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game-board

This is a C++ game board program. It will randomly position players every time they play.

image_to_numpy

Load an image file into a numpy array with Exif orientation support. Prevents upside-down and sideways images!

knn

Using KNN (K-Nearest Neighbor) to predict the category of customers, and evaluate the accuracy of the model.

left-rotation-

A left rotation operation on an array shifts each of the array's elements unit to the left. For example, if left rotations are performed on array [1,2,3,4,5] , then the array would become [3,4,5,1,2]. Given an array a of n integers and a number d , perform d left rotations on the array. Return the updated array to be printed as a single line of space-separated integers.

linkedlist

This is a C++ project using linked list data structure for Student Information System. It is a complete system with the functionality of add record, remove record, search record, update record and display student list.

logistic-regression_football_outcome_prediction

This project predicts the outcome of the football team (whether winning or losing in the final competition this year) using logistic regression model

ml-algorithms

Fully functional implementations of the most popularly used machine learning algorithms, in Python.

movie_recommender

Using collaborative filtering recommendation system to recommend movies to users based on similar users/neighbors' preferences

ms-learn-ml-crash-course-python

Code samples for the ML Crash Course learning path.

multiple-linear-regression_chocolate_happiness

Finding the chocolate bar that best suits customers, taking into account the cocoa content, size, and price.

multiplex-movie-theater

This is a Multiplex movie theater C++ program.

my-portfolio

My portfolio site to dive deeper into my skillset.

neural-networks-ml-dogbreedsprediction

This is a neural network project that helps predict dog breeds

nre_web-scraping

nyc_rats

password-generator-gui

This python program generates strong passwords

polynomial-regression-ml_internet_traffic_hour_prediction

Using Polynomial Regression to analyze the internet traffic over the course of the day.

prime-number

This is a Python program that determine if a non-negative integer is a prime number.

python-database-sql

Using the python sqlite3 library to build a database with functionalities of 1) insert entity 2) view all 3) edit 4) update 5) delete 6) search

recursive-function

This is program that allows the user to enter as many sets of 2 numbers as needed. For each set of two numbers, compute the Greatest Common Factor (GCF) of the two numbers using recursion

regression_analysis

Analyzed fuel consumption dataset using Simple Linear Regression, Multiple Linear Regression and Polynomial Regression

rentalcarprogram

This is a C++ rental car agency program. It generates the agency name, location, model, length, mileage, renter name, and renter's license number.

rnn-lstm

This project will train an RNN model using a novel written by H. G. Wells - The Time Machine.

sanfranpd_crime-map

Using Choropleth map (Folium) to visualize crimes in San Francesco

simple-linear-regression_chocolate_bar_happiness

This linear regression project predicts which chocolate bar features make customers happy

speed_dating_analysis_prediction

spotify_genre_classification

spotify_recommender

Recommendation Engines Systems

spotify_top_songs

Exploratory data analysis (EDA) and visualizations. Random forests classifier to predict genre of the song.

stock-prediction_exxon_vs_oil

Using Linear Regression Model to predict the price of a single share of Exxon Mobile stock