Good morning Frederico. Many thanks again and I am still happy that I have passed. FYI for everyone else: I failed the exam two times in January, then paused until mid-Jun. Studied from mid-Jun until mid-Aug with a full time job and two small kids. My results (overall Above Target): - Domain 1: Above Target (strongest area in mocks) - Domain 2: Target (strongest area in mocks) - Domain 3: Target (strongest area in mocks) - Domain 4: Above Target (weakest area in mocks) - Domain 5: Below Target (good area in mocks) The exam was a struggle: - It took me around 100 minutes to go through all questions (I actually followed your advise to make a quick run-through and flag when in doubt) - I flagged almost 70 questions! - I used the remaining ca. 65 minutes for those questions and narrowed it down to 2 answers - I finished with 23 seconds left This was nothing like their StudyHall or mock. Lets call it that. Your approach on how to tackle questions, read them, understand the methodology, trust to follow the methodology, exam traps, plus the roles and the general algorithm knowledge was key. I saw the exam now three times. The first two times I wasnt prepared to be honest, this time I was. Still, the overall question set was completely different again and I thought AGAIN, that I was taking a different exam. A lot of PMP stuff in their also. So when some people say, it is a 2/10 or 3/10 difficulty and an easy exam, I, at least for myself can say: NO WAY! In other words: I cant tell you exactly what the magic is to prepare. That was at least my experience and how I felt in all 3 exams. For a handful of questions, there were 2 or 3 answers correct, for 1 question 2 answers were correct and the question asked for both of the answers so that was a 50:50 guess. I know that they try to scare you and try new questions (the 20 unmarked ones) to improve their question bank. I will definately give you a feedback on Udemy or here. Just let me know where and I will do it.

@Frederico Peixoto Done for both courses.

Which role is responsible to develop the structure for a model (A=Solution architect; B=Business analyst; C=Data scientist; D=Data analyst). I picked A because of the word structure, but it is wrong. Please help.

I have a question regarding exam strategy: I have seen this suggestion in your Udemy course, in a couple of YouTube videos and Reddit threads: The idea is to lets say 'rush' through all questions once, answer the ones you know for sure in record time and flag the rest where in doubt. Then do a second round with the flagged once only and submit exam. What is the strategy or idea behind that? For me: Rushing through everything stresses me and I might not read all questions and answers carefully so 1) the questions where I think I answered correctly and did not flag might be answered wrong and 2) in my last 2 exams I flagged 50-70 questions so going through them takes a lot of time. I know that I take between 40-60 seconds for each question. So I could go through them without rushing and after that tackle the flagged ones. Doesnt this make more sense or am I taking the wrong points into consideration here?

This is amazing and so helpful for me. Thank you Frederico.

Even more amazing. Thank you for all your effort Frederico! Highly appreciated.

Checkpoint 1 = Phase II. "Checks"; Checkpoint 2 = Phase III. "de-duplicated, imputed, engineered features. Also here: right before training starts: Since this is phase 4, I would also assume, that checkpoint 2 is phase 3.

@Frederico Peixoto Good morning Frederico. Thank you for claryfing.

1. CPMAI goal and date. Goal = Pass; Date: Not set 2. Your AI context. Project portfolio manager overseeing AI projects in my portfolio as well as using AI for project portfolio mangement purposes (resource optimzation, dependency management, etc.) 3. Your obstacle. Fear. Already failed two times (never failed any of my 3 PMI exams before)