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SECJ2013-DSA
This repository offers educational resources, code examples, and implementations relating to data structures and algorithms using C++ programming language.
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Data Structures and Algorithms (SECJ2013)
Welcome to the Course on Data Structures and Algorithms! This course will teach you the fundamentals of data structures and algorithms, which are essential for developing efficient and optimised computer programs.
Course Overview 📚
- Course Duration: 15 weeks
- Prerequisites: Programming Technique 1 and Programming Technique 2
Course Learning Outcomes (CLO) 🎯
By the end of this course, students will be able to:
- Choose the most suitable data structures and analyse the most effective algorithm for solving certain problem.
- Apply effectively data structure concepts in programming.
- Develop medium scale programs as a group mini project by applying data structure concepts in problem solving.
Program Learning Outcomes (PLO) 🌟
This course contributes to the following Program Learning Outcomes:
- PLO1: Ability to acquire theory and principles of computer science and equip with social science and personal development knowledge.
- PLO2: Ability to design and construct computer programs using standard approaches.
- PLO7: Ability to work effectively in a team.
Table of Contents 📑
- Introduction to Data Structures and Algorithms
- Abstract Data Type, C++ Revision and Advanced File Operations
- Recursive and Algorithm Efficiency
- Sorting
- Searching
- Linked Lists
- Stack
- Queue
- Tree
Course Content 📖
Introduction to Data Structures and Algorithms
- Algorithm and Data Structure
- Types of Data Structure
- Programming Principle
Abstract Data Type, C++ Revision and Advanced File Operations
- Abstract Data Type Concepts
- C++ Revision: C++ Class, Pass objects to functions, class as return value for functions, Array of class, and pointer to class
- Advanced File Operations: File Operations, Passing File Stream Objects to Functions, Member Functions for Reading and Writing Files, Binary Files, and Random-Access Files
Recursive and Algorithm Efficiency
- Recursive Principle and Design
- Tracing Recursive Algorithms
- Algorithm Efficiency: Analysis order of magnitude, Big O notation
Sorting
- Simple Sort: Bubble Sort, Selection Sort, Insertion Sort, and Sorting Analysis
- Advanced Sort: Merge Sort and Quick Sort
Searching
- Sequential search
- Binary search
Linked Lists
- Pointer Concepts
- Introduction to Linked lists
- Linked lists operations
- Types of Linked List
- Linked List Implementations: Declaring Nodes and Linked Lists class, Insert Node, Delete Node, Find Node, and Print Node
Stack
- Introduction to Stack
- Stack Operations: push() and pop()
- Stack implementations: Stack Array and Stack Linked List
- Stack Applications: Infix, Postfix and Prefix
Queue
- Introduction to Queue
- Queue Implementations: Array Implementation (Linear and Circular) and Linked List Implementation (Linear and Circular Queue)
Tree
- Introduction to Tree
- Terms related to Tree concepts
- Binary Search Tree
- Binary Search Tree Implementations: Declaring Tree node, Tree class, Create Node, Insert Node, Delete Node, Search Node
- Tree Traversals
Evaluation 📊
- Assignments(2): 10%
- Lab Exercises(4): 10%
- Quizzes(2): 10%
- Project: 10%
- Test1(Theory): 15%
- Test2(Practical): 15%
- Final Exam: 30%
- Total: 100%
Additional Resources 🔗
- Narasimha Karumanchi. (2010). Data Structures and Algorithms Made Easy. Careermonk Publications.
- Dale, N. B. (2003). C++ Plus Data Structures. Jones & Bartlett Learning.
- Drozdek, A. (2012). Data Structures and Algorithms in C++. Cengage Learning.
- Sartaj Sahni. (2005). Data Structures, Algorithms, and Applications in C++. Silicon Press, Cop.
- Goodrich, M. T., Mount, D. M., and Tamassia, R. (2011). Data Structures and Algorithms in C++. John Wiley & Sons, Cop.
- Carrano, F. M., and Henry, T. (2017). Data Abstraction and Problem Solving with C++ : Walls and Mirrors. Pearson.
- Gaddis, T. (2015). Starting out with C++. From control structures through objects. Pearson.
- Lipschutz, S. (2011). Data Structures With C. McGraw-Hill Education.
- Miller, B., Ranum, D. and Pearce, J. (n.d.). Problem Solving with Algorithms and Data Structures using C++. Runestone.academy
- Learn GitHub
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Git Credential Manager (GCM) replaces the .NET Framework-based [Git Credential Manager for Windows](https://github.com/microsoft/Git-Credential-Manager-for-Windows) (GCM), and the Java-based [Git Credential Manager for Mac and Linux](https://github.com/microsoft/Git-Credential-Manager-for-Mac-and-Linux) (Java GCM), providing a consistent authentication experience across all platforms. ## Current status Git Credential Manager is currently available for Windows, macOS, and Linux\*. GCM only works with HTTP(S) remotes; you can still use Git with SSH: - [Azure DevOps SSH](https://docs.microsoft.com/en-us/azure/devops/repos/git/use-ssh-keys-to-authenticate?view=azure-devops) - [GitHub SSH](https://help.github.com/en/articles/connecting-to-github-with-ssh) - [Bitbucket SSH](https://confluence.atlassian.com/bitbucket/ssh-keys-935365775.html) Feature|Windows|macOS|Linux -|:-:|:-:|:-: Installer/uninstaller|✓|✓|✓\* Secure platform credential storage|✓ [(see more)](docs/credstores.md)|✓ [(see more)](docs/credstores.md)|✓ [(see more)](docs/credstores.md) Multi-factor authentication support for Azure DevOps|✓|✓|✓ Two-factor authentication support for GitHub|✓|✓|✓ Two-factor authentication support for Bitbucket|✓|✓|✓ Two-factor authentication support for GitLab|✓|✓|✓ Windows Integrated Authentication (NTLM/Kerberos) support|✓|_N/A_|_N/A_ Basic HTTP authentication support|✓|✓|✓ Proxy support|✓|✓|✓ `amd64` support|✓|✓|✓ `x86` support|✓|_N/A_|✗ `arm64` support|best effort|via Rosetta 2|best effort, no packages `armhf` support|_N/A_|_N/A_|best effort, no packages (\*) GCM guarantees support for the below Linux distributions. GCM maintainers also monitor and evaluate issues opened against other distributions to determine community interest/engagement and whether an emerging platform should become fully-supported. - Debian/Ubuntu/Linux Mint - Fedora/CentOS/RHEL - Alpine ## Download and Install ### macOS Homebrew The preferred installation mechanism is using Homebrew; we offer a Cask in our custom Tap. To install, run the following: ```shell brew tap microsoft/git brew install --cask git-credential-manager-core ``` After installing you can stay up-to-date with new releases by running: ```shell brew upgrade git-credential-manager-core ``` #### Git Credential Manager for Mac and Linux (Java-based GCM) If you have an existing installation of the 'Java GCM' on macOS and you have installed this using Homebrew, this installation will be unlinked (`brew unlink git-credential-manager`) when GCM is installed. #### Uninstall To uninstall, run the following: ```shell brew uninstall --cask git-credential-manager-core ``` --- ### macOS Package We also provide a [.pkg installer](https://github.com/GitCredentialManager/git-credential-manager/releases/latest) with each release. To install, double-click the installation package and follow the instructions presented. #### Uninstall To uninstall, run the following: ```shell sudo /usr/local/share/gcm-core/uninstall.sh ``` --- <!-- this explicit anchor should stay stable so that external docs can link here --> <!-- markdownlint-disable-next-line no-inline-html --> <a name="linux-install-instructions"></a> ### Linux #### Experimental: install from source helper script If you would like to help dogfood our new install from source helper script, run the following: 1. To ensure `curl` is installed: ```shell curl --version ``` If `curl` is not installed, please use your distribution's package manager to install it. 1. 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During installation you will be asked to select a credential helper, with GCM being set as the default.  #### Standalone installation You can also download the [latest installer](https://github.com/GitCredentialManager/git-credential-manager/releases/latest) for Windows to install GCM standalone. **:warning: Important :warning:** Installing GCM as a standalone package on Windows will forcibly override the version of GCM that is bundled with Git for Windows, **even if the version bundled with Git for Windows is a later version**. There are two flavors of standalone installation on Windows: - User (preferred) (`gcmcoreuser-win*`): Does not require administrator rights. Will install only for the current user and updates only the current user's Git configuration. - System (`gcmcore-win*`): Requires administrator rights. Will install for all users on the system and update the system-wide Git configuration. To install, double-click the desired installation package and follow the instructions presented. #### Uninstall (Windows 10) To uninstall, open the Settings app and navigate to the Apps section. Select "Git Credential Manager" and click "Uninstall". #### Uninstall (Windows 7-8.1) To uninstall, open Control Panel and navigate to the Programs and Features screen. Select "Git Credential Manager" and click "Remove". #### Windows Subsystem for Linux (WSL) Git Credential Manager can be used with the [Windows Subsystem for Linux (WSL)](https://aka.ms/wsl) to enable secure authentication of your remote Git repositories from inside of WSL. [Please see the GCM on WSL docs](docs/wsl.md) for more information. ## Supported Git versions Git Credential Manager tries to be compatible with the broadest set of Git versions (within reason). However there are some know problematic releases of Git that are not compatible. - Git 1.x The initial major version of Git is not supported or tested with GCM. - Git 2.26.2 This version of Git introduced a breaking change with parsing credential configuration that GCM relies on. This issue was fixed in commit [`12294990`](https://github.com/git/git/commit/12294990c90e043862be9eb7eb22c3784b526340) of the Git project, and released in Git 2.27.0. ## How to use Once it's installed and configured, Git Credential Manager is called implicitly by Git. You don't have to do anything special, and GCM isn't intended to be called directly by the user. For example, when pushing (`git push`) to [Azure DevOps](https://dev.azure.com), [Bitbucket](https://bitbucket.org), or [GitHub](https://github.com), a window will automatically open and walk you through the sign-in process. (This process will look slightly different for each Git host, and even in some cases, whether you've connected to an on-premises or cloud-hosted Git host.) Later Git commands in the same repository will re-use existing credentials or tokens that GCM has stored for as long as they're valid. Read full command line usage [here](docs/usage.md). ### Configuring a proxy See detailed information [here](https://aka.ms/gcm/httpproxy). ## Additional Resources - [Frequently asked questions](docs/faq.md) - [Development and debugging](docs/development.md) - [Command-line usage](docs/usage.md) - [Configuration options](docs/configuration.md) - [Environment variables](docs/environment.md) - [Enterprise configuration](docs/enterprise-config.md) - [Network and HTTP configuration](docs/netconfig.md) - [Credential stores](docs/credstores.md) - [Architectural overview](docs/architecture.md) - [Host provider specification](docs/hostprovider.md) - [Azure Repos OAuth tokens](docs/azrepos-users-and-tokens.md) - [GitLab support](docs/gitlab.md) ## Experimental Features - [Windows broker (experimental)](docs/windows-broker.md) ## Contributing This project welcomes contributions and suggestions. See the [contributing guide](CONTRIBUTING.md) to get started. This project follows [GitHub's Open Source Code of Conduct](CODE_OF_CONDUCT.md). ## License We're [MIT](LICENSE) licensed. When using GitHub logos, please be sure to follow the [GitHub logo guidelines](https://github.com/logos).