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AroniSmartIntelligence™ Improved and Optimized Machine Learning and Data Science Capabilities: Econometrics, Marketing Mix Models and Text Analytics, and Handbook

AroniSmartIntelligence™: Version 12.1.x Text Analytics

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Machine Learning and Data Science Models  are gradually and fastly improving and becoming the center of advanced analytics, business intelligence, decision making, management science, data science,  and other areas in which sound informed decisions are needed.  Yet, the area continues to be  both exciting and intriguing, while remaining the needed tool to generate valuable analytical insights to support decision making and advanced research. A critical area includes Marketing Mix predictive models, in which Multiplicative Models and LogLog Models, built on sound Data Scinece capabilities have been the major focus, as businesses try to grow by targeting the right customers and optimally allocating their marketing budget.  Given this increasing  importance of this foundation in the advanced analytics, machine learning and data science, AroniSmartIntelligence ™, one of the most advanced analytics tools with Big Data, Statistics, Econometrics, Machine Leaning, Text and Sentiment analysis, Neural Network, Support Vector Machine capabilities has continually  improved the key modules including  Neural Networks, Econometrics, Time Series, Bayesian Models,  Support Vector Machine, Big Data Analytics,  and Text Analytics. The latest improvements  are  in the new version AroniSmart 12.1.x, available on Apple's App Store®, starting today.  

 AroniSmartIntelligence™ already has the capabilities covering the areas of interest. The modules are well developped and include strong analytical methods to  help advanced analytics experts, statisticians, econometricians, machine learning analysts, data scientists, Text mining experts, and big data analysts to find the best models, generate analytics and insights, and refine existing models to better address their business and research needs. However, a continuous improvement is needed, and hence the new version of AroniSmartIntelligence™.

 What is New With AroniSmartIntelligence?

 Advanced Analytics tools and capabilities, for all categories of statisticians, data scientists,  econometricians, practitioners and students?

Statisticians, Data Scientists, Marketers, Business and Financial Analysts, Savvy Investors, Engineers, Researchers,  Students, Teachers, Economists, Political Analysts,  and most of  the practitioners use Advanced Analytics to generate insights, to answer business and scientific questions, to allocate resources, and to support informed  decision making or to learn. AroniSmartIntelligence™ is the tool to leverage, with advanced technologies, methodologies, and utilities behind a user friendly interface.

With the increasing role of advanced Marketing Mix predictive models, the Multiplicative Models and LogLog Models, built on a sound Machine Learning and Data Scince capabilities the new version has improved capabilities with efficient data preparation to increase the accuracy, while maintaining the prediction power of the  Multiplicative,  LogLog, and General Linear models critical for the Marketing Mix modelling.


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AroniSmartIntelligence, the leading tool for Advanced Analytics, Machine Learning & Data Science

Statisticians, Data Scientists, Business and Financial Analysts,  Savvy Investors, Engineers, Researchers,  Students, Teachers, Economists, Political Analysts,  and most of  the practitioners use Advanced Analytics to answer questions, to support informed  decision making or to learn.

AroniSmartIntelligence™ is a leading Advanced Analytics, Machine Learning and Data Science tool, with optimized cutting edge Statistics models, Econometrics, Big Data and Text Analytics.

AronismartIntelligence™ includes modules covering Machine Learning,  Big Data mining, Bayesian Statistics, Neural Network Models, Unstructured Text Analysis, Sentiment and Emotion Analytics,  and other advanced analytics.


What are the New or Improved Modules and Capabilities?

AroniSmartIntelligence™ includes the following modules and features, with  most of them having been improved in the new version: 

  • Basic and Advanced Statistical Concepts and Learnings:
    •  a detailed handbook that covers the most compelling statistics concepts;
    • In depth review of nonparametric and parametric tests;
    • A comprehensive overview of the common probability distributions;
    • A guide on probability distributions and their relationships
    • A guide on how to select appropriate statistical tests
  • Ability to use own data from various sources, in various efficient and effective formats:
    • CSV  
    • Aroni format
    • Text in folders
    • Text in a file, with aroni format
  • Applied  Statistics, Mathematical Statistics, and Economoetrics:
    • Linear Regression Analysis, including Ridge Regression, Pace Regression, Logistic, Legendre Polynomial, Robust, Polynomial, Stochastic Gradient Descent, and many more
    • Regression with Mixed Effects models and multilevel modeling of hierarchical and longitudinal data;
    • Econometrics and Marketing Mix models
    • Segmentation and Clustering
    • Discriminant Analysis and Classification
    • Finite Mixture and General Mixture models
  • Text Analytics 
    • Text mining
    • Sentiment Analytics and Sentiment Valence analysis
    • advanced algorithms to handle acronyms, emojis, shortcuts, and boosters, including ALL CAPS, new shortcuts or acronyms, such as LOL!, OMG!, etc.
    • Advanced Words and Tags Cloud and
    • Sentiment 3D network visualization
  • Big Data Analytics, with Map-Reduce capabilities;
  • Bayesian Statistics:
    • Bayes network models
    • Naive Bayes
    • One Dependence Estimator
  • Neural Network Models
    • MultiLayer Perceptron models
  • Machine Learning capabilities build on Support Vection Machine Methodologies, with:
    • Sequential Minimal Optimization
    • Gaussian Processes 
    • Support Vector Regression
  •  Graphing Capabilities
    • Histograms, scattergrams, pie charts, etc.
    • Networks graphs
    • Words clouds  
    • Editable Analysis outputs 
    • Bayesian Network
    • Network Visualization

AroniSmartIntelligence™ is a leading Advanced Analytics, Machine Learning and Data Science tool, with optimized cutting edge Statistics models, Econometrics,  Neural Networks,  Big Data and Text Analytics.

AronismartIntelligence™ includes modules covering Machine Learning and Big Data mining, Unstructured Text Analysis, Sentiment and Emotion Analytics, Bayesian Statistics, Neural Networks,  and other advanced analytics.


FOR THE  HANDBOOK and DATA MANAGEMENT MANUALS  PLEASE CLICK ON THE LINKS BELOW TO DOWNLOAD THE PDF FILES:

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What is next?

The new version of AroniSmartIntelligence™ that includes improved Advanced Analytics, Machine Learning and Data Science  is available on Apple's App Store®.

More detailed information on the capabilities of  AroniSmartIntelligence™ is available in the tool on Apple®'s App Store and on the AroniSoft web site(http://www.aronisoft.com). 

More detailed use cases, real life applications,  and AroniSmart Tools in actions  can be found on  on the AroniSmart web site (http://www.aronismart.com). Check the following tabs: ABOUT US, SOLUTIONS, SCITECH, MONEY


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