Muhammad Rayan Ali's Projects
Anime Recommendation using user-based collaborative filtering, content filtering and DNN
2nd Round for Analytics - Bazaar Launchpad Program Case Study
This project was used in a seminar for IEEE in FAST-NUCES university. The dataset contains information about boats such as their types, price in various currencies, etc. The target variable was Number of views last 7 days
This was a Virtual Experience by British Airways. Customer Review Analysis and a Predictive Model was built to predict whether a customer will book a flight or not
A node.js demo application
Data Analysis on china population.
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A C++ project using data structures to handle large dataset and to perform calculations that help to view cryptocurrencies statistically and give a meaningful insight to the coins.
Includes YOLO, Tensorflow Basics and other Deep Learning Material
Data Used: Iris | Calculations: PCA, Covariance Matrix, Eigen Vectors and Eigen Values | Output: Covariance Matrix, Eigen values of Covariance, Eigen vectors of Covariance, Explained Covariance, Covariance Matrix, 2-D Graph representing 1st and 2nd principle components 3-D Graph represnting 1st, 2nd and 3rd Principle components, 2-D PCA EIGEN VALUES GRAPH with Eigen values against number of Features/Dimensions
Motivation for this project is the current situation in Pakistan. The floods in Pakistan have disrupted the economy and lives of the people affected. The goal of this project is to serve as a monitoring and management system for resources. Resources could be food supplies, medicines and other items. It manages resources of NGOS and gov is the admin
Resources of FAST-NUCES 2018-2022
This file contains a basic Genetic Algorithm. I have written an article on it on medium. Do check it out for further explanation. LINK: https://medium.com/@Data_Aficionado_1083/genetic-algorithms-optimizing-success-through-evolutionary-computing-f4e7d452084f
This repo contains a slightly different code. The question was to find the values of A, B, C, and D which satisfy the following equation 0=A*1+B*2+C*3+D*4.
contains Google Data Analytics Professional Certificate slides and reading materials
Practice for HuggingFace š¤
Solving leetcode
Study Material for Parallel Distributed Computing (PDC)
Progress track for Power BI.
This is a project made in LUMS CES course for machine learning and data science using python. The project contains visualization of data and machine learning model (DECISION TREE).
Manage your tasks at hand or write notes on spot through SIR PAD.