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2️⃣ How does edge computing influence real-time data analytics?

3️⃣ What is data democratization, and why is it important in modern organizations?

4️⃣ What are the challenges and solutions for analyzing unstructured data?

5️⃣ How are organizations addressing data governance and ethical issues in data analysis?

2️⃣ Diagnostic Analytics : helps you understand why something happened in the past.

3️⃣ Predictive Analytics: predicts what is most likely to happen in the future.

Prescriptive Analytics: recommends actions you can take to affect those outcomes.

4️⃣ Prescriptive analytics: looks at data statistically to tell you what happened in the past.

➡️ Descriptive analytics helps a business understand how it is performing by providing context to help stakeholders interpret information. This can be in the form of data visualizations like graphs, charts, reports, and dashboards.

➡️ Diagnostic analytics takes descriptive data a step further and provides deeper analysis to answer the question: Why did this happen? Often, diagnostic analysis is referred to as root cause analysis. This includes using processes such as data discovery, data mining, and drill-down and drill-through.

➡️ Predictive analytics takes historical data and feeds it into a machine learning model that considers key trends and patterns. The model is then applied to current data to predict what will happen next.

➡️ Prescriptive analytics takes predictive data to the next level. Now that you have an idea of what will likely happen in the future, what should you do? It suggests various courses of action and outlines what the potential implications would be for each.

PM2 https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10324102

IT1 https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10413606

IT2

https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10264083

1. Найдите научную статью, использующую качественный анализ.

2. Определите, какой метод анализа использовался.

3. Оцените:

   • Насколько прозрачно описан метод анализа?

   • Как авторы обосновали достоверность данных?

   • Можно ли воспроизвести их анализ?