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Python Basics, Machine Learning and Deep Learning

NumPy (short for Numerical Python) is a powerful Python library used for working with arrays, matrices, and numerical computations.

It's a Movie recommendation web application which is built using python programming and streamlit library using PyCharm and deployed on streamlit cloud. It's main objective is to simplify the recommendation system for any organization or a person so that he/she could get the desired movie without wasting time searching randomly.

Classes from DQlab Academy

Demonstrating how changes in input image resolution affect the algorithm's output

Data analysis of Instacart's grocery basket and customer profiling with evaluation of their shopping habits. (Career Foundry - Data Analytics project)

A supervised Learning model that finds out donors who earn more than $50K annually

This repository contains a case study for Google's Data Analytics Professional Certificate, focusing on Cyclistic, a fictional bike sharing company in Chicago. The case study aims to drive growth by converting casual riders into members through a marketing strategy.

Python Project which was aimed at data wrangling, analyzing and creating visualizations using python in Jupyter notbook .

The project focuses on predicting the presence of heart disease based on various medical variables such as age, sex, and cholesterol level. Decision tree models are employed for this classification task, exploring both basic and hyperparameter-tuned versions.

A few models were developed based on Decision trees and Logistic Regression to categorize fraudulent transactions

13 Data Analysis Examples - MovieLens 25M Dataset

This repository contains projects which I made while doing the, "IBM Data Science Professional Certificate course" from Coursera.

The Data Analysis Tool is a Python program that provides basic data analysis features for a given dataset.

Checking If a customer will default on the loan, if the bank provides them a loan. We will analyze the past patterns of payments by performing Exploratory Data Analysis.

This Python project is an NSI assignment that utilizes Tkinter and NumPy libraries to simulate Conway's Game of Life. The Game of Life is a cellular automaton devised by mathematician John Conway, involving a grid of cells that evolves based on initial states and simple rules.

13 Data Analysis Examples - Bitly Data from 1.USA.gov

This repository contains Data Engineering projects.

Some basic NumPy codes...