The company HERMECO is the market leader in clothing for children in Colombia with the brand OFFCORSS. It is a company with 40 years of experience committed to offering authentic, trustworthy and fun products and experiences for irreverent children with a COOL lifestyle. The company has estimated that the frequency of purchase of its customers is approximately 1.5 times a year, for the company this denotes a giant potential in the recurrence of purchase of the brand. The interest of this is to continue to increase the frequency through a customer profiling by distribution channels, independent of the city where it is located.
To check the application visit the following link ai.offclusters.com
- Python version 3.6 or greater;
- Numpy, the core numerical extensions for linear algebra and multidimensional arrays;
- Scipy, additional libraries for scientific programming;
- Statsmodels, library with statistcal models;
- Matplotlib, excellent plotting and graphing libraries;
- Boto3, library to connect with S3 AWS buckets;
- Flask,used for the creation of the API;
- Dash, framework for building ML and DS web apps;
- Folium, used for the creation of maps;
- IPython, with the additional libraries required for the notebook interface;
- Pandas, library to read files has a dataframe;
- Seaborn, used mainly for plot styling;
- PsycoPG2, postgres driver for python;
- SQLAlchemy, for managing psycopg2 engines;
| Name | |
|---|---|
| Francisco Bertel Romero | linkedin.com/in/fbertelr |
| Sebastian Racedo Valbuena | linkedin.com/in/sebastian-racedo-valbuena |
| Henry Mejia Osorio | linkedin.com/in/hmo/ |
| Jhonattan Reales de La Asunción | linkedin.com/in/jhonattanreales/ |
| Mauricio Miranda Mejia | linkedin.com/in/mao-miranda10/ |
| Santiago Andrés Bohórquez Suárez | linkedin.com/in/santiagobs/ |
| Roque A. Maldonado Insignares | linkedin.com/in/roque-maldonado-insignares/ |