TensorFlow PDF Guide: Machine Learning Fundamentals & API Reference, Exams of Machine Learning

A comprehensive guide to TensorFlow. This PDF covers core concepts, neural network building, and practical code examples for deep learning and AI development.

Typology: Exams

2025/2026

Available from 12/03/2025

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Download TensorFlow PDF Guide: Machine Learning Fundamentals & API Reference and more Exams Machine Learning in PDF only on Docsity!

1|Page TF-CBT CERT Exam Newest 2025/2026 Complete All Questions And Correct Detailed Answers (Verified Answers) |Already Graded A+||Brand New Version! 1. How often should TF-CBT treatment sessions be conducted? a) At least 1 session per month b) Once a week or more frequently c) Never less than 1 session every 2 weeks d) Once a week with the child and once every two weeks with the parent/caregiver e) Two sessions per week -.. ANSWER Ww wWCorrect answer: b) Once a week or more frequently 2. What is the typical length of a full course of TF-CBT? a) 6-12 sessions b) 8-50 sessions c) 12-25 sessions d) 18-40 sessions e) 25-30 sessions -.. ANSWER Ww W Correct answer: C) 12-25 sessions 3. For what age range of children has TF-CBT been found to be effective? a) 10-18 years b) 7-17 years c) 5-12 years d) 3-10 years e) 3-18 years-.. ANSWER WwW W Correct answer: e) 3-18 years 2|Page 4. Which of the following statements is NOT true for TF- CBT? a) All children who have experienced at least one potentially traumatic event are good candidates for TF- CBT b) Supportive parents/caregivers participate in all sessions of TF-CBT c) Emphasizing self-efficacy is a key principle of TF-CBT d) Gradual Exposure is part of every component and every session of TF-CBT e) Constructing and processing the trauma narrative should take one-third of the total treatment sessions -.. ANSWER yw Correct answer: a) All children who have experienced at least one potentially traumatic event are good candidates for TF-CBT 5. Lila is a 10-year-old girl referred to you by a school counselor due to misbehavior in school and decreased academic performance that both have become serious problems over the past 3 months. Your trauma assessment revealed that she had been in a serious car crash about three years ago, suffering some minor physical injuries. Neither she nor her parents report any other traumatic events. Her mother reported no difficulties related to the car crash and Lila's score on a standardized measure of PTSD symptoms was in the low normal range. Is Lila a good treatment candidate for TF-CBT and why? a) Yes, she probably is avoiding all thoughts and feelings related to the car crash, and treatment is needed. b) No, she does not have clinically significant trauma-related problems that require trauma-focused treatment. c) Yes, all children who 4|Page ANSWER ¥ W Correct answer: e) Child has significant academic problems and is failing 8. What treatment elements should be included in every session of TF-CBT? a) Parenting Skills and Gradual Exposure b) Psychoeducation and Cognitive Coping c) Affective Identification and Regulation and Cognitive Coping d) Parenting and Enhancing Safety e) Gradual Exposure and Cognitive Coping -.. ANSWER Y v Correct answer: a) Parenting Skills and Gradual Exposure 9. Which TF-CBT treatment components make up the Integration/Consolidation Phase of treatment? a) Psychoeducation, Gradual Exposure, Cognitive Coping and Parenting b) Parenting, Affective Identification and Regulation, Trauma Narrative, and Enhancing Future Safety and Development c) In Vivo Mastery, Conjoint Sessions, and Enhancing Future Safety and Development d) Cognitive Coping, Affective Integration and Regulation, Trauma Narrative, In Vivo Mastery e) Trauma Narrative, In Vivo Mastery, Conjoint Sessions, and Enhancing Future Safety and Development -.. ANSWER w W Correct answer: c) In Vivo Mastery, Conjoint Sessions, and Enhancing Future Safety and Development 5|Page 10. Samuel is a 14-year-old boy with a cognitive disability who functions at about the level of a 5 year old. He was referred to you by a child welfare worker after a report of physical abuse by his mother. Your trauma assessment found that Samuel had a long history of signifi. physical abuse by both his parents. Samuel reported that when his parents beat him, it was his fault bc he did something wrong, & that he usually deserved the punishment. He often felt guilty about causing his parents to hit him and ashamed of himself for being bad. A stand. measure of PTSD symptoms completed by his current caregiver, an aunt, was in the high normal range. Is he a good treatment candidate for TF-CBT and why? a) No, since he has a cognitive disability, TF-CBT is not a good treatment for him. b) Yes, his problems with guilt, self-blame, and shame are clinically significant trauma related problems that can be treated with TF-CBT -.. ANSWER yw Correct answer: b) Yes, Samuel's problems with guilt, self-blame, and shame are clinically significant trauma related problems that can be treated with TF-CBT. 11. What are the two components of treatment fidelity? a) Training and Competence b) Adherence and Competence c) Training and Adherence d) Evidence and Competence e) Evidence and Training -.. ANSWER Ww wWCorrect answer: b) Adherence and Competence 7|Page 15. Which statement reflects an element of psychoeducation pertaining to physical abuse? a) Physically abused children are unlikely to be exposed to other types of trauma b) Physical abuse is the most commonly reported type of child maltreatment in the US c) Physical abuse and punishment are not the same thing d) Parents who physically abuse their children typically have mental disorders -.. ANSWER Ww Ww Correct answer: c) Physical abuse and punishment are not the same thing 16. Which statement below is the most accurate regarding how to choose therapeutic activities within the Psychoeducation module? a) Psychoeducation must be delivered by using games and fun activities b) Conjoint activities including both caregivers and kids are discouraged in this module c) You should avoid play activities during Psychoeducation so the child does not establish expectation that TF-CBT is "play time” or fun d) Therapeutic activities will vary across cases, depending in part on the developmental age of the child - .. ANSWER vY Correct answer: d) Therapeutic activities will vary across cases, depending in part on the developmental age of the child 17. Dr. Johnson is seeing Alaina, a 9 year-old child sexual abuse victim, for TF-CBT. They are in the process of 8| Page creating Alaina's trauma narrative, and she is providing very little information about what happened to her during and after the trauma. Dr. Johnson is not sure whether Alaina's difficulties represent trauma-related avoidance or simply a deficit in the ability to tell a story with a high level of detail. Which technique could Dr. Johnson have used during the Psychoeducation phase of treatment to give her a clearer understanding of Alaina's abilities? a) a test of verbal fluency b) gradual exposure c) more education about the consequences of sexual abuse d) a baseline/neutral narrative task -.. ANSWER W v Correct answer: d) a baseline/neutral narrative task 18. Mrs. Sands is bringing her daughter Tonette in for TF- CBT treatment of symptoms related to witnessing community violence. Mrs. Sands was expecting to drop Tonette off for her session each week, run errands, and then come back to the office to pick her up. Mrs. Sands is a little bit surprised to find out that the therapist expects to meet with her for part of the session each week. Which of the following messages should the therapist be sure to communicate to Mrs. Sands about TF-CBT? a) TF-CBT is flexible enough to be adapted so that Mrs. Sands does not need to participate b) Providing Tonette with treatment is vitally important to prevent significant symptoms later in her life c) The TF-CBT treatment model emphasizes the importance of working as a team with caregivers d) Tonette is at very high risk of future victimization without 10|Page 21. Which of the following strategies is a recommended first-step strategy for responding to a young child when the child disrespectfully makes angry or defiant verbalizations directed at the parent? a) Active ignoring b) Time out c) Taking away a toy or television d) Give them a new chore for the day-.. ANSWER W W Correct answer: a) Active ignoring 22. The primary goal of time out is to: a) Punish the undesirable behavior by depriving the child of attention b) Require the child to sit and think about what they did wrong c) Give the parent and child time to cool down after the child misbehaves d) Teach the child how their behavior was inappropriate -.. ANSWER YW Correct answer: a) Punish the undesirable behavior by depriving the child of attention 23. Mr. Gaboury is bringing his 12-year-old grandson in for TF-CBT following a physical assault at school. Mr. Gaboury is very focused on the behavior problems his grandson is experiencing. During an early parent session, he says that his grandson "has become a budding juvenile delinquent! I know that he has some nightmares and things, but until he stops being so aggressive I don't think any kind of therapy will be helpful." What important parenting message should the therapist convey to Mr. Gaboury? a) All kids have some behavior issues, and his 11|Page grandson's will resolve in time. b) Behavior problems in many cases are the product of trauma symptoms, not a separate issue c) Acceptance of misbehavior is an important step for caregivers, who can't expect traumatized children to accept rules or limits d) It is critical that Mr. Gaboury work on his own anger issues before he can help his grandson -.. ANSWER ¥ Correct answer: b) Behavior problems in many cases are the product of trauma symptoms, not a separate issue 24. Which of the following is a good example of using "differential attention" in parenting? a) Strongly enforcing a consequence when a child engages in serious misbehavior but letting it slide when the child exhibits less significant problem behavior. b) Using praise for both inappropriate child behavior and positive behavior c) Explaining the reasons for punishment to a child who is in time-out d) Creating a list of positive behaviors and rewards for them, and keeping it in a visible place at home (e.g., on the refrigerator door) e) Ignoring some undesired behaviors and using specific praise for desired behaviors instead -.. ANSWER WY W Correct answer: e) Ignoring some undesired behaviors and using specific praise for desired behaviors instead 25. The best time to begin practicing controlled breathing with children is: a) When they are calm b) When they are 13|Page like reading can be used as relaxation tools. d) Older children should be taught full body relaxation methods, as opposed to methods emphasizing separate muscle groups. -.. ANSWER Ww wW Correct answer: c) Mindfulness exercises and everyday activities like reading can be used as relaxation tools. 29. James is a 14 year old who witnessed his best friend get shot and killed. He reports a lot of problems sleeping, feels anxious ‘all the time,’ and can't concentrate on his schoolwork. Which of the following would be an appropriate relaxation strategy? a) Listening to his favorite playlist on high volume b) Going for a run c) Hanging out with friends d) Meditation e) Lifting weights in a slow, controlled fashion -.. ANSWER w w Correct answer: d) Meditation 30. What is the primary goal of teaching relaxation strategies to TF-CBT clients? a) To help the child feel calm b) To reduce the child's anxiety c) To help the child manage their physical symptoms of fear and anxiety d) To help improve concentration problems at school. e) To distract the child from PTSD symptoms disrupt their activities -.. ANSWER w Ww Correct answer: c) To help the child manage their physical symptoms of fear and anxiety 14|Page 31. Which of these techniques involve teaching children how to recognize emotions, describe bodily reactions that are part of these emotions, and act out emotions in session? a) Subjective units of emotion b) Feelings identification c) The emotions thermometer d) Feelings expression -.. ANSWER Ww W Correct answer: b) Feelings identification 32. When parents have an excessive level of distress about their child's abuse (e.g., can't stop crying when talking about it), a good first step is to: a) Refer the parent for their own individual treatment b) Allow the child to observe and understand the parent's distress so that they can see how much the parent cares about them c) Encourage the parent to discuss their feelings with you and try to address them in parent sessions d) Use joint parent-child sessions to work through the affective expression module with the child and parent together - . . ANSWER WY wW Correct answer: c) Encourage the parent to discuss their feelings with you and try to address them in parent sessions 33. Which of the following is Affective Identification and Expression NOT designed to teach children? a) The difference between types of feelings b) How to recognize different degrees of intensity of emotions c) The difference between thoughts and feelings d) How to emotionally 16|Page all situations e) Encourage Jessica's caregiver to place her in time-out when she experiences anger, so that she can practice her coping strategies in a safe environment - . . ANSWER ¥Y wW Correct answer: c) Help Jessica develop a handful of strategies for self-soothing that are situationally appropriate 36. Felix is a 15-year-old, Spanish-English bilingual young man. He learned English when he was 11 years old. He is receiving TF-CBT for physical abuse that happened when he was 4 and living in El Salvador. Which statement is most accurate about how to work with Felix in the Affective Identification and Regulation module? a) The therapist should ask Felix to list trauma-related emotion words in both English and Spanish. b) It will be very difficult for a therapist who is not bilingual to provide appropriate services to Felix. c) Since Felix is bilingual, there is no real reason to modify the typical activities of this module. d) Use non-verbal methods of affect expression to convey emotions, like dance or doll play. e) Encourage caregiver involvement in sessions to help provide context for Felix's difficulties in verbal emotion expression. -.. ANSWER WwW W Correct answer: a) The therapist should ask Felix to list trauma-related emotion words in both English and Spanish. 17|Page 37. Cognitive coping techniques do NOT involve direct discussion of: a) Inaccurate thoughts b) Unrealistic thoughts c) Accurate thoughts that are unhelpful d) Emotional reactions to the abuse -.. ANSWER YW ¥ Correct answer: d) Emotional reactions to the abuse 38. When teaching cognitive coping to a school-aged child, it is best to use examples taken from: a) Television or movies b) The child's life experiences c) Cartoons or fictitious characters d) The therapist's own childhood experiences -.. ANSWER YW wW Correct answer: b) The child's life experiences 39. The cognitive triangle is designed to teach children that: a) False, unrealistic, and unhelpful cognitions can be changed b) False, unrealistic, and unhelpful cognitions are related to one another c) Behavior, feelings, and cognitions are related to one another d) Mothers, fathers, and children all affect one another in the way that they think - . . ANSWER Ww wW Correct answer: c) Behavior, feelings, and cognitions are related to one another 40. Cognitive coping tries to decrease problem thoughts by: a) Using thought stopping techniques to distract the child away from them b) Identifying, challenging, and replacing them c) Having the child engage in positive 19|Page Cognitive Coping component to address her thoughts about her mother. e) The therapist should focus on modifying Samantha's pattern of emotional reasoning. - . . ANSWER ¥W wW Correct answer: b) These thoughts may be accurate but they are unhelpful and should be addressed directly. 43. Which of the following describes the suggested order for effectively obtaining information from a child when developing a trauma narrative? a) Listen, Repeat, Challenge, Reflect b) Wait, Ask, Write Down, Read Back c) Ask, Listen, Repeat, Write Down d) Ask, Reflect, Challenge, Write -.. ANSWER w wW Correct answer: c) Ask, Listen, Repeat, Write Down. 44. When creating the trauma narrative with the child, the clinician should: a) Be listening for examples of distorted, unhelpful thoughts in the child's account of what happened b) Consistently remain quiet to allow the child to process the information on his/her own c) Focus on the child's feelings without talking about specific aspects of the trauma d) Help the child fill in memory gaps by suggesting logical explanations and links between events that the child may be repressing -.. ANSWER Ww WCorrect answer: a) Be listening for examples of distorted, unhelpful thoughts in the child's account of what happened 20|Page 45. Which statement about developmental expectations for the creation of the trauma narrative is correct? a) Because specific, detailed information is essential for gradual exposure to work, the level of detail provided in the description of traumatic events should be basically the same for all ages. b) Therapists should encourage older clients to make more use of trauma narratives that are in the format of a book (as opposed to a poem, song, or other medium). c) The ability to create detailed narratives can vary considerably across school-aged kids. d) Because younger children are more familiar with "make believe" stories, therapists can incorporate imaginary characters and events into trauma narratives among this group. -. . ANSWER YW W Correct answer: c) The ability to create detailed narratives can vary considerably across school- aged kids. 46. When a child has more than one type of traumatic event (e.g., sexual abuse and physical abuse), to avoid overwhelming the child it is recommended to do the trauma narrative on only one of these events. a) TRUE b) FALSE -.. ANSWER W W Correct answer: b) FALSE 47. Which of the following is NOT a therapeutic purpose of creating a Trauma Narrative? a) Helping to minimize intrusive and upsetting trauma-related imagery b) Helping