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. 

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 Analytics, and Text and Sentiment Analytics (NLP).  

Explore and know more by downloading the demo here (click on the link to download the demo). Also, check more detailed instructions below on how to download the demo of an application (AroniSmartInvest or AroniSmartIntelligence).

Apple launched  the 2021 annual Worldwide Developers Conference (WWDC) event on June 7, 2021 at 10:00 AM PCT. The event will last from June 7–11 and be the first completely WWDC virtual.  As mentionned in AroniSmart's previous predictions(Apple's WWDC 2021: Expectations of New Macbook Pro, iOS15, MacOS 12, and More) ,  the event is focusing on the future versions of iOS, iPadOS, macOS, watchOS, and tvOS. The firs major announcement was about the new macOS 12, known as MacOS Monterey, which is replacing macOS BigSur and iOS15.

As planned, Apple  will hold the 2021 annual Worldwide Developers Conference (WWDC) event  on June 7–11, the  first completely WWDC virtual event.  As mentionned in AroniSmart's previous predictions(See AroniSmart  here: What is Expected from Apple in the near future: Self-Driving EV Car, New Macbook Pro, Mac Mini, and MacBook Air?) ,  the event is expected to focus on the future versions of iOS, iPadOS, macOS, watchOS, and tvOS and, perhaps, to unveil the new refreshed versions of  MacBook Pro,  Mac Mini, iPhone, iPad, and iMac. Below are the latest information on what to expect.

Apple  plans to hold the 2021 annual Worldwide Developers Conference (WWDC) event  on June 7–11. It will be the first completely WWDC virtual event.  The event is expected to focus on the future versions of iOS, iPadOS, macOS, watchOS, and tvOS and, perhaps, to unveil the new refreshed versions of  MacBook Pro,  Mac Mini, iPhone, iPad, and iMac. Meanwhile, since 2020, persistent rumors have been suggesting that Apple has been developing its own self-driving electric vehicle car.  The questions now are what is coming from Apple in the near future regarding the Self-Driving Electric cars and the new improved Mac products based on M1 chip.

Apple virtual event, "One More Thing", was held, as expected, on November 10, 2020, broadcasting from the Apple Park campus in Cupertino, California.  As reported previously by AroniSmart (see AroniSmart:Apple's Digital Event, One More Thing, to be held on November 10, 2020 ) although not much  details so far about the event,  the event focused on MacBook computers, and most importanly  driven by  Apple Silicon.

Summer 2021 is ending. As expected,  the stock market momentum  that started in  early May 2021 appears to finally be slowing down, as the volatilty continues to increase. The factors that  have affected the overal market since early 2021, such as COVID-19 pandemic new waves,  the job market, the growing inflation, Chinese government actions on Tech and e-commerce companies,  and the overall economic policies appear to have finally caught up with the market. This may be the driver of the observed sell-offs.

AroniSmart™ team, leveraging the Machine Learning, Big Data, Data Science, 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 of September 17, 2021 ( For More on AroniSoft LLC and AroniSmart products click here).  The key stocks driving the market at the end of Summer 2021 were identified.

Apple, Inc ( AAPL ) held, as planned,   the first Fall event today on  September 14, 2021. The event, known as California Streaming, took  an hour and twenty minutes.  Most of  products that were expected to be unveiled, were announced. The most important  product unveiled matched the expectations:  iPhone 13.  Other products, as highlighted in earlier AroniSmart reports included Apple Watch Series 7 and  iPad.  Meanwhile  just before the event  started, Apple stock rose to $151.07, then lost its fuel closing at $148.12.  In fact, as the day of the event  was approaching, Apple stock price had started to fall, significantly, closing at $148.97 on September 10, 2021. The seesaw movement highglights the complex dynamics ahead, especially during the usually challenging September month.

Apple, Inc ( AAPL )  will hold  the first Fall event on  September 14, 2021, starting at 10:00 AM PDT. Many products are expected to be unveiled. One of the most important is iPhone 13.  Others include Apple Watch Series 7 and AirPods 3. Meanwhile after the event was confirmed , Apple stock has reached new records highs with the day range of $154.39 - $157.26, closing at $156.69, reinforcing the new trends uncovered in AroniSmart Analyses. Then, as the day of the event approaches, Apple stock price has started to fall, significantly, closing at $148.97 on September 10, 2021.

Apple, Inc ( AAPL ) has confirmed the date of its annual September event. The event will be held on September 14, 2021, starting at 10:00 AM PDT. Many products are expected to be unveiled. One of the most important is iPhone 13. Others include Apple Watch Series 7 and AirPods 3. Meanwhile after the event was confirmed , Apple stock has reached new records highs with the day range of $154.39 - $157.26, closing at $156.69, thus reinforcing the new trends uncovered in AroniSmart Analyses (see here AroniSmartIntelligence™ in Action: Apple (AAPL) Stock Performance and Momentum Analysis with Support Vector Machine and Dominance Analysis in Q3 2021 and AroniSmartInvest™ in Action: Key Stocks At the End of Summer 2021; Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses).

The end of Summer 2021 is comming with new trends in the stock market. In the first week of September 2021, prices of key stocks have stayed near record highs. At the same time, volatility continues to increase and the market sentiment is gradually shifting to negative territories. The stock market dynamics appear to continually balance the factors that have affected the overal market since early 2021, such as COVID-19 pandemic new waves,  the complex job market, the growing inflation, Chinese government actions on Tech, e-commerce companies, a new stock market, and electric vehicles,  the end of the US unemployment benefits,  and the overall  US economic policies.

On  September 5, 2021, the key stock market indices, while near record performances and almost flat vs the week before, ended with a mixed view (Dow Jones Industrial Average lost: -0.21%;  Nasdaq gained: + 0.21 %;  S&P 500 lost: - 0.03%, and Russel 2000 lost: -0.52%). 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 and Terms and Contacts, click here).  Key stocks driving the market at as of September 5, 2021 were identified.

In December 2020, media reports confirmed that Apple was working on an Electric Vehicle (EV), known as "Apple Car",  and targeting 2024 for production, with a more advanced battery technology. Independent EV remains a distant reality for Apple, but there are also rumors that Apple may partner with a car maker to accelerate the timelines. Meanwhile as news and remors are fueling the Apple Car  story , Apple stock has reached records highs with the day range of $153.10 - $154.63, closing at $154.30, thus confirming the new trends uncovered in AroniSmart Analyses (see here AroniSmartIntelligence™ in Action: Apple (AAPL) Stock Performance and Momentum Analysis with Support Vector Machine and Dominance Analysis in Q3 2021 and AroniSmartInvest™ in Action: Key Stocks At the End of Summer 2021; Machine Learning, Bayesian Network, Stock Segmentation, Market Sentiment Analyses).

On May 19, 2021, the stock market sentiment had started to head towards negativity, after a long period of positivity. Almost a month later, the sentiment  continues to lean towards negativity. As of the closing hour of  June 11, 2021 the dynamics of the stock market remain complex and the sentiment neutral or negative.

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 of Apple's App Store®.  

On May 19, 2021, the stock market sentiment has started to head towards negativity, after a long period of positivity. In the analysis conducted  by AroniSmart™ team on April 30, 2021, investors appeared to have started finding direction and answers on one of the key questions the market actors were facing: what is coming next?  Although the answer to the question remained elusive, there appeared to be a growing consensus on where the market was  heading, following the up and down movements, around an overall upward trend,  observed since the beginning of the year. While the overall upward trend was  observed since the beginning of the year,  by late-April the trend has shifted downward.  As of the closing hour of  May 19, 2021 the dynamics of the stock market were different.

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.  

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.

On April 30, 2021, the stock market sentiment remains positive and new trends are already showing. Investors appear to have started formulating scenarios for the future as they are tryig to find answers  the  key questions highlighted in AroniSmart latest analyses: what is coming next? Although the answer to the question remains elusive, there is growing consensus on where the market may be heading, following the up and down movements, around an overall upward trend,  observed since the beginning of the year.   

On April 30, 2021 the stock market performance appears to be impacted  mostly by earnings and the latest economic agenda published by the US President Joe Biden in his national address marking his 100 days in office. Still, other by factors remains:  speculative considerations on the economy,  profit taking,  bonds prices,  interest rates,  options trading,  and  related news about some key stocks, especially those related to Electic Vehicules (EV) Technology, Solar Energy, Cryptocurrency, Retail, and Banking. One may also add Transportation and Tourism, as Summer approaches and COVID-19 vaccines have reached the majority of adult Americans and improving in other countries.