Passionate Data Science Enthusiast.
Data Analyst and BI Intern • May 2020
IT Intern • May 2018
This is a project performing data analysis on the Corona Cases in Pakistan that were recorded from day 1 i.e 11 March to 25th April 2020. The comparisons is made on even grounds that is each region despite of having different population had been compared and standardized to per million population.
A Random Forest Classifier implemented through sklearn.ensemble. The data set have various features namely: Leaf length Leaf Width Flower Length Flower Width The label needed to predicted is 'plant'
Implemented K-Means Clustering using 2 clusters to classify the data points.
Segmented Image in Python.
Predicted the outcome of passengers saved and not saved and achieved the accuracy of about 75.119.
Regression Analysis using Boston Housing Prices dataset. Regression Used: Linear Regression Ridge Regression Lasso Regression
Predicted whether the cancer was malignant or benign
Doing Data Science Course on Coursera by John Hopkins University.
Naive Bayes Without Sklearn
It is a python program to implement Naive Bayes Classifier Algorithm without Sklearn. Zero Probability Problem In order to counter problems with Zero Probability, Laplace Smoothing has been implemented. Different test data can be checked and validated by changing the test_data list in the program.
A Basic File Management System allowing various operations such as creating, deleting, renaming a file and directory. It also allows the write text to the file and truncate the text.
Text Search Through Genetic Algorithms
Built an application to generate a predefined or user entered text by Genetic Algorithm based on Darwinian Theory of Natural Selection. • The process of Selection, Heredity (Crossover and Mutation) and Variation (random population of text) helped in searching the text by reducing the time taken by Brute Force (Infinite Monkey Theorem).
Built a web application to see the latest, past and upcoming events that are going to happen in a particular area. The website allowed users to provide feedback and check the location of the event through google maps. The website had an admin end to add, delete, update events information.
Developed a software to hide text in images by encryption techniques such as LSB (Least Significant Bit) and DCT (Discrete Cosine Transform). The receiver who would have the key generated by LSB and DCT was only able to decrypt the message inside the picture.
Built an application that asked the user to input image file name, output file name and the type of edit filter to be applied on the image and it will generate edited image.
This project encodes and decodes the message entered by the user by entrance of specific key range. It also decodes message entered by the user without entrance of keys by trying all key possibilities.
Blackjack is the American variant of a globally popular banking game known as Twenty-One, whose relatives include Pontoon and Vingt-et-Un. It is a comparing card game between one or more players and a dealer, where each player in turn competes against the dealer. Players do not compete against each other.
Hey there! I’m Hassan Shahzad, a Hi, my name is Hassan Shahzad. I love to code and play with data, either making predictions or story telling. Check out my work here
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