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      Sentiment, Some Highlighted Stocks and Key Word Tags on May 29, 2023

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      AroniSmartIntelligence™: Decision Tree Module

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      AroniSmartIntelligence™: Optimized Machine Learning, Advanced Analytics, and Data Science Capabilities Including Econometrics, Bayesian Models, Neural Network Models, Marketing Mix Models, and NLP Analytics

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      AroniSmartIntelligence™: Version 12.1.x Econometrics - Marketing Mix Models

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

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      AroniSmartInvest™ and AroniSmartIntelligence™ in Action: Analysis of Volatility of Stock Market Indices, Treasury Yield, Gold, Silver, and Oil as Year 2022 Ends

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AroniSmartIntelligence™: Optimized Machine Learning, Advanced Analytics, and Data Science Capabilities; A New Capability With Decision Trees

Details
AroniSoft LLC
AroniSmartLytics
05 May 2023
AroniSmartIntelligence™:  Decision Tree Module

AroniSmartIntelligence™: Decision Tree Module

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. 

AroniSmartInvest AroniSmartntelligence Big Data, Bayesian Statistics Econometrics Machine Learning Time Series Marketing Mix Analytics Data Science Neural Network Artificial Intelligence Decisin Tree Classification Supervised Learning
Read more …

AroniSmartIntelligence™: Marketing Mix and Multitouch Attribution Models

Details
AroniSoft LLC
AroniSmartLytics
20 January 2023
AroniSmartIntelligence™:  Marketing Mix and Multitouch Attribution Models Results

AroniSmartIntelligence™: Marketing Mix and Multitouch Attribution Models Results

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.

AroniSmartInvest AroniSmartntelligence Big Data, Bayesian Statistics Econometrics Machine Learning Time Series Marketing Mix Analytics Data Science Neural Network Artificial Intelligence Speech Transcription
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AroniSmartIntelligence™: Optimized Machine Learning, Advanced Analytics, and Data Science Capabilities; A New Capability With Speech-to-Text Transcription

Details
AroniSoft LLC
AroniSmartLytics
03 January 2023
AroniSmartIntelligence™:  Speech To Text Transcription Module

AroniSmartIntelligence™: Speech To Text Transcription Module

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.

AroniSmartInvest AroniSmartntelligence Big Data, Bayesian Statistics Econometrics Machine Learning Time Series Marketing Mix Analytics Data Science Neural Network Artificial Intelligence Speech Transcription
Read more …

AroniSmartIntelligence™: Optimized Machine Learning, Advanced Analytics, and Data Science Capabilities Including Econometrics, Bayesian Models, Neural Network Models, Marketing Mix Models, and NLP Analytics

Details
AroniSoft LLC
AroniSmartLytics
25 March 2022
AroniSmartIntelligence™:  Econometrics - Marketing Mix Models

AroniSmartIntelligence™: Econometrics - Marketing Mix Models

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.

AroniSmartInvest AroniSmartntelligence Big Data, Bayesian Statistics Econometrics Machine Learning Time Series Marketing Mix Analytics Data Science Neural Network Artificial Intelligence
Read more …

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

Details
AroniSoft LLC
AroniSmartLytics
13 March 2022
AroniSmartIntelligence™: Version 12.1.x Econometrics - Marketing Mix Models

AroniSmartIntelligence™: Version 12.1.x Econometrics - Marketing Mix Models

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.  

AroniSmartInvest AroniSmartntelligence Big Data, Bayesian Statistics Econometrics Machine Learning Time Series Marketing Mix Analytics Data Science Neural Network Artificial Intelligence
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AroniSmartIntelligence™ in Action: Time Series Support Vector Machine and Neural Network Analysis of Stock Market Indices, Gold and Oil in January 2021 - January 2022

Details
Harry
AroniSmartLytics
09 January 2022
AroniSmartIntelligence Stock Market Indices Time Series  Support Vector Machine  and Neural Network Analysis

AroniSmartIntelligence Stock Market Indices Time Series Support Vector Machine and Neural Network Analysis

After a fueled momentum over 2021, the stock market has started the year 2022 with volatility. The latest Q3 2021 stock market perfomance figures reminded of the increasing market volatility and other dynamics in late Q1 and early Q2, 2021. Major questions coming from AroniSmartIntelligence™ users have over the 2021 year focused on how to use AroniSmartIntelligence capabilities to analyze the connection among the key Stock market indices, especially NASDAQ vs  Dow Jones(DJI), S&P 500,  Russell 2000, Gold,  and Oil.   AroniSmart™ team, leveraging the Machine Learning Time Series capabilities, including Support Vector Machine,  and Neural Network Analysis of AroniSmartIntelligence™ ,  has analyzed the trends of  NASDAQ  and DJI vs  the  other stock indices (DJI, S&P 500, Russell 2000, Oil, Gold)  between  early Jan 2021 and  early Jan 2022 and came up with insights and  projections on the dynamics.   The insights are presented below (for disclaimer and terms, check AroniSoft website. For related analyses of Stock Markets using Time Series, Dominance Analysis, and Neural Network capabilities see here AroniSmartIntelligence™ in Action: Time Series Support Vector Machine and Neural Network Analysis of Stock Market Indices in Q4 2020 - Q4 2021)

apple AroniSmartInvest Investor, Market Profile Stocks AroniSmartIntelligence AroniSmartLytics Machine Learning AAPL Dominance Analysis TSLA DJI NASDAQ RUSSELL 2000 S&P 500
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AroniSmartIntelligence™ in Action: Time Series Support Vector Machine and Neural Network Analysis of Stock Market Indices in Q4 2020 - Q4 2021

Details
Harry
AroniSmartLytics
11 October 2021
AroniSmartIntelligence Stock Market Indices Time Series  Support Vector Machine  and Neural Network Analysis

AroniSmartIntelligence Stock Market Indices Time Series Support Vector Machine and Neural Network Analysis

After a fueled momentum since Q4 2020, the stock market has experienced seesaw dynamics since late Q3 2021. The latest Q3 2021 stock market pefomance figures reminded of the increasing market volatility and other dynamics in late Q1 and early Q2, 2021. Major questions coming from AroniSmartIntelligence™ users have recently focused on how to use AroniSmartIntelligence capabilities to analyse the connection among the key Stock market indices, especially NASDAQ vs  Dow Jones(DJI), S&P 500, and Russell 2000.   AroniSmart™ team, leveraging the Machine Learning Time Series capabilities, including Support Vector Machine,  and Neural Network Analysis of AroniSmartIntelligence™ ,  has analyzed the trends of  NASDAQ vs  the  other stock indices (DJI, S&P 500, Russell 2000)  between Q4 2020 and  Q4 2021 and came up with insights and  projections on the dynamics.   The insights are presented below (for disclaimer and terms, check AroniSoft website. For related analyses of Stock Markets using Time Series, Dominance Analysis, and Neural Network capabilities see here AroniSmartIntelligence™ in Action: Apple (AAPL) Stock Performance and Momentum Analysis with Support Vector Machine and Dominance Analysis in Q3 2021) ( For More on AroniSoft LLC and AroniSmart products click here).  

apple AroniSmartInvest Investor, Market Profile Stocks AroniSmartIntelligence AroniSmartLytics Machine Learning AAPL Dominance Analysis TSLA DJI NASDAQ RUSSELL 2000 S&P 500
Read more …

More Articles …

  1. AroniSmartIntelligence™ New Improved and Optimized Machine Learning Capabilities: Neural Network Models, Time Series, Support Vector Machines, Econometrics, Text Mining, More
  2. AroniSmartIntelligence™ Neural Network Capabilities: Multi-Layer Perceptron
  3. AroniSmartIntelligence™ on Probability Distributions: Relationships, Selection and Statistics Tests
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DRC President Felix Tshisekedi and China President Xi Jinping, May 25, 2023

Asia

DRC-China-USA-Rwanda: On a visit in China, DRC Felix Tshisekedi Evokes Getting Ready for Open War Against Rwandan Regime.

Details
Yves Lualaba
26 May 2023
Democratic Republic of Congo Rwanda Uganda, United States China Paul Kagame United Nations M23 Rebels Felix Tshisekedi Xi Jinping
AroniSmart™ Tech: Artificial Intelligence (AI)

AroniSmart™ Tech: Artificial Intelligence (AI)

Applications

AroniSmart™ Tech: Race for Artificial Intelligence (AI) Among Big Tech Companies, including Apple. But What is AI?

Details
Super User
21 May 2023
Defeated M23 Rebels soldiers in a camp in Rwanda in 2013

Defeated M23 Rebels soldiers in a camp in Rwanda in 2013

Africa

DR Congo - Rwanda: Increasingly Isolated in the Region and the World for Its invasion of DRC, Is Rwandan Government Ready for Another Defeat?

Details
Yves Lualaba
19 May 2023
Democratic Republic of Congo Rwanda Uganda, United States Paul Kagame United Nations MONUSCO Yoweri Museveni M23 Rebels Felix Tshisekedi SADC
Felix Tshisekedi arrives in Windhoek, Namibia, on May 8, 2023

Felix Tshisekedi arrives in Windhoek, Namibia, on May 8, 2023

Africa

DR Congo - Rwanda: South African Development Community (SADC) Commits to Deploy Troops in Eastern DRC

Details
Yves Lualaba
08 May 2023
Democratic Republic of Congo Rwanda Uganda, United States Paul Kagame United Nations MONUSCO Yoweri Museveni M23 Rebels Felix Tshisekedi SADC
AroniSmartIntelligence™:  Decision Tree Module

AroniSmartIntelligence™: Decision Tree Module

AroniSmartLytics

AroniSmartIntelligence™: Optimized Machine Learning, Advanced Analytics, and Data Science Capabilities; A New Capability With Decision Trees

Details
AroniSoft LLC
05 May 2023
AroniSmartInvest AroniSmartntelligence Big Data, Bayesian Statistics Econometrics Machine Learning Time Series Marketing Mix Analytics Data Science Neural Network Artificial Intelligence Decisin Tree Classification Supervised Learning
Rev Martin Luther King, Jr. and Harry Belafonte in 1960s

Rev Martin Luther King, Jr. and Harry Belafonte in 1960s

Life

USA: Harry Belafonte, Icon Black Musician, Actor, and Civil Rights Activist, Passes Away, at 96

Details
Harry
25 April 2023
Barack Obama Civil Rights African American Black Lives Matter Al Sharpton Oprah Winfrey Harry Belafonte Sidney Poitiers BlackKklansman
Paul Kagame during the 2015 Rwandan Elections

Paul Kagame during the 2015 Rwandan Elections

Africa

USA-Rwanda: Following a Release of Some Rwandan Political Prisoners, USA Government Allegedly Considering Imposing Sanctions Against Rwandan Government Leaders

Details
Yves Lualaba
11 April 2023
Democratic Republic of Congo Rwanda Paul Kagame United Nations MONUSCO FDLR Felix Tshisekedi Antony Blinken Constantin Niyomwungeri RUD-Urunana
Ms Louise Mushikiwabo

Ms Louise Mushikiwabo

World

Francophonie - Canada: Canada Cuts Funding Over Alleged Mismanagement, Embezzlement, and Sexual Harassment Under the Leadership of Rwandan Louise Mushikiwabo, Secretary General.

Details
Yves Lualaba
04 April 2023
Democratic Republic of Congo Rwanda Paul Kagame Emmanuel Macron Louise Mushikiwabo Francophonie Canada
Letter Paul Rusesabagina October 2022

Letter Paul Rusesabagina October 2022

World

US-Qatar-Rwanda: Rwandan Government Facing Economical Challenges and Pressure on Human Rights Releases Political Opponents.

Details
Jerome Karabayinga
27 March 2023
Democratic Republic of Congo Rwanda United States Paul Kagame United Nations M23 Rebels Joe Biden Antony Blinken Paul Rusesabagina Qatar
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