Muhammad Ghulam Abbas's repositories
Application-Development
"This repository is the foundation of IBA's MS Data Science program. It covers Python, Flask, Django, HTML, CSS, JavaScript, EDA, Feature Engineering, and Data Analysis, providing a holistic skill set for data-driven application development."
Database-Management-Systems
This repository serves as the foundational course within IBA's MS Data Science program, encompassing a wide spectrum of subjects including Database Management Systems, SQL querying, Entity-Relationship Diagram (ERD) design, Normalization techniques, Procedures and Functions in SQL, as well as an exploration into Non-relational databases (No-SQL) su
ML-Roadmap-for-2022
A curated list of Machine learning videos, links, projects and datasets to help you conquer the ML landscape in 6 months
MuhammadGhulamAbbas
Config files for my GitHub profile.
Feature-Selection-and-Cross-Validation-Assigment
This repository contains Python scripts that analyze the effects of different techniques on the performance of machine learning models for regression and classification tasks using four datasets. The analysis focuses on evaluating the impact of cross-validation and feature selection methods, including filter, wrapper, and PCA.
Introduction-to-the-design-analysis-of-algorithms
"This course serves as the cornerstone of knowledge in the realm of algorithms, constituting an essential part of a well-rounded education. It encompasses both the Introduction to Algorithms and the intricate field of Design and Analysis of Algorithms. By traversing through these topics, students not only gain insights into algorithmic problem-solv
Machine-learning-Supervised-
This repository contains class projects completed for Machine Learning a course instructed by Professor Tariq Mehmood.
Machine-Learning-Supervised-Learning-
This repository contains class projects completed for Machine Learning 1 (Supervised Learning), a course instructed by Professor Tariq Mehmood. The projects within this repository demonstrate practical applications and implementations of supervised learning techniques covered in the course curriculum
NLP-Projects
This repository contains various NLP projects
quora-question-pairs
A NLP project to find weather given 2 questions are same are not semantically speaking.