As the end of Summer 2021 approaches, the stock market continues to reach new records and to experience volatility that started in early May 2021. The stock market dynamics appear to continually balance the factors that have affected the overall market since early 2021, such as COVID-19 pandemic new waves,  the improving job market, the growing inflation, Chinese government actions on Tech and e-commerce companies,  and the overall economic policies.

On August 27, 2021, the key stock market indices continued to register gains and to maintain record performances (Dow Jones Industrial Average gained 0.69%, Nasdaq: 1.23 %, S&P 500: 0.88%, and Russel 2000: 2.85%). AroniSmart™ team, leveraging the Machine Learning, Big Data ,Bayesian Network Analysis, Neural Network Analysis, Text Analytics, and Sentiment and Valence Analysis capabilities of the new improved  AroniSmartInvest™ and AroniSmartIntelligence™,   looked at the stock performance, market sentiment index and events driving the stock market as the end of Summer  2021 approaches ( For More on AroniSoft LLC and AroniSmart products click here).  Key stocks driving the market at the end of Summer 2021 were identified.

The latest version of  AroniSmartIntelligence ™ is available in App Store®, with  optimized Machine Learning  including Support Vector Machine, Neural Networks,   and the latest advances in Econometrics, Time Series Analysis. Forecasting, Marketing Mix Models, and Text and Sentiment Analytics (NLP).  

Explore and know more by downloading the demo here (click on the link to download the demo). 

A new version of  AroniStatMobile™ is available in  App Store®.  AroniStatMobile™ is a quick smart statistical reference tool on iPad®. It is intended for beginners, students of statistics,  and advanced statisticians. 

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 module on Neural Network, starting with Multi-Layer Perceptron Models.  

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.