A PHP Error was encountered

Severity: Notice

Message: Trying to get property of non-object

Filename: models/General_model.php

Line Number: 92

Backtrace:

File: /home/takeoff99/public_html/application/models/General_model.php
Line: 92
Function: _error_handler

File: /home/takeoff99/public_html/application/controllers/Projects.php
Line: 193
Function: get_deptid_str

File: /home/takeoff99/public_html/index.php
Line: 315
Function: require_once

A PHP Error was encountered

Severity: Notice

Message: Trying to get property of non-object

Filename: models/Project_model.php

Line Number: 674

Backtrace:

File: /home/takeoff99/public_html/application/models/Project_model.php
Line: 674
Function: _error_handler

File: /home/takeoff99/public_html/application/controllers/Projects.php
Line: 201
Function: generate_breadcrumb

File: /home/takeoff99/public_html/index.php
Line: 315
Function: require_once

A PHP Error was encountered

Severity: Notice

Message: Trying to get property of non-object

Filename: models/Project_model.php

Line Number: 674

Backtrace:

File: /home/takeoff99/public_html/application/models/Project_model.php
Line: 674
Function: _error_handler

File: /home/takeoff99/public_html/application/controllers/Projects.php
Line: 201
Function: generate_breadcrumb

File: /home/takeoff99/public_html/index.php
Line: 315
Function: require_once

A PHP Error was encountered

Severity: Notice

Message: Trying to get property of non-object

Filename: models/Project_model.php

Line Number: 674

Backtrace:

File: /home/takeoff99/public_html/application/models/Project_model.php
Line: 674
Function: _error_handler

File: /home/takeoff99/public_html/application/controllers/Projects.php
Line: 201
Function: generate_breadcrumb

File: /home/takeoff99/public_html/index.php
Line: 315
Function: require_once

A PHP Error was encountered

Severity: Notice

Message: Trying to get property of non-object

Filename: models/Project_model.php

Line Number: 674

Backtrace:

File: /home/takeoff99/public_html/application/models/Project_model.php
Line: 674
Function: _error_handler

File: /home/takeoff99/public_html/application/controllers/Projects.php
Line: 201
Function: generate_breadcrumb

File: /home/takeoff99/public_html/index.php
Line: 315
Function: require_once

TAKEOFF - View Abstract
     Certificate Verification        Student Ambassador          Quick Pay        Request For Enquiry
Sell Your Project      Apply for franchise          
  • 0877-2261612       
  • +91-9030 333 433
  • +91-9966 062 884

Sales Prediction With Machine Learning

SALES PREDICTION WITH MACHINE LEARNING

  • Project Code :
  • TCMAPY45
  • .

A PHP Error was encountered

Severity: Notice

Message: Trying to get property of non-object

Filename: projects/view_abstract.php

Line Number: 280

Backtrace:

File: /home/takeoff99/public_html/application/views/static/projects/view_abstract.php
Line: 280
Function: _error_handler

File: /home/takeoff99/public_html/application/controllers/Projects.php
Line: 202
Function: view

File: /home/takeoff99/public_html/index.php
Line: 315
Function: require_once

Buy Now

Cost will be available soon

Download Project Document / Synopsis

SALES PREDICTION WITH MACHINE LEARNING

Sales prediction with machine learning

Abstract:

This paper presents a use case of machine learning for sales forecasting in retail demand and sales prediction. In particular, the Auto Arima algorithm is used to design a prediction model to accurately estimate probable sales for retail outlets. The forecast of potential sales is based on a mixture of temporal and economical features including prior sales data, store promotions, retail competitors, location and accessibility of the store as well as the time of year. The model building process was guided by common sense reasoning and by analytic knowledge discovered during data analysis and definitive conclusions were drawn. The performances of the Auto Arima predictor were compared with those of more traditional regression algorithms like Linear Regression and Random Forest Regression. Findings not only reveal that the Auto Arima algorithm outperforms the traditional modeling approaches with regard to prediction accuracy, but it also uncovers new knowledge that is hidden in data which help in building a more robust feature set and strengthens the sales prediction model.

innovative
innovative Request Video

Package Features

  • 12/7 Support
  • Voice Conference
  • Video On Demand
  • Remote Connectivity
  • Customization
  • Live Chat Support
  • Toll Free Support

Includes

  • Complete Source Code
  • Complete Documentation
  • Complete Presentation Slides
  • Flow Diagram
  • Database File
  • Screenshots
  • Execution Procedure
  • Readme File
  • Addons
  • Video Tutorials

Leave Your Comment!

Your email address will not be published. Required fields are marked *

Call us : (+91) 9030333433 / 08772261612
Mail us : takeoffstudentprojects@gmail.com
Mail us : info@takeoffprojects.com