amirejaz Goto Github PK

100-days-of-machine-learning

amirejaz

Config files for my GitHub profile.

api-to-pandas-dataset

artificial-intelligence-515

This repository contains UBIT's Artificial intelligence - 515 Course Labs. All Lab1 - Lab7 in python.

artificial-intelligence-course

This repo contains Lab work of Artificial Intelligence Course of University of Karachi 5th Semester.

assignments

It includes assignments for data science course

breast-cancer-prediction

Mini project on breast cancer predicting whether the cancer is benign or malignant

car-counter---object-detection

Traffic Monitoring System with YOLO Object Detection

cat-vs-dog-classification-

This is Deep Learning project based on CNN (Convolutional Neural Network) which classifies Cat or Dog on the basis of given data.

codsoft

CodSoft, a top company that offers internships in different technology fields. They provide internships in web development, app development, software development, Java programming.

computer-graphics

credit-card-churn-prediction

A deep learning project using ANN. Dataset contains 10000 rows and 14 columns. This will predict whether the person will continue with their bank account or will delete it.

data-acquisition-

This file contains Data extraction from websites by scraping and API.

data-preprocessing

This file contains the data cleaning processes.

data-structures

This repo is based on both linear and non-linear data structures:- <br> 1. Array </br>

data-visualization

Data Visualization on univariate, Bivariate and multivariate Analysis.

dbms-project---student-management-system

Student Management System is a graphical user interface (GUI) application built using the Tkinter library in Python. The system allows users to register, login (only registered users can login), manage courses, manage students, add results, view results, and logout.

descision-trees

Work-flows based on Descision trees on iris dataset and social network ads dataset

descriptive-statistics-techniques

Statistic techniques to apply on data for analysis or EDA

exploratory-data-analysis

face-detection

An object detection model which will detect the face in images build on Yolov5.

face-mask-detection

facedetection-opencv-project

This project is a face detection application developed using OpenCV, a popular computer vision library. The goal of this project is to accurately detect and locate human faces in video streams.

gesture-computing

In this repo, I am interpreting human hand gestures using computer vision and deep learning

gradient-descent

It is a optimization tools for ML algorithms algorithm which is commonly used to train machine learning models and neural networks.

graduate-admissions-prediction

A deep learning project (Regression problem) using ANN. The dataset contains several parameters which are considered important during the application for Masters Programs.

handwriting-digit-classifier

Project on Handwriting Digit Classifier based on Decision Trees.

hotal-management-system

linear-regression

This file contains simple linear regression and multi-Linear Regression work-flow and own class Regressors.

logistic-regression

This file contains the work-flow of Logistic Regression done by perceptron trick, Polynomial Regression and Softmax Regression. Also with optimization tool Gradient Descent with both types batch GD and Stochastic GD.