Data Warehousing Assignment
Budget: $10 – $30 USD
I need assistance with Assignment #1 for my course. This assignment involves two topics. Firstly, in the context of Data Mining and Artificial Intelligence (AI) in Healthcare, I am required to locate and summarize at least five publications on Biomedical Research, Clinical, or Healthcare Applications of AI. Each summary should be at least 150 words. Secondly, I need to discuss the potential unintended ethical consequences of AI, Data Mining, and other intelligent technologies in healthcare, providing at least 300 words with proper citation and referencing. Please ensure adherence to APA guidelines for both tasks.
Data Quality and Preprocessing:
For this section, I need to address common flaws in biomedical or healthcare data and explain why data preprocessing is crucial for data warehousing and data mining, with a minimum of 150 words, supported by appropriate references. Additionally, I have to identify a substantial dataset related to biomedical science, healthcare, or clinical problems and describe it in at least 150 words. This dataset should be suitable for multiple assignments in the course. Proper citation and referencing in APA style are essential.
Data Preprocessing and Quality Assessment:
In this part, I require assistance with creating a step-by-step process for evaluating data quality. I will need to outline the proposed process and provide a final version, adapting it as needed based on the results. I also need guidance on executing this process using software applications or online tools, with detailed explanations and adjustments. Furthermore, I must implement the process and include preliminary and final results, using visual aids where necessary. Lastly, I need to provide a careful discussion of the interpretation of the results. Proper referencing in APA format is vital for this task.
Data Quality and Preprocessing:
For this section, I need to address common flaws in biomedical or healthcare data and explain why data preprocessing is crucial for data warehousing and data mining, with a minimum of 150 words, supported by appropriate references. Additionally, I have to identify a substantial dataset related to biomedical science, healthcare, or clinical problems and describe it in at least 150 words. This dataset should be suitable for multiple assignments in the course. Proper citation and referencing in APA style are essential.
Data Preprocessing and Quality Assessment:
In this part, I require assistance with creating a step-by-step process for evaluating data quality. I will need to outline the proposed process and provide a final version, adapting it as needed based on the results. I also need guidance on executing this process using software applications or online tools, with detailed explanations and adjustments. Furthermore, I must implement the process and include preliminary and final results, using visual aids where necessary. Lastly, I need to provide a careful discussion of the interpretation of the results. Proper referencing in APA format is vital for this task.