numpy-python
There are 120 repositories under numpy-python topic.
predictive_modeling_python
Python-based Predictive Modeling using Random Forest with data loading, preprocessing, hyperparameter tuning, and model evaluation for CSV, Excel, or JSON datasets.
Informe_sobre_COVID_19_en_Latinoam-rica_2021-2022
Análisis del impacto del COVID-19 en América Latina (2021-2022) mediante un dashboard en Power BI para visualizar casos confirmados, fallecidos y vacunación. Se utilizó Python para limpiar y transformar datos, garantizando su integridad, y se identificaron ubicaciones óptimas para la expansión de laboratorios farmacéuticos en la región.
EXPANSION_ESTRATEGICA_DE_BIOGENESYS_CON_PYTHON
Análisis exploratorio de datos sobre la incidencia de COVID-19, identificando tendencias y oportunidades. Aplicar técnicas de limpieza de datos para asegurar la calidad de los datos, facilitando análisis y decisiones estratégicas confiables.
Lead-Scoring-Case-Study
A lead scoring model for the company Education X to improve lead conversion rate
EDA--Risk-Analysis-for-Banking-and-Financial-services
Identification of patterns and variables that indicate a client’s difficulty in paying loan installments.
Dog-Vision
A dog breed identification model specializing in precise classification from images, leveraging advanced transfer learning techniques with TensorFlow, Keras, and GPU acceleration
Numpy
In-depth exploration of essential NumPy functions
fraudulent_transactions
A few models were developed based on Decision trees and Logistic Regression to categorize fraudulent transactions
Decision-Tree
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.
Cognifyz-Technologies-Project
Project is centered on data analysis and aims to harness the power of Python to derive meaningful insights from data.
NumpyPractice
A normal practice on how numpy are used for working with numerical data in Python.
NumPy-Mastery-Notebook
Inside this repository, you'll discover a comprehensive notebook dedicated to showcasing various NumPy array methods and operations. From basic array manipulation to advanced techniques, I've compiled a collection of examples and explanations to help both beginners and seasoned Python developers deepen their understanding of NumPy.
Sebastian-Otegui-repository
My portfolio where I showcase my abilities with Python and popular libraries like Pandas and NumPy, among others.
numpy
NumPy Practice Repository Dive into the world of numerical computing with our collection of NumPy exercises. Perfect for beginners and seasoned programmers alike, this repository offers a range of challenges to sharpen your array manipulation and data analysis skills.
kidney-tumor-detection
Demonstrating how changes in input image resolution affect the algorithm's output
NumPy-handbook
Numerical Python, working with numerical data in Python, going from Python lists to Numpy arrays, CSV data files using Numpy, and etc..
jeu_de_la_vie
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.
CA_1
Demographic evolution of the Republic of Ireland, utilizing data from the Central Statistics Office (CSO) spanning over seven decades, from 1951 to 2023.
Instacart-basket
Data analysis of Instacart's grocery basket and customer profiling with evaluation of their shopping habits. (Career Foundry - Data Analytics project)
shein-boosts-revenue-by-5M-yearly
Shein, a clothing brand, is using data analytics to design its strategy for 2024. The purpose of this analysis is to help the company enhance customer experience and grow market share focusing on increasing revenue and profitability by understanding consumer trends.
pdsnd_github
Bikeshare analysis Project
Customer-Churn-Analysis
In this case study, we analyze customer churn for a telecom company serving Southern California. The company faces increased competition and wants to retain customers by understanding the reasons for churn. Our objectives include improving service quality, identifying churn factors, pinpointing attractive services, and retaining high LTV customers.
Time-Series
The notebooks are a part of exercises completed by me under the learn module "Time Series" by Kaggle. It showcases use of libraries such as Pandas, NumPy, Scikit-Learn and Matplotlib. Technique performed are Time series analysis handling Trend, Seasonality and Cycles.
Handwritten-Digit-Recognition
This GitHub repository contains a simple Python project for handwritten digit recognition using the MNIST dataset and TensorFlow.
arrowdetection
This repository uses OpenCV, Python and NumPy to create a program that detects arrows from the webcam video input and performs image processing to find and display the angle at which the arrow is with the vertical axis.
iktasaba
Acquiring Knowledge.
Hands-on-With-Numpy
A short numpy tutorial for quick reference
PAC_2020
Jupyter notebook to show me which companies by province got bigger PAC subsidies. That hinted my commercial actions
UAS-1
This repository uses OpenCV, Python and NumPy to create a project that focuses on detecting and prioritizing red and blue houses in aerial images, distinguishing between those that are on fire (brown areas) and those that are safe on grass (green areas). Using OpenCV and Python, the program then assigns rescue priority to different locations .
FreeCodeCamp-Data-analysis-with-Python
My approach to the projects required for obtaining the FreeCodeCamp Data Analysis with Python Certification.
PyCharm_Python_Course
Learned to use python for data science, machine learning, automation, and game/app/web development through 100 day intensive course.
AI-Assignment-UIU
Explore AI algorithms (A*, K-means, Regression, KNN) in Python assigned by University-United International. Master diverse techniques in this educational code collection. 🤖🔍📊
data-cleaning-and-preprocessing-notebook
A loan data example with NumPy
Data-Science-Project
This repository contains projects which I made while doing the, "IBM Data Science Professional Certificate course" from Coursera.
Cyclistic-Case-Study
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.