PROFESSIONAL-DATA-ENGINEER Exam Discussions & Posts
uk
Commented on February 14, 2026
Clear explanation
UNITED KINGDOM
Dirk
Commented on February 12, 2026
Awesome questions, especially for free! There are some answers that are incorrect, and most of the answers do not have reasoning (but I usually use a search engine or some AI to find the reasoning). I have been very impressed.
UNITED STATES
Larry
Commented on February 11, 2026
Great reviews
Anonymous
Max
Commented on February 11, 2026
The question and UI are good.
Little bit worried about the other comments about the question correctness. Maybe someone can verify these comments
Anonymous
Lebohang
Commented on February 11, 2026
Hi everyone! ??
I’m currently preparing for the Salesforce Certified MuleSoft Developer I exam and feeling really motivated about the journey! ?? MuleSoft has been such a powerful platform to work with, especially around API-led connectivity, DataWeave transformations, and building robust integrations.
I’d love to connect with others who are also preparing or have recently passed the exam.
What study resources did you find most helpful?
Any tips for mastering DataWeave and error handling scenarios?
How close are the real exam questions to the practice tests?
Let’s share insights, challenges, and strategies to help each other succeed. Looking forward to learning together and celebrating some certification wins soon! ????
Anonymous
mark
Commented on February 11, 2026
keep up the good work
Anonymous
Suraj
Commented on February 11, 2026
Whoever made an effort to make this available - Thank you so much!
Anonymous
WH
Commented on February 11, 2026
Happy with this prep, really good content!
NETHERLANDS
Malai
Commented on February 11, 2026
Preparing for exam
UNITED STATES
Gary Coleman
Commented on February 10, 2026
I'm guessing these are not in the exam anymore.
UNITED STATES
PottiBoy
Commented on February 10, 2026
It has been really helpful..Hopeful to pass this one.
Anonymous
Soji
Commented on February 09, 2026
The questions are very educative
Anonymous
Soji
Commented on February 09, 2026
The questions are very relevant and brain tasking
Anonymous
Anon
Commented on February 09, 2026
Question 396 is wrong. Answer is C.
Anonymous
Anonymous User
Commented on February 09, 2026
Excellent resource
Anonymous
Soumya S
Commented on February 09, 2026
Helpful Dumps
Anonymous
Arham Izhar
Commented on February 09, 2026
Very helpful in clearing certification exam. Thanks!
INDIA
maximus
Commented on February 07, 2026
Thank you for choosing helpful questions
FRANCE
lds89
Commented on February 07, 2026
the responses are correct
Anonymous
lds89
Commented on February 07, 2026
precise responses
Anonymous
JR.
Commented on February 07, 2026
To all the folks out there.... Passed this exam this lats Friday. Almost all of these questions are in the real exam. So the dump is valid.
Also, I use ChatGPT and Gemini to generate some practice questions... just my 2 cents do not rely on them. They are way way outdated!
UNITED STATES
nse4
Commented on February 06, 2026
An administrator wants to form an HA cluster using the FGCP protocol.
Which two requirements must the administrator ensure both members fulfill? (Choose two.)
> The anwer "must have the same number of vdom" is wrong, it's not the number but the management VDOM must be the same.
The harddrive configuration must be the same in number and size to form a HA cluster.
See page 451 of the forti os 7.6 study guide
Anonymous
Satish
Commented on February 06, 2026
IM preparing for KCNA exam, can some one please provide the Dumps for the same.
INDIA
PRASHANNA
Commented on February 06, 2026
It exceeded my expectations with practice material.
Anonymous
MS
Commented on February 05, 2026
This is amazing set of practice questions. I wish I had found these before. It covers every topic and right answer are provided with explanation.
CANADA
PRASHANNA
Commented on February 05, 2026
I've tried many exam dumps pdf platforms, but free-braindumps stands out.
Anonymous
Laith
Commented on February 05, 2026
What are two elements of the Azure NetApp Files hierarchy? (Choose two.)
encryption
volume
capacity
tier
BC NOT BD
UNITED ARAB EMIRATES
Laith
Commented on February 05, 2026
A customer wants a disaster recovery solution in the cloud. The SnapMirror destination needs to be fully managed by the cloud provider.
Which service should the customer use?
Azure NetApp Files
NetApp Cloud Volumes Service
NetApp Cloud Volumes ONTAP
Amazon FSx for NetApp ONTAP
FSX not CVO
UNITED ARAB EMIRATES
Laith
Commented on February 05, 2026
What are the two node types within a Kubernetes cluster? (Choose two.)
worker
controller
backup
storage
master
AE
UNITED ARAB EMIRATES
SP
Commented on February 05, 2026
Going through question 125 of AZ-104 exam at the moment (Feb 2026). I really appreciate your efforts in helping out the students. Material is good.
UNITED STATES
Ais
Commented on February 05, 2026
Each question is explained really well providing the reference links for further study on the topic which is really great and helpful.
Anonymous
Priyanka Pillai
Commented on February 05, 2026
These questions are very much beneficial for all of us who are preparing for their Cloud Practitioner. Thank you for these question bank.
Anonymous
M S Reddy
Commented on February 04, 2026
Really Good material, Thank you .
UNITED STATES
Evans
Commented on February 04, 2026
Am having my exams next week. This is soo helpful. Thanks
EUROPEAN UNION
Evans
Commented on February 04, 2026
whats the meaning of syslog?
EUROPEAN UNION
fickson mazhokota
Commented on February 04, 2026
great staff
Anonymous
leo
Commented on February 03, 2026
i believe q60 answer order is wrong, that assign user to role must be after publish the report, so publish should be step3 and assign role be step4
Anonymous
Vijay
Commented on February 03, 2026
super content
UNITED STATES
Phil
Commented on February 02, 2026
This exam was just updated today. All new questions are from the exam.
Anonymous
Vijay
Commented on February 02, 2026
very helpful
INDIA
Abayesh
Commented on February 02, 2026
This is a good prep as most of the dumps in examprep websites are now blocked for payment
Anonymous
Biswanath Sahoo
Commented on February 01, 2026
Good for exam. Moreover this is free upto 33 pages. Thanks.
EUROPEAN UNION
biswanath sahoo
Commented on February 01, 2026
thanks for your support and excellent work.
EUROPEAN UNION
usha
Commented on February 01, 2026
good way to understand
UNITED STATES
asasha78
Commented on January 31, 2026
URL reference to AWS documentation needs to be added for Question 185:
fine-tuning: AWS fine-tuning refers to customizing pre-trained foundation models (FMs) using specific, often private, datasets on services like Amazon Bedrock and Amazon SageMaker AI.
continued pre-training CPT: https://docs.aws.amazon.com/nova/latest/userguide/customize-fine-tune-hyperpod-cpt.html
UNITED STATES
rurouni
Commented on January 31, 2026
QUESTION: 67
We have a store selling shoes. What dataset is a great candidate to be modeled as a KTable in Kafka Streams?
Correct answer: Inventory contents right now
Anonymous
rurouni
Commented on January 31, 2026
QUESTION: 57
A producer is sending messages with null key to a topic with 6 partitions using the DefaultPartitioner.
Where will the messages be stored?
Correct answer: Any of the topic partitions
Anonymous
Anonymous
Commented on January 31, 2026
Passed SY0-701 yesterday. Thanks so much to the team who put these together. Do 300 of these and you will pass
UNITED STATES
Rakesh
Commented on January 31, 2026
Post exam I will add my review.
Anonymous
ali
Commented on January 31, 2026
pls update the dumps questions
PAKISTAN