Pick a topic of your interest and identify methods that  data can be generated, presented and analyzed

Think of a topic you would like to research. a) why is this topic important? b) what time of data will you collect? c) what kind of analyses do you intend to conduct? Descriptive or Inferential? d) what kind of sampling technique would you use and why? e) what kind of data collection tools would you adopt and why?

1. List and explain the methods of Data collection.2. Data collection can be done via questionnaire online. Explain.3. How can you write problem statement?4. Explain APA 7 reference style5. List any five plagiarism softwares and explain their importance.6. Write on how to conduct conceptual, theoretical and empirical literature review7. How can you present your data for research and make analysis?8. Write a brief proposal of a research project of your interest.

My topics of interest span several fields including machine learning, data analytics, databases and statistics. My current research interests are sequence models for text and time-series, domain adaptation, effective human intervention in learning, graphical models and structured learning.

Which of the following must be accomplished first when conducting a research study?a.Develop question or problemb.Analyze datac.Review the existing literatured.Collect Data

Discuss various methods of data collection and their appropriateness in different research contexts.