AroniSmartIntelligence ™ is one of the most advanced analytics tools with Machine Leaning, Data Science, Statistics, Econometrics,  NLP Text and Sentiment analysis, Neural Network, and Support Vector Machine capabilities. To support NLP Text and Sentiment analysis, a new capability has been recently added: Speech-to-Text Transcription. Now the AroniSmartIntelligence version will also include a critical capability: Decision Trees, complementing the usual Bayesian Network  and Regression classification tools. 

Decision Trees will help solve the various problems related to classification built on big data and fuel data science insights. 

AroniSmartIntelligence ™ is one of the most advanced analytics tools with Machine Leaning, Data Science, Statistics, Econometrics,  NLP Text and Sentiment analysis, Neural Network, and Support Vector Machine capabilities. Many users have been asking questions on how to use the tool for some key modeling needs. One of the increasing predictive modeling needs focus Marketing Mix Analytics (MMx) and Multi Touch Attribution (MTA). 

The following sections covers the approach to use AroniSmartIntelligence to build the two types of models: MMx and MTA.

AroniSmartIntelligence ™ is one of the most advanced analytics tools with Machine Leaning, Data Science, Statistics, Econometrics,  NLP Text and Sentiment analysis, Neural Network, and Support Vector Machine capabilities. To support NLP Text and Sentiment analysis, a new capability has been added: Speech-to-Text Transcription. 

AroniSmartIntelligence Speech Recognition and Transcription is being added to address key requirements and meet the needs for more advanced NLP Text and Sentiment analytics.

Apple Inc. (NYSE: AAPL)  and Exxon (NYSE: XOM) have been delivering differential returns over the last years including  in 2021 and Q1-Q2 2022. At its height, by early December 2021, Apple stock price had risen by 125%, YoY. Since then stock growth has become negative, although still outperforming most of the stocks and the stock market indices, with -15% YTD as of July 15, 2022, vs 27.5% for NASDAQ Composite (^IXIC) and -13.90% for Dow Jones Industrial Average (^DJI). The oil industry has benefited during the period, with Crude Oil Aug 22 (CL=F) indix growing by +29.73 % YTD and Exxon Mobil Corporation (XOM) by +38.16% YTD.   The stock market has lost momentum while the oil industry has gained  following the  increasing market volatility, inflation, world events,  and other dynamics since late Q3 2022.  AroniSmart™ team, leveraging the Machine Learning Time Series capabilities, including Support Vector Machine,  and Dominance Analysis of AroniSmartIntelligence™ and AroniSmartInvest™,  has looked at the trends of  the stock price of AAPL vs  the stock prices of 20  selected  companies  between Q3 2021 and  Q3 2022 and came up with insights and  projections on the dynamics.   The insights are presented below (for disclaimer and terms, check AroniSoft website).

AroniSmartIntelligence ™ is one of the most advanced analytics tools with Machine Leaning, Data Science, Statistics, Econometrics,  NLP Text and Sentiment analysis, Neural Network, and Support Vector Machine capabilities.

AroniSmartIntelligence ™, available on Apple's App Store®,  is intended, very useful, and handy for experts, professionals,  and college and graduate students in Statistics, Machine Learning, Quantitative Business Analytics, Data Science, Econometrics, STEM, Operations Research, and other related fields. It includes a detailed Handbook and a well crafted and instructive User's manual. It is a cutting-edge analytical tool for advanced analytics and developing actionable insights without the hassle of coding. See more below, including instructions, demos and how to download a limited time actual demo.