{"id":23665792,"url":"https://github.com/B3TA-BLOCKER/CS-351L---AI-Lab-GitHub-Repository","last_synced_at":"2025-12-08T10:30:28.415Z","repository":{"id":256390202,"uuid":"852318242","full_name":"B3TA-BLOCKER/CS-351L---AI-Lab-GitHub-Repository_2022654","owner":"B3TA-BLOCKER","description":"Practical AI and cybersecurity projects using Python, covering key AI techniques like supervised/unsupervised learning, neural networks, and data analysis tools.","archived":false,"fork":false,"pushed_at":"2024-12-27T10:30:43.000Z","size":6295,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-12-27T11:26:12.308Z","etag":null,"topics":["a-star-algorithm","ai","cybersecurity","python","search-algorithm"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/B3TA-BLOCKER.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-09-04T15:48:22.000Z","updated_at":"2024-12-27T10:30:47.000Z","dependencies_parsed_at":"2024-12-03T21:29:03.778Z","dependency_job_id":null,"html_url":"https://github.com/B3TA-BLOCKER/CS-351L---AI-Lab-GitHub-Repository_2022654","commit_stats":null,"previous_names":["b3ta-blocker/cs-351l---ai-lab-github-repository_2022654"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/B3TA-BLOCKER%2FCS-351L---AI-Lab-GitHub-Repository_2022654","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/B3TA-BLOCKER%2FCS-351L---AI-Lab-GitHub-Repository_2022654/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/B3TA-BLOCKER%2FCS-351L---AI-Lab-GitHub-Repository_2022654/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/B3TA-BLOCKER%2FCS-351L---AI-Lab-GitHub-Repository_2022654/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/B3TA-BLOCKER","download_url":"https://codeload.github.com/B3TA-BLOCKER/CS-351L---AI-Lab-GitHub-Repository_2022654/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239665884,"owners_count":19677026,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["a-star-algorithm","ai","cybersecurity","python","search-algorithm"],"created_at":"2024-12-29T06:16:28.310Z","updated_at":"2025-12-08T10:30:27.278Z","avatar_url":"https://github.com/B3TA-BLOCKER.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n\n# CS 351L - AI Lab \n\n\nWelcome to the **AI Lab Course (CS 351L)**! In this repository, you will explore various concepts in Artificial Intelligence (AI) through hands-on exercises and projects using Python. The course focuses on practical implementations of AI techniques, algorithms, and tools commonly used in the field of AI and cybersecurity.\n\n\u003cimg src=\"https://user-images.githubusercontent.com/73097560/115834477-dbab4500-a447-11eb-908a-139a6edaec5c.gif\"\u003e\n\n## 📚 **Course Overview**\n\n- **Course Code:** CS 351L  \n- **Program:** BS Cybersecurity  \n- **Semester:** 5th  \n\n\u003cimg src=\"https://user-images.githubusercontent.com/73097560/115834477-dbab4500-a447-11eb-908a-139a6edaec5c.gif\"\u003e\n\n## 📋 **Course Outline**\n\nThroughout the course, we will cover the following topics:\n\n1. **Introduction to Python**: Variables, Data Types, and Control Structures\n2. **AI Development Environment**: Setting up Google Colab, Introduction to NumPy, Pandas, Matplotlib\n3. **Supervised Learning**: Linear Regression, Classification\n4. **Unsupervised Learning**: K-Means, Hierarchical Clustering\n5. **Neural Networks**: Introduction and Implementation\n6. **Evaluation Metrics**: Precision, Recall, F1-Score\n7. **Hands-on Projects**: AI techniques applied to real-world cybersecurity problems\n8. **Tool Use**: WEKA for data mining and machine learning tasks\n\n\u003cimg src=\"https://user-images.githubusercontent.com/73097560/115834477-dbab4500-a447-11eb-908a-139a6edaec5c.gif\"\u003e\n\n\n## 💡 **How to Contribute**\n\nWe encourage contributions to improve the course material. To contribute:\n\n1. Fork the repository.\n2. Create a new branch.\n3. Make your changes and submit a pull request.\n\n\u003cimg src=\"https://user-images.githubusercontent.com/73097560/115834477-dbab4500-a447-11eb-908a-139a6edaec5c.gif\"\u003e\n\n## 📧 **Contact**\n\nFor any queries or assistance, feel free to reach out to the course instructor:  \n**Mr. Usama Arshad**  \n**GitHub:** [usamajanjua9](https://github.com/usamajanjua9)\n\n\n## 🙋‍♂️ **Maintainer**\n\nThis repository is maintained by:  \n**Hassaan Ali Bukhari**  \n**GitHub:** [b3ta-blocker](https://github.com/b3ta-blocker)\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FB3TA-BLOCKER%2FCS-351L---AI-Lab-GitHub-Repository","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FB3TA-BLOCKER%2FCS-351L---AI-Lab-GitHub-Repository","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FB3TA-BLOCKER%2FCS-351L---AI-Lab-GitHub-Repository/lists"}