Data Visualization Perspectives / Data Preprocessing in ML / Data Transformation / Analytical Thinking/ Critical Thinking

  

Question 1) Data Preprocessing in Machine Learning

Summarize data processing using machine learning in your own words. Include at least three resources cited in APA format. Your summary should be at least 800  words. 

Include References

Question 2) Analytical Thinking/Critical Thinking/Data Transformation

Create an annotated bibliography in APA format for each research paper you find on the topics of 

Analytical thinking, 

Critical thinking, and 

Data transformation 

(at least 300 words per topic).

Include References

Question 3) Data Visualization Perspectives.

Data visualization perspectives. Create an annotated bibliography in APA format of each research paper you find on the four data visualization perspectives 

Data-centric view

Task-centric view

Domain-centric view

Information theoretic view

(at least 300 words per perspective).

Include References