logo
  • Home
  • Blog-Navigation
  • Art
  • About
  • Contact

Category Archives: Manufacturing Case Study Example

Python Code for Time Series Forecasting & ARIMA Models – Manufacturing Case Study Example

· Roopam Upadhyay · 1 Comment

Business forecasting case study example is one of the popular case studies on YOU CANalytics. Originally, the time series analysis and forecasting for the case study were demonstrated on R in a series of articles. One of the readers, Anindya Saha, has replicated this entire analysis in Python. You could read this python notebook at this link: Python Notebook

Read More…

Posted in Manufacturing Case Study Example |

How Effective is My Marketing Budget? – Regression with ARIMA Errors, Case Study Example (Part 5)

· Roopam Upadhyay · 23 Comments

So far we have covered the following topics in this case study example on time series forecasting and ARIMA models: Part 1 : Introduction to time series modeling & forecasting Part 2: Time series decomposition to decipher patterns and trends before forecasting Part 3: Introduction to ARIMA models for forecasting Part 4: ARIMA model case study example

Read More…

Posted in Manufacturing Case Study Example |

Step-by-Step Graphic Guide to Forecasting through ARIMA Modeling using R – Manufacturing Case Study Example (Part 4)

· Roopam Upadhyay · 186 Comments

This article is a continuation of our manufacturing case study example to forecast tractor sales through time series and ARIMA models. You can find the previous parts at the following links: Part 1 : Introduction to time series modeling & forecasting Part 2: Time series decomposition to decipher patterns and trends before forecasting Part 3: Introduction to ARIMA

Read More…

Posted in Manufacturing Case Study Example |

ARIMA Models – Manufacturing Case Study Example (Part 3)

· Roopam Upadhyay · 28 Comments

For the last couple of articles, we are working on a manufacturing case study to forecast tractor sales for a company called PowerHorse. You can find the previous articles on the links Part 1 and Part 2. In this part, we will start with ARIMA modeling for forecasting. ARIMA is an abbreviation for  Auto-Regressive Integrated Moving Average. However,

Read More…

Posted in Manufacturing Case Study Example |

Time Series Decomposition – Manufacturing Case Study Example (Part 2)

· Roopam Upadhyay · 19 Comments

In the previous article, we started a new case study on sales forecasting for a tractor and farm equipment manufacturing company called PowerHorse. Our final goal is to forecast tractor sales in the next 36 months. In this article, we will delve deeper into time series decomposition. As discussed earlier, the idea behind time series decomposition is to extract

Read More…

Posted in Manufacturing Case Study Example |

Forecasting & Time Series Analysis – Manufacturing Case Study Example (Part 1)

· Roopam Upadhyay · 26 Comments

Today we are starting a new case study example series on YOU CANalytics involving forecasting and time series analysis. In this case study example, we will learn about time series analysis for a manufacturing operation. Time series analysis and modeling have many business and social applications. It is extensively used to forecast company sales, product demand,

Read More…

Posted in Manufacturing Case Study Example |

Subscribe to Blog

Provide your email address to receive notifications of new posts

Must Read

Career in Data Science - Interview Preparation - Best Practices

Free Books - Machine Learning - Data Science - Artificial Intelligence

Case-Studies

- Marketing Campaign Management - Revenue Estimation & Optimization

Customer Segmentation - Cluster Analysis - Segment wise Business Strategy

- Risk Management - Credit Scorecards

- Sales Forecasting - Time Series Models

Credit

I must thank my wife, Swati Patankar, for being the editor of this blog.

Pages

  • Blog-Navigation
  • Art
  • About
  • Contact
© Roopam Upadhyay
  • Blog-Navigation
  • Art
  • About
  • Contact
 

Loading Comments...