Bilytica # 1 is one of the top Business Analytics In Saudi Arabia Because data interpretation is such an important component of the data analysis process, we’ve previously dedicated an entire post to it. It seeks to drive a clear conclusion from the analysis results by giving meaning to the analytical data. Because most businesses deal with data from a variety of sources, the interpretation stage must be done meticulously and correctly to avoid misinterpretations. To assist you with the process, we’ve compiled a list of three typical mistakes to avoid while analyzing your data. The human brain is designed to look for patterns. As a result of this habit, one of the most typical blunders in interpretation is equating correlation with causation. Although these two elements can coexist, it is incorrect to presume that one caused the other since two events occurred at the same time. A piece of advise to avoid making this error is to trust the evidence rather than your instincts. Always stick to correlation if there is no objective proof of causation.
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Confirmation Bias And Statistical Significance
This phenomenon refers to the propensity to pick and interpret just the facts required to confirm a single hypothesis, while ignoring or dismissing evidence that contradicts it. Confirmation bias may be a serious problem, even if it isn’t done on purpose, because ignoring crucial information can lead to incorrect conclusions and, as a result, poor business decisions. To avoid this, always strive to refute rather than prove your idea, discuss your findings with other team members, and refrain from making any conclusions until the full analytical endeavor is completed Business Analytics In Saudi Arabia. To put it another way, statistical significance aids analysts in determining if a result is true or if it occurred due to chance or sampling mistake. The degree of statistical significance required may vary depending on the sample size and sector under consideration. In any event, dismissing the importance of a result when it has the potential to affect decision-making is a tremendous error.
Create A Story And Take Autonomous Technology
Now we’ll look at how you can put all of these pieces together in a way that benefits your organization, starting with a technique known as data storytelling. Strong stories or narratives have a powerful effect on the human brain. You should attempt to tell a story with a clear beginning, middle, and finish once you’ve cleaned, molded, and displayed your most useful data utilizing various BI dashboard technologies. By doing so, you’ll make your analytical efforts more accessible, consumable, and universal, allowing more individuals in your business to put your findings to good use.
Artificial intelligence (AI) and machine learning (ML) are examples of autonomous technologies that are advancing our understanding of how to evaluate data more efficiently. According to Gartner, 80 percent of developing technologies will be built on Business Analytics In Saudi Arabia AI foundations by the end of this year. This is a tribute to the autonomous technology’ increasing strength and worth. These technologies are now transforming the analytical sector. Neural networks, intelligent alarms, and sentiment analysis are some of the examples we covered previously.
Distribute The Burden
You’ll be able to show your metrics in a digestible, value-driven way if you utilize the correct tools and dashboards, allowing practically everyone in the business to interact with and use relevant data to their benefit. No matter if you need to monitor recruiting metrics or develop reports that need to be disseminated across many departments, modern dashboards aggregate data from diverse sources and provide access to a plethora of insights in one consolidated spot. Furthermore, these cutting-edge systems provide dashboard access from a variety of devices, allowing everyone in the company to connect to practical information remotely and share the burden Business Analytics In Saudi Arabia. You will accelerate the success of your business in ways you never imagined possible once everyone is able to operate with a data-driven attitude. And when it comes to understanding how to evaluate data, a collaborative approach is critical.
Call us at +966547315697 or contact sales@bilytica.com for demo. Business Analytics in Jeddah Riyadh Khobar Saudi Arabia KSA team will be happy to serve you.
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Business Analytics in Saudi Arabia
Business Analytics in Saudi Arabia
Business Analytics in Saudi Arabia
Business Analytics in Saudi Arabia
18/03/2022