Amna Ahmad 's repositories

data-visualization-using-ggplot-plotnine

The repository contains different kind of plottings using ggplot and plotnine.

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Decision-trees-Penguin-dataset

Using penguins dataset and decision trees visualization and classification is done. dataset comprises of various measurements of three different penguin species, namely Adelie, Gentoo, and Chinstrap.

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Basic-statistics-and-analysis-using-R

Implementation of basic stats and descriptive analytics on S&P 500 and BTC-USD dataset

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code

Shape.Ai final code

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kmeans_clustering

Objectives You will be able to: Demonstrate an understanding of how the K-means Clustering algorithm works Perform K-means Clustering with scikit-learn and interpret results Use metrics such as Calinski Harabaz Scores (Variance Ratios) to determine the optimal number of clusters

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nust-polls-backend

MERN NUST Polls backend, with user authentication with passport js, JSON web token, and bcrypt

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nust-polls-frontend

NUST Polls Frontend with React with updated libraries

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Project-cao

Amna Ahmad 335246_assignment 2 submission _Data structures and algorithms _ stack class implementation

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Python-Script-conversion-of-ipynb-into-R-markdown

After running the conversion script, the output R Markdown (.Rmd) file will be saved to the location you specify in the output_file variable of the script.

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send-recieve-data-from-thingspeak

python script to send and recieve data from thingspeak using the channel read write API

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Smart-weather-monitoring-system

Weather Monitoring System is an advanced, multi-sensor setup designed to provide real-time environmental data. measures conditions including temperature, air quality, rainfall, and wind speed. The collected data is visualized on the ThingSpeak dashboard.

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Titanic---Machine-Learning-from-Disaster

Repo for titanic survival classification for the kaggle competition "https://www.kaggle.com/competitions/titanic/submissions" and the prediction file.

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Web-Project-zash-laravel

Our End Semester Web Engineering Project: ZASH, an online cosmetics store built with Laravel

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