Analisis de Datos con python y sus librerias para analisis

Data Science Jupyter Notebooks

Process datasets: 1) Best Books 2) Marketing Campaign

"This repository hosts an implementation of the Singular Value Decomposition (SVD) algorithm tailored for data mining tasks. SVD is utilized for efficient dimensionality reduction, aiding in the extraction of key patterns and features from large and complex datasets."

A) Convex Hull 2D-3D Algorithms B) KD-Trees, Orthogonal Search, Voronoi Diagrams, Delaunay Triangulation

Data Science Project using Python

Welcome to the Image Generation Tool, leveraging the power of diffusion models to create high-quality, realistic images. Diffusion models have emerged as a groundbreaking approach in the field of generative models, often surpassing the performance of traditional Generative Adversarial Networks (GANs).

We developed a plant disease diagnosis system that allows farmers to identify diseases by visualizing leaf images. The system recommends appropriate pesticides for effective treatment. Early detection and precision recommendations empower farmers to protect their crops efficiently and grow their production.

Repository for google skillboost generative Ai course lab classes assignments

Movie Recommendation system using python.

End-to-end Orders data analysis project using Python and SQL to extract, clean, and analyze order data from Kaggle (dataset).

IBM Data Science Professional Certificate Analyzing Historical Stock/Revenue Data and Building a Dashboard

Utils for the ASTRA program

AI-FitnessTrainer using YOLOv8-pose

Deep Learning (семестр 1, осень 2022): продвинутый поток

Exploring crime occurrences in South Australia (2018-2019) using Python for in-depth analysis. Investigates spatial-temporal trends, revealing insights into crime dynamics. Visualizations aid interpretation, informing decision-making and policy development with meaningful insights.

The Google Advanced Data Analytics Professional Certificate contains information on how to use machine learning, predictive modeling, and experimental design to collect and analyze large amounts of data, and prepare for jobs like Senior Data Analyst.

end to end 7 days ml project

This application simulates and visualizes the SIR model for infectious disease spread.