Time Series Analysis of Lake Erie Water Levels from 1921-1970 | Python

Beer national sales forecasting

Involves various case studies, in mathematical modelling

Forecasting Revenue for Kids Retail Store

Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

Prediction of Colorado river flow by time-series seasonal model.

Time Series Analysis

⏰ Timeseries prediction using SARIMA algorithm from statsmodels package.

Two Jupyter Notebooks written in Python, treating of time series analysis with ARIMA and its seasonal counterpart.

Awesome cheatsheets for Data Science

Jupyter Notebooks Collection for Learning Time Series Models

Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models

I have used Time Series Analysis to predict the behavior and pattern of Passengers at a bus stop, Data Visualizations include Time-Series Plots.

The Repository contains Udacity's Nanodegree Program final project

Identified the most appropriate Time-Series method to forecast drought in African countries, acting as a critical early warning for drought managements

comprehensive collection of powerful techniques for time series data visualization, analysis and modeling

A Simple Python Implementation of an API that provides services like Classification,Regression and Forecasting on the input data set

Genetic Algorithms and SARIMA model