conductors, Insulators, and Induction

- Electric Field

- Columb's Law and Electrostatic fields

- Electric Field Lines

- Electric Dipoles

- Gauss's Law and Electric Flux

-- Electric potential

- Electric potential Energy

- Determining Field from potential

- Equipotential Surfaces and Conductors

- Applications of Electrostatics

-- Capacitance

- Capacitors and Capacitance

- Energy Stored in a Capacitor

- Capacitors with Dielectrics

-- Current and Resistance

- Electric Current

- Resistivity and Resistance

- Ohm's Law

- Electrical Energy and Power

-- Direct Current Circuits (DC)

- Electromotiv Force

- Kirchhoff’s Rules

- Electrical Measuring Instruments

- RC Circuits

-- Magnetic Forces and Fields

- Magnetism

- Magnetic Fields and Lines

- Magnetic Force

- Force and Torque on Current Loop

- The Hall Effect

- Sources of Magnetic Fields

- Ampère’s Law

-- Electromagnetic Induction

- Faraday’s Law

- Lenz's Law

- Motional Emf

- Induced Electric Fields

- Electric Generators and Back Emf

- Applications of Electromagnetic Induction

-- Inductance

- Mutual Inductance

- Self-Inductance and Inductors

- Energy in a Magnetic Field

- RL Circuits

- Oscillations in LC Circuit

- RLC Series Circuits

-- Alternating Current Circuits (AC)

- AC Sources

- Simple AC Circuits

- RLC Series Circuits with AC

- Power in an AC Circuit

- Resonance in an AC Circuit

- Transformers

-- Electromagnetic Waves

- Maxwell’s Equations

- Plane Electromagnetic Waves

- Energy Carried by Electromagnetic Waves

- Momentum and Radiation Pressure

- Electromagnetic Spectrum

Solid-state Physics and Semiconductors Topics

-- Solid-state Physics

- Crystal Structure

- Reciprocal lattice

- X-ray diffraction in crystals

- Lattice vibrations and thermal properties

- Defects in crystals

- Point Defects

- 1D, 2D and 3D Defects

- Free electron mode and electric properties

- Theory of dielectrics

-- Semiconductors

- Crystal Structure and Energy bands

- Intrinsic and extrinsic semiconductors

- Fermi-Dirac Function

- Density of carriers

- Carrier Transport

- Hall effect

- P-N Junctions

- I-V and C-V Characteristics

- Characteristics of Transistors (BJT, MIS)

- Optoelectronic

Modern Physics Main Topics

- Before Modern physics

--Newtonian Mechanics

--Maxwell's Equations 

- Principle of Relativity

--Invariance of Physical Laws

--Relativity of Simultaneity

--Time Dilation

--Length Contraction

--Lorentz transformation

--Relativistic Velocity Transformation

--The Relativistic Doppler Effect

--Relativistic Momentum

--Relativistic Energy

- Photons and Matter waves

--Blackbody Radiation

--Planck’s law of radiation

--Photoelectric Effect

--Compton Effect

--Bohr’s Model of the Hydrogen Atom

--De Broglie's Matter Waves

--Wave-Particle Duality

- Quantum Mechanics 

--Wave Functions

                --The Heisenberg Uncertainty Principle

--The Schrӧdinger Equation

--The Quantum Particle in a Box

--The Quantum Harmonic Oscillator

Computer Science: Algorithms Topics

- Mathematical Background

*Summations

*Sets,Relations and Functions

*Graphs and Trees

*Counting and Probability

*Matrices

- The Role of Algorithms in Computing

*Algorithms as a technology

*Analyzing algorithms

*Designing algorithms

- Recurrences

- Probabilistic Analysis and Randomized Algorithms

- Sorting

*Insertion Sort

*Merge Sort

*Heap Sort

*Quick Sort

- Data Structures Algorithms

*Searching

*Hashing

- Dynamic Programming

- Greedy Algorithms

        - Graph Algorithms

- Matrix Operations

- Linear Programming

- Number-Theoretic Algorithms

- String Matching Algorithms

- Computational Geometry

- Approximation Algorithms

Computer Science: Data Science Topics

Introduction to Data Science

*Data and Data science

*Data and datasets

*Collecting and preparing 

Analyzing data using Statistics

*Discriptive statistics

*Statistical measurment

*Probability distributions

*Inferential statistics

*Regression Analysis 

Predicting and Modeling using Data

*Time series and Forecasting

*Decision-Making using Machine Learning

*Deep learning and AI

Maintaining professional and ethical Data Science practice

*Ethics throughout data science cycle

*Visualizing data

*Reporting results

Using Technology for Data Science

*Spreadsheets for Data Science

*Python programming for Data science

*R programming for Data Science

Applied Mathematics: Probabilities and Statistics Topics

 

- Probability and Random Variables

*Events and their probabilities

*Rules of Probability

*Combinatorics

*Conditional probability and independence

- Discrete Random Variables and Their Distributions

- Continuous Distributions

- Stochastic Processes

- Queuing Systems

- Introduction to Statistics

*Population and sample,parameters and statistics

*Simple descriptive statistics

*Graphical statistics

- Statistical Inference

*Parameter estimation

*Confidence intervals

*Unknown standard deviation

*Hypothesis testing

*Inference about variances

*Chi-square tests

*Nonparametric statistics

*Bootstrap

*Bayesian inference

- Regression

*Least squares estimation

*Analysis of variance,prediction,and further inference

*Multivariate regression

*Model building

Computer Science: Artificial Intelligence Topics

 

- Intelligent Agents

*Agents and Environments

*Concept of Rationality

*Nature of Environments

*Structure of Agents

- Problem-Solving

*Solving problems by Searching

*Games

*Constraint Satisfaction Problems

- Knowledge, reasoning and planning

*Logical Agents

*First-Order Logic

*Planning Approaches

*Knowledge Representation

- Uncertain knowledge and reasoning

*Quantifying Uncertainly

*Probabilistic Reasoning

*Making Simple Decisions

*Making Compex Decisions

- Learning

*Learning from Examples

*knowledge in Learning

*Learning Probabilistic Models

*Reinforcement Learning

- Communication, perceiving and acting

*Natural Language Processing

*Natural Language for Communication

*Perception

*Robotics

Physics: Waves and Acoustics Topics

-- Oscillations

* Simple harmonic motion

* Pendulums

* Damped Oscillations

* Forced Oscillations

-- Waves

* Traveling Waves

* Wave Speed on a Stretched String

* Energy and Power of a Wave

* Interference of Waves

* Standing Waves and Resonance

-- Sound

* Sound Waves

* Speed of Sound

* Sound Intensity

* Resonance

* Doppler Effect

PhysicsTopics - الفيزياء العامة

 

Mechanics - الميكانيكا الكلاسيكية

Units and Measurement

Scope and Scale of Physics

Units and Standards

Unit Conversion

Scalars and Vectors

Motion along straight line

Position, Displacement, and Average Velocity

Instantaneous Velocity and Speed

Average and Instantaneous Acceleration

Motion with Constant Acceleration

Free Fall

Motion in 2D and 3D

Displacement and Velocity Vectors

Acceleration Vector

Projectile Motion

Uniform Circular Motion

Relative Motion in One and Two Dimensions

Newton's lows of Motion

Forces

Newton's First Law

Newton's Second Law

Mass and Weight

Newton’s Third Law

Friction

Work and Kinetic Energy

Work

Kinetic Energy

Work-Energy Theorem

Power

Potential Energy and Conservation of Energy

Potential Energy of a System

Conservative and Non-Conservative Forces

Conservation of Energy

Potential Energy Diagrams and Stability

Sources of Energy

Linear Momentum and Collisions

Linear Momentum

Impulse and Collisions

Conservation of Linear Momentum

Types of Collisions

Collisions in Multiple Dimensions

Center of Mass

Rocket Propulsion

Fixed-Axis Rotation

Rotational Variables

Rotation with Constant Angular Acceleration

Relating Angular and Translational Quantities

Moment of Inertia and Rotational Kinetic Energ

Torque

Newton’s Second Law for Rotation

Work and Power for Rotational Motion

Angular Momentum

Rolling Motion

Angular Momentum

Conservation of Angular Momentum

Precession of a Gyroscope

Static Equilibrium and Elasticity

Static Equilibrium

Stress, Strain, and Elastic Modulus

Elasticity and Plasticity

Gravitation

Newton's Law of Universal Gravitation

Gravitation Near Earth's Surface

Gravitational Potential Energy and Total Energy

Satellite Orbits and Energy

Kepler's Laws of Planetary Motion

Tidal Forces

Fluid Mechanics

Fluids, Density, and Pressure

Pascal's Principle and Hydraulics

Archimedes’ Principle and Buoyancy

Fluid Dynamics

Viscosity and Turbulence

Waves and Acoustics - الموجات والصوتيات

Oscillations

Simple harmonic motion

Pendulums

Damped Oscillations

Forced Oscillations

Waves

Traveling Waves

Wave Speed on a Stretched String

Energy and Power of a Wave

Interference of Waves

Standing Waves and Resonance

Sound

Sound Waves

Speed of Sound

Sound Intensity

Resonance

Doppler Effect

Thermodynamics - الديناميكا الحرارية

Temperature and Heat

Temperature and Thermal Equilibrium

Thermometers and Temperature Scales

Thermal Expansion

Heat Transfer, Specific Heat, and Calorimetry

Phase Changes

Mechanisms of Heat Transfer

Kinetic Theory of Gases

Molecular Model of an Ideal Gas

Pressure and Temperature

Heat Capacity and Equipartition of Energy

Distribution of Molecular Speeds

First Law of Thermodynamics

    Thermodynamic Systems

Thermodynamic Processes

Work, Heat and Internal Energy

Second Law of Thermodynamics

Heat Engines

Entropy

Electricity and Magnetism - الكهربية والمغناطيسية

Electric Charges and Fields

Electric Charge

Conductors, Insulators, and Induction

Electric Field

Columb's Law and Electrostatic fields

Electric Field Lines

Electric Dipoles

Gauss's Law and Electric Flux

Electric potential

Electric potential Energy

Determining Field from potential

Equipotential Surfaces and Conductors

Applications of Electrostatics

Capacitance

Capacitors and Capacitance

Energy Stored in a Capacitor

Capacitors with Dielectrics

Current and Resistance

Electric Current

Resistivity and Resistance

Ohm's Law

Electrical Energy and Power

Direct Current Circuits (DC)

Electromotiv Force

Kirchhoff’s Rules

Electrical Measuring Instruments

RC Circuits

Magnetic Forces and Fields

Magnetism

Magnetic Fields and Lines

Magnetic Force

Force and Torque on Current Loop

The Hall Effect

Sources of Magnetic Fields

Ampère’s Law

Electromagnetic Induction

Faraday’s Law

Lenz's Law

Motional Emf

Induced Electric Fields

Electric Generators and Back Emf

Applications of Electromagnetic Induction

Inductance

Mutual Inductance

Self-Inductance and Inductors

Energy in a Magnetic Field

RL Circuits

Oscillations in LC Circuit

RLC Series Circuits

Alternating Current Circuits (AC)

AC Sources

Simple AC Circuits

RLC Series Circuits with AC

Power in an AC Circuit

Resonance in an AC Circuit

Transformers

Electromagnetic Waves

Maxwell’s Equations

Plane Electromagnetic Waves

Energy Carried by Electromagnetic Waves

Momentum and Radiation Pressure

Electromagnetic Spectrum

Optics - البصريات 

Geometrical Optics

Propagation of Light

Reflection 

Refraction

Dispersion

Mirrors and Lenses

Eye and Image formation

Camera and Image formation

Microscopes and Telescopes

Physical Optics

Interference

Diffraction

Polarization

The Laser

Holography

Fiber Optics

Modern Physics - الفيزياء الحديثة

Before Modern physics

Newtonian Mechanics

Maxwell's Equations 

Principle of Relativity

Invariance of Physical Laws

Relativity of Simultaneity

Time Dilation

Length Contraction

Lorentz transformation

Relativistic Velocity Transformation

The Relativistic Doppler Effect

Relativistic Momentum

Relativistic Energy

Photons and Matter waves

Blackbody Radiation

Planck’s law of radiation

Photoelectric Effect

Compton Effect

Bohr’s Model of the Hydrogen Atom

De Broglie's Matter Waves

Wave-Particle Duality

Quantum Mechanics 

Wave Functions

The Heisenberg Uncertainty Principle

The Schrӧdinger Equation

The Quantum Particle in a Box

The Quantum Harmonic Oscillator