Predict a price of 1BDR apartment in New York City based on Trulia, Yelp and demographic data.

Example for studying statsmodels

A simple linear regression machine learning model for predicting the total cases of pandemic from OWID dataset. Built using Python libraries (Pandas, NumPy, Statsmodels, Pickle, Matplotlib, Seaborn). Model is further represented as a Flask Web Application with a backend database connectivity to SQLite3 using SQLAlchemy. Later deployed to Heroku …

Time Series concepts and code snippets.

Boston House Price Prediction using multivariable regression.

Predicting economic recession in developed and developing countries using regime-switching model

Generate forecasts using several time series forecasting models

Test various time-series Models to predict future movements in the value of the Japanese yen versus the U.S. dollar.

Tool demonstrating time series decomposition

Assorted ML exercises from various sources

Time series analysis for Templehof-Berlin using historical data of daily temperature.

Data Science: Statistical Tests with Python

OpenClassrooms Data Analyst 2022-2023 - Projet 10

Deriving actionable insights to inform strategic decision-making for a fictional SaaS company's sales operations.

Analyzing O3 Air Quality Index trends (2000-2023) in the U.S., this project identifies regions with rising pollution. Utilizing exploratory data analysis and time-series modeling, it offers actionable insights for informed policy decisions on urgent O3 pollution issues.

Perform the financial risk analysis on a stocks portfolio, through Monte Carlo Simulation

Examples about Data Science Packages

how to perform t-testing & ANOVA

This is my submission to be part of TusDatos