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- What mental representations are evoked when contemplating the concept of electronic mail? What is the process that occurs when an email is transmitted? Please transcribe your current stream of consciousness. Is there a causal factor or agent that can be attributed to these disparities? To what extent do your models exhibit efficacy when applied to intricate datasets?explain the term ‘causal link’. What is the importance of the causal linkin work accidents? What kind of situations breaks the causal link? Explain allsituations with examples.How does data preprocessing contribute to better machine learning model performance?
- Clarify what Machine Learning is and why it's important. What role does it play in analytic CRM? Explain your argument with an example?What is decomposition? Coupling? Cohesion?What comes to mind when you consider the concept of an email? What variables determine how long it takes to send an email from one location to another? Keeping a diary can assist you in remembering crucial data. Where do their paths separate from one another? Do you know the degree of detail (or abstraction) each model possesses?
- What is the definition of decomposition? Coupling? Cohesion?What is the difference between discrimination and classification? Between characterization and clustering? Between classification and regression? For each of these pairs of tasks, how are they similar?You are required to design a word sense disambiguation (WSD) model using WordNet as the background knowledgebase. (a) What are the different features that you would leverage in your model? (b) How would you model the solution and why? Are there any pros/cons of your modeling choice?
- What does an email come to mind for you? An email's journey begins and ends in the same place. Record your findings. Why do disparities exist in the first place? Observe the variations in the level of detail (or abstraction) in the models.What do you imagine email to be like? In order to send an email, what is the process via which it travels? Make a record of your findings. In what ways and for what reasons do the two approaches differ? Assume that the level of complexity of several models varies (or abstraction).What is cohesion? What is the difference between close coupling and loose coupling?