Reflection of feeling, active listening, and encouragers are all counseling skills. 

Group counseling and individual counseling are effective treatment methods. 

Counselors are allowed to accept large gifts, such as a $100 gift card, from clients as a token of appreciation. 

School Counselors may have additional duties such as test coordination, parent consultation, and referrals. 

Psychoanalysis is a short term treatment process. 

LDA requires labeled training data where each document is already categorized into predefined topics. ✅ False Explanation:LDA is an unsupervised learning method, meaning it does not require labeled data. Instead of assigning documents to predefined categories, it discovers hidden topics in the text by identifying word co-occurrence patterns.

Answer one of the following two questions about Marie de France’s lais: 10. The editors of our textbook write the following: “Romances classically have a tripartite structure: integration (or implied integration), disintegration, and reintegration. They begin in, or at least imply, a protected, civilized state of some integrated social unit (for example, the family). That state is disrupted, expelling a member of the unit–the hero or heroine of the story, who is usually young–into a wild place. Undergoing the tests of that wild place is required for return to the integrated, civilized state of familial or social unity. Successfully undergoing tests in the wild often results in marriage, in which case the return to home and family is also a return to an enlarged home and family” (p. 142). Discuss this tripartite structure in relation to one or more of the stories we read by Marie de France.  12. Select one of the following topics and discuss it in relation to “Bisclavret”: spousal betrayal court/human/civilized vs. forest/animal/wild noseless female offspring allegory of homosexuality cruelty and justice Show your ability to interpret literature.

Gallium-arsenide lasers can be used to treat tendinopathies and osteoarthritis. 

A video game company wants to analyze customer reviews to identify emerging concerns about a new product. They are unsure what the key themes in the reviews are and want to uncover them. Which text mining technique should they use?

An e-mail provider is using machine learning to classify incoming emails as “urgent” or “not urgent” based on a dataset of previously labeled (or categorized) emails. Which of the following best describes this approach?