What is ASB?

AMA – Advanced Scorecard Builder© (ASB) is a solution designed by AMA Institute that allows for simple and quick development and implementation of predictive models. AMA Institute believes that predictive modelling will become a crucial part for every organization that is focused to build unique strategy and competitiveness based on data and analytics. Due to precise data analysis, predictive models increase efficiency of operational processes as well as provide answers for daily key business questions.
Predictive mo

Predictive models that are quickly implemented and easily available for business have become a a necessary and ubiquitous tool for building long-lasting competitiveness. Due to ASB, predictive modelling is now available even for smaller players in the market.
Create your own scoring model and respective scorecard today with our free AMAFree tool.

Are you interested in the subject of automated scoring models? Do you want to know how data analysis can change your organization?

Contact AMA Institute. We will be happy to discuss the possible development opportunities for your business.

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Industries’ examples where predictive models may
help to boost financial performance

Finance

  • Investment and Guarantee Funds
  • Insurance
  • Loan Sector / Leasing / Factoring
  • Debt Collection
  • Fraud Protection

Marketing

  • Frequency and Type of Contacts with particular Customers
  • Loyalty Programs
  • Retention of Subscription Services
  • Internet Sale

Other

  • Shared Services Centres
  • Mass Client Services Points
  • Mailing Houses
  • Logistics
  • Debt collection companies

What are the benefits
working with AMA?

Due to cooperation with AMA Institute your organization will gain the required knowledge and tools for gathering, transforming and interpreting data quickly and efficiently, achieving quick returns on investment. For example, the implementation of scoring models will allow your company to increase the conversion and effectiveness of your marketing campaigns within very short period of time.

AMA Institute provides organizations, professionals and its customers with the highest quality solutions and knowledge, striving for their continuous development and building a stable relationship between them based on trust and the win-win philosophy.

We aim at building new generation of organizations and professionals who will create the friendliest and developmental working places. By applying the highest standards of knowledge and professional ethics, we develop and enhance the world around us.
The values ​​we share are designed to build long-term relationships based on respect, trust and a sense of responsibility.

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Start working with ASB

ASB AMAFree tool is a dedicated free of charge Python library that allows your organization to quickly generate a model and respective scorecard for your company’s data.

Load the AMAFree module. Prepare your data as Pandas libraries DataFrame. They should contain columns with variables altogether with one column defining the binary target variable.

Once a scoring model has been developed, generate respective scorecard and set of dedicated reports containing information about the data and the predictive power of the scoring model.

Download and test the free of charge version

Zainstaluj pakiet AmaFree

Install the Advanced Scorecard Builder package using a pip installation tool:

pip install advanced-scorecard-builder

or

download the module

download file: AmaFryee.py

and copy it to the directory from which you will launch the main program.

Next load the installed library into your code. To support the data frames, you will also need Python pandas and numpy libraries:

# standardowe biblioteki do obsługi DataFrame
import pandas as pd
import numpy as np

# Darmowe ASB AMA Institute
from AmaFree import AdvancedScorecardBuilder as asb

Example of data analysis

Analysis of randomly generated data containing 25 columns and 100,000 cases.

from AmaFree import AdvancedScorecardBuilder as asb

import pandas as pd
from sklearn import datasets

X,y = datasets.make_classification(n_samples=10**5, n_features=25, random_state=123)
# nazwy zmiennych
names = []
for el in range(25):
names.append(‘zm’+str(el+1))
# ramka danych
df = pd.DataFrame(X, columns=names)
df[‘target’] = y
df.head()
# Stwórz obiekt asb
ama = asb(df, ‘target’;)
# wygeneruj model
ama.fit()
# karta scoringowa
ama.get_scorecard()
# wygeneruj raport html
ama.html_report()

Marketing campaigns’ optimization

Due to cooperation with AMA Institute your organization will gain the required knowledge and tools for gathering, transforming and interpreting data quickly and efficiently, achieving quick returns on investment. For example, the implementation of scoring models will allow your company to increase the conversion and effectiveness of your marketing campaigns within very short period of time.

The usage of predictive models and respective scorecards in the management of advertising marketing campaigns has become a market standard. Many of such models can be generated using the ASB AMA Free tool.

Predictive modelling is a perfect tool for creating and planning personalized marketing campaigns. Powered by multifaceted and rapid analysis they are able to indicate precisely the direction of advertising message, aimed at achieving the best financial results at the lowest cost.
Try ASB AMA Free and create a respective scorecard in a simple way. In the blink of an eye you will receive a predictive model and a scorecard that helps in model’s interpretation. The latter is not so easy to obtain by using other complex modeling techniques, e.g. models based on neural networks, random forests and other.

Interested in full version of AMA Advanced Scorecard Builder?

Contact us