Machine Learning 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 support to generate valuable analytical insights to support decision making and advanced research. 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, Support Vector Machine capabilities has improved the key modules including Neural Networks, Econometrics, Time Series, Bayesian Models, Support Vector Machine, Big Data Analytics, and Text Analytics. The improvement will be coming in the new version AroniSmart 12.x, soon available on Apple's App Store®.
AroniSmartLytics
AroniSmartIntelligence™ Neural Network Capabilities: Multi-Layer Perceptron
Artificial Neural Networks modelling has become an important area of advanced analytics and machine learning. The area is both exciting and intriguing, helping to generate valuable analytical insights to support decision making and advanced research. Given the 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, Support Vector Machine capabilities has implemented a module on Neural Network, starting with Multi-Layer Perceptron Models.
AroniSmartIntelligence™ on Probability Distributions: Relationships, Selection and Statistics Tests
One of the major foundations in sound advanced analytics that involve Statistics, Data Science, and Machine Learning is mastering the area of probability distributions. To achieve their modelling and analytics goals, savvy statisticians, data scientists, and advanced modeling analysts need to have a good grasp of three keys areas in statistics: 1) understanding the probability distributions, including their relationships, 2) being able to select the best probability distributions and 3) Understanding and selecting the right statistics test.
AroniSmartLytics™ 10.1.x with Advanced Analytics, Econometrics Models, Machine Learnings, Data Science Tools, now Available In App Store®
AroniSmartIntelligence™ version 10.x, with more optimized Advanced Machine Learning, Text Analytics and Econometrics models, and other advanced analytics algorithms is now available in Apple App Store®. For a limited time, the price has been reduced. Get the latest version by visiting App Store®. See more information on AroniSmartIntelligence™ below.
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AroniSmartIntelligence™: Version 10.x with Most Advanced Analytics Capabilities Available in App Store®
AroniSmartIntelligence™ version 10.x, with more optimized Advanced Machine Learning, Text Analytics and Econometrics models, and other advanced analytics algorithms is now available in Apple App Store®. The new version addresses several requests and feedbacks from our clients and users. Going forward, the version will only be known as AroniSmarttIntelligence™, and includes several modules of the previous versions referred to as AroniSmartLytics™. The new version follows a new approach of addressing focused analytics with more advanced algorithms to handle evolving business and analytical needs, while covering a broad range of advanced analytics including machine learning, applied statistics and econometrics, and data science.
AroniSmartIntelligence™: Developing and Running Machine Learning and Non-Linear Econometrics Models with AroniSmartLytics™
AroniSmartLytics™ or AroniSmartIntelligence™ version 9.0.0, with improved Advanced Non-Linear and Econometrics models, improved machine learning and advanced analytics algorithms is available in Apple App Store®. Among the improved Advanced Analytics are Non Linear Models. The Non-Linear Models included the Generalized Non-Linear Models, Multiplicative models, Generalized Logit Models and Log-Log models.
The non-linear models capabilities address multiple requests and feedbacks from our clients and users, regarding implementing General Non Linear Models, Advanced Analytics and Marketing Mix models in AroniSmartLytics™ Regression, Econometrics, and Time Series module.
AroniSmartIntelligence™ 9.0.0, Improved Advanced Analytics, Non Linear Models (Multiplicative, Log-Log, Marketing Mix) and Machine Learning Tools, now Available In App Store®
AroniSmartLytics™ or AroniSmartIntelligence™ version 9.0.0, with Improved Advanced Non Linear and Econometrics models, improved machine learning and advanced analytics algorithms is now available in Apple App Store®. The prior version focused on Attribution Models and Dominance Analysis, with an emphasis on how predictors contribute to overall performance. Following multiple requests and feedback from our clients and users, the new version of AroniSmartLytics™ pushes the edge further with General Non Linear Models, Advanced Analytics and Marketing Mix models are implemented in AroniSmartLytics™ Regression, Econometrics, and Time Series module.