rescriptive analytics relate to descriptive and predictive analytics? Give one example for each. Please clear and correct an

Q: As AI becomes more explainable, how is Big Data analytics being adapted to provide more…

A: The concept of Explainable Artificial Intelligence (XAI) has gained popularity in years, intending…

Q: Explain how predictive analytics works and provide an example of how it might be put into practise…

A: Explanation: Prescriptive analytics is a technique that analyses data and makes appropriate…

Q: Describe the differences between descriptive, predictive, and prescriptive analytics.

A: Please find the answer below :

Q: How is federated learning shaping the future of Big Data analytics, especially in contexts where…

A: Federated learning is a decentralized machine learning approach that enables the training of models…

Q: How do Big Data analytics tools incorporate semi-supervised learning techniques to handle datasets…

A: It often relies on labeled samples for categorization and analysis when analyzing data in Big Data…

Q: Why do data miners choose empirical data analysis (EDA) over hypothesis testing?

A: Data mining is a crucial process in extracting meaningful insights and patterns from large datasets.…

Q: Explain how predictive analytics works and provide an example of how it might be put into practise…

A: Encryption: Prescriptive analytics analyses data and makes recommendations to optimise business…

Q: Compare and contrast OLAP's descriptive analytics use with other analytical approaches.

A: INITIATION: Using descriptive analytics, data may be searched and summarised. Descriptive analytics…

Q: The differences and similarities between predictive analytics, prescriptive analytics, and…

A: What is Descriptive Analytics?Descriptive statistics look at statistical data to tell you what…

Q: The following should be taken into account: Consider if marketing would have been successful if…

A: In the past, companies did not have access to the same quantity of data that they do now, as it was…

Q: What is the role of Online analytical processing (OLAP) in the context of descriptive analytics

A: Here have to determine about  Online analytical processing (OLAP) in the context of descriptive…

Q: Analyze how descriptive and predictive analytics are intertwined with viewpoint analysis.

A: The below step can I explained intertwined with view analysis.

Q: Describe the predictive analytics method and offer an example of how it is applied in practise.

A: Intro Predictive analytics is the process of using using the data analytics to make the data…

Q: Describe the process of predictive analytics and provide an example of it being used in practise.

A: Predictive analytics is the process of using using the data analytics to make the data predictions.…

Q: As natural language processing (NLP) advances, how is Big Data analytics evolving to handle and gain…

A: Natural Language Processing (NLP) is a field in computer science and artificial intelligence that…

Q: Describe how predictive analytics works and offer an example of its use.

A: Analytical Prescriptions: This process may be described as one in which data is reviewed and…

Q: Give an overview of the concept of predictive analytics and give an illustration of its potential…

A: Introduction: Prescriptive analytics predicts outcomes using similar modeling frameworks and…

Q: The following should be considered: Consider if predictive analytics, such as the use of big data,…

A: Most authorities on the matter would agree, Big Data can make a great deal of new learning…

Q: hical considerations in big data analytics, especially in terms of privacy

A: In the contemporary digital landscape, big data analytics serves as a cornerstone, enabling…

Q: Estimate the outcomes of the combination of Engines 1, 2, and 3 for the three applications, wherein…

A: Givne that

Q: As the field of neuroinformatics expands, how is Big Data analytics playing a role in understanding…

A: In order to improve our understanding of the nervous system, the interdisciplinary area of…

Q: Describe the role that OLAP plays in descriptive analytics as well as the ways in which it differs…

A: The answer to the question is given below:

Q: nd contrast between predict

A: Given   A comparison and contrast between predictive analytics, prescriptive analytics, and…

Q: How are decision trees and random forests utilized in Big Data analytics for classification and…

A: In the field of Big Data analytics, decision trees, and random forests are machine learning…

Q: One day, the management decides that they want to increase the retention of their customer. Based on…

A: Answer: We have explain some point regarding the Analytics in brief explanation.

Q: Following the Learning Analytics Reference Model developed by Chatti et al., what are the many goals…

A: Learning analytics goal.

Q: Describe the role that OLAP plays in descriptive analytics as well as the ways in which it differs…

A: OLAP (Online Analytical Processing) plays an important role in descriptive analytics by allowing…

Q: Discuss the role of OLAP in the context of descriptive analytics

A: Descriptive analytics is a statistical method that is used to search and summarize historical data…

Q: Following the Learning Analytics Reference Model developed by Chatti et al., what are the many goals…

A: Introduction: Learning analytics is collecting and analyzing data on learners and their settings to…

Q: Describe the mechanism through which perspective analytics is dependent on descriptive and…

A: According to the Prescriptive analytics it deals with “what is needed making the task to be…

Q: What are the emerging trends and technologies in the field of big data analytics, such as graph…

A: Big data analytics is a rapidly evolving field that continually incorporates new technologies and…

Q: Provide a brief overview of the principles behind predictive analytics and how they could be used in…

A: Prescriptive Analytics: Data is evaluated to optimise company procedures to attain the desired…

Q: Describe the mechanism through which perspective analytics is dependent on descriptive and…

A: Step 1 The answer is given in the below step

Q: Give an overview of the principles behind predictive analytics and illustrate how the method may be…

A: Prescriptive analytics predicts outcomes using comparable modelling frameworks and simulates several…

Q: Describe the method via which descriptive and predictive analytics are reliant on viewpoint…

A: According to Prescriptive analytics, it is concerned with "what is required for the job to be…

Q: Discuss the integration of IoT with artificial intelligence (AI) and machine learning (ML) for…

A: In this question we have to understand about the integration of IoT with artificial intelligence…

Q: With the push towards explainable AI, how is Big Data analytics ensuring interpretability and…

A: There is growing interest in  AI in the changing world of intelligence and machine learning.This is…

Fundamentals of Big Data Analytics

Big data analytics is the process of using advanced analyzing techniques against huge variant data sets to uncover hidden pattern or knowledge. It helps in organization's decision making process. Big data can be organized in any of the following formats.