Pinned Repositories
ExO-Tool-Kit
Tools to help along the journey becoming an ExO
Forecasting_KidsRevenue
Forecasting Revenue for Kids Retail Store
Revenues_predictions
A predictive model based on SARIMA for forecasting the revenues for the next 15 days for a registered non-store online retail.The company mainly sells unique all-occasion gifts. Data span the period between 2010-12-01 and 2011-12-09 and stem from the UCI Machine Learning Repository (publicly available).
Sales_Forecasting-using-SARIMA
In this project, I will be forecasting the future sales of Walmart company on the basis of hierarchical sales in the states of California, Texas, and Wisconsin. Forecasting sales, revenue, and stock prices is a classic application of machine learning in economics, and it is important because it allows investors to make guided decisions based on forecasts made by algorithms. In this project,a brief explanation of the structure of dataset is presented and description of all the process that is being involved in data cleaning is well presented. Then, Exploratory Data Analysis (EDA) is done where I have visualized the dataset using Matplotlib and Plotly. And finally, I have demonstrated how this problem can be approached with a variety of forecasting algorithms.
danillosciumbata's Repositories
danillosciumbata/Sales_Forecasting-using-SARIMA
In this project, I will be forecasting the future sales of Walmart company on the basis of hierarchical sales in the states of California, Texas, and Wisconsin. Forecasting sales, revenue, and stock prices is a classic application of machine learning in economics, and it is important because it allows investors to make guided decisions based on forecasts made by algorithms. In this project,a brief explanation of the structure of dataset is presented and description of all the process that is being involved in data cleaning is well presented. Then, Exploratory Data Analysis (EDA) is done where I have visualized the dataset using Matplotlib and Plotly. And finally, I have demonstrated how this problem can be approached with a variety of forecasting algorithms.
danillosciumbata/ExO-Tool-Kit
Tools to help along the journey becoming an ExO
danillosciumbata/Forecasting_KidsRevenue
Forecasting Revenue for Kids Retail Store
danillosciumbata/Revenues_predictions
A predictive model based on SARIMA for forecasting the revenues for the next 15 days for a registered non-store online retail.The company mainly sells unique all-occasion gifts. Data span the period between 2010-12-01 and 2011-12-09 and stem from the UCI Machine Learning Repository (publicly available).