Free ICMA SOFQ Exam Braindumps

SOFQ Exam Discussions & Posts

mark Commented on July 26, 2025
very interesting
EUROPEAN UNION

Kannamani Ramasamy Commented on July 26, 2025
Good practice questions
Anonymous

lp Commented on July 25, 2025
good set of questions to help prep
UNITED STATES

gm Commented on July 25, 2025
Question 59 - False. In Snowflake, when a role is created, the role that is active at the time of creation is assigned ownership, not the individual user. This ownership can be transferred to another role using the GRANT OWNERSHIP command.
SINGAPORE

gm Commented on July 25, 2025
Question 48 - ? They roll up and release approximately monthly, but customers can request early release application. - While behavior changes are bundled monthly, releases themselves are weekly. Early access is available for Enterprise Edition and higher, but this applies to weekly releases, not monthly rollups. ? A customer is assigned a 30-minute window during which the system will be unavailable and upgraded. - Snowflake upgrades are seamless and do not involve downtime. Customers are not assigned maintenance windows.
SINGAPORE

gm Commented on July 25, 2025
Question 42 - Explaining why not others ? Snowflake tables are the physical instantiation of data: This is misleading because Snowflake abstracts physical storage from users. ? Clustering keys are required for optimal performance: Clustering keys are optional and used for very large tables to improve query performance, but not required. ? Snowflake tables are owned by a user: Tables are owned by roles, not individual users, as part of Snowflake's role-based access control (RBAC) model.
SINGAPORE

MK Commented on July 25, 2025
excellent website for preparing for the ms 900 exam
UNITED STATES

gm Commented on July 25, 2025
Question 37: Explaination - Here are the three correct statements about Snowflake data loading: ? VARIANT "null" values are not the same as SQL NULL values In Snowflake, the string "null" stored in a VARIANT column is treated as a string, not as a SQL NULL. This distinction is important when querying or transforming semi-structured data like JSON. ? It is recommended to validate the data before loading into the Snowflake target table Validating data helps ensure integrity, prevents errors during loading, and avoids polluting production tables with bad or malformed data. ? It is recommended to use staging tables to manage MERGE statements Staging tables allow for cleaner, more controlled data transformations and help manage complex MERGE operations efficiently. ? It is recommended to do frequent, single row DMLs This is not recommended. Snowflake is optimized for bulk operations. Frequent single-row DMLs (INSERT, UPDATE, DELETE) can be inefficient and costly.
SINGAPORE

gm Commented on July 25, 2025
True or False: A third-party tool that supports standard JDBC or ODBC but has no Snowflake-specific driver will be unable to connect to Snowflake. Answer should be False because Snowflake provides standard JDBC and ODBC drivers that allow connections from tools supporting these standards
SINGAPORE

gm Commented on July 25, 2025
Helpful questions
SINGAPORE

Ankitha Commented on July 25, 2025
Its very useful
UNITED STATES

ADB Commented on July 25, 2025
very relevant questions providing accurate answers which helps in certification preparation
INDIA

Ricardo Nelumba Commented on July 25, 2025
On question 49, answer B makes more sense because Athena requires files to be in queryable formats (e.g., CSV/JSON), not audio/text transcripts. Glacier Select has high latency (hours).
Anonymous

Nayeh Commented on July 25, 2025
Anyone passed exam recently? shade a light on questions asked from here
Anonymous

ADB Commented on July 25, 2025
this questions provides contextual insights for exam preparations
INDIA

cc Commented on July 25, 2025
nice questions
JAPAN

cuuns Commented on July 25, 2025
good questioins
JAPAN

harry Commented on July 25, 2025
great content
JAPAN

BV Commented on July 25, 2025
The answer to question 34 is incorrect. It should be: ALTER TABLE ... ADD CONSTRAINT ... PRIMARY KEY NONCLUSTERED NOT ENFORCED Fabric does not support clustered index primary keys and does not support enforcing constraints.
CANADA

Maarten Commented on July 25, 2025
Looking good
NETHERLANDS

Riya Commented on July 25, 2025
Very helpful
Anonymous

Riya Commented on July 25, 2025
Very good and helpful
Anonymous

ghostdog248 Commented on July 25, 2025
Wish you all the best
Anonymous

AL Commented on July 25, 2025
Good content
SPAIN

Abhijeet Commented on July 25, 2025
Good questions
Anonymous

Lucky Commented on July 25, 2025
I'm currently preparing for the CompTIA 220-1101 exam and finding the mix of hardware, networking, and mobile device topics both challenging and exciting. I've been using practice tests and flashcards to reinforce my learning. For those who’ve already taken the exam — any tips on which sections are most heavily tested or common pitfalls to watch out for? Would love to hear how others are preparing too!
Anonymous

Shengavit Commented on July 25, 2025
Thank you for this resource! It was very helpful and played a big role in helping me reach my goal. Great work!
ARMENIA

Shengo Commented on July 25, 2025
Very useful !
ARMENIA

Arjith Commented on July 25, 2025
Really great content. very helpful
INDIA

Aldo - Philippines Commented on July 25, 2025
Very helpful questionnaires in preparing for my exam.
UNITED STATES

BV Commented on July 24, 2025
The answer to question 36 is "Yes" (A). The current answer is wrong, as well as the explanation (not specifying the order explicitly does not invalidate the solution).
CANADA

MAGICBUNNIEZ Commented on July 24, 2025
To mitigate the risk of sensitive data exfiltration after a data classification initiative, the most effective solution among the given options is: DLP (Data Loss Prevention) Why DLP? DLP solutions are specifically designed to detect and prevent unauthorized transfers or exfiltration of sensitive data. They can monitor, classify, and block sensitive data (e.g., PII, financial records, intellectual property) from being emailed, uploaded, or copied outside the organization. DLP enforces policies based on data classification, ensuring compliance with regulations like GDPR, HIPAA, or PCI DSS. Other Options (Less Relevant for Data Exfiltration Mitigation): XDR (Extended Detection and Response) – Focuses on threat detection and response, not necessarily preventing data exfiltration directly. SPF (Sender Policy Framework) – Helps prevent email spoofing but does not stop data leaks. DMARC (Domain-based Message Authentication, Reporting & Conformance) – Improves email authentication but d
UNITED STATES

Robo Commented on July 24, 2025
have heard great things, hope i pass :)
Anonymous

Jbits Commented on July 24, 2025
Q 198. Correct Answer: B/C/F
UNITED STATES

Culo Commented on July 24, 2025
so far very helpful
EUROPEAN UNION

Daniel Isangedighi Commented on July 24, 2025
Microsoft Fabric has changed a lot of the features for Data Processing. A couple of the questions need revision.
SWITZERLAND

Don Commented on July 24, 2025
Question 134 the answer is A, since the service account need to be assigned to the vm and not configure it at the application level
MOROCCO

yves Commented on July 24, 2025
very useful I already used it for Azure Fundamentals cert
UNITED STATES

Krish Commented on July 24, 2025
Very good website to prepare for AZ-900
UNITED STATES

Nayeh Commented on July 24, 2025
Are these questions relevant in 2025 exam?
Anonymous

Onyi Commented on July 24, 2025
The dumps were simply amazing. A sure guide to Ace your exam. I did write mine on June 21 and scored 714 with only a few days of study using the dumps only.
SWITZERLAND

Cool Flamez Commented on July 24, 2025
Very useful questions and answers for ther ServiceNow Certified System Administrator Examination
Anonymous

Nona Commented on July 24, 2025
Very helpful , really appreciate your time and effort offering them for free
UNITED STATES

Fan Commented on July 24, 2025
Great content
Anonymous

Kavita Commented on July 24, 2025
answer for Q 120 is D 17 .
Anonymous

Random Commented on July 24, 2025
Answer for Question 120 is D) 17 not 17.0.
Anonymous

Mark Wee Commented on July 24, 2025
A mid-sized company uses Veeam Backup and Replication to safeguard their business-critical data from ransomware attacks. The company needs to validate backups and increase security, while improving DevOps efficiency. How can a SureBackup Job be utilized to address the company's specific needs? it should be How can a SureBackup Job be utilized to address the company's specific needs? asnwer should be this : B) Validates backup data and ensures backups are ransomware-free
MALAYSIA

Edgar Santos Commented on July 24, 2025
Question 36 , opcion b or d ?
Anonymous

Mark Wee Commented on July 24, 2025
A company has an RPO set at 4 hours and values data protection and disaster recovery. A disaster occurs on June 12, 2023 at 10:00 AM. Which restore point gives the company the best RPO? It should be: June 12, 2023, 9:30 AM <--- yes, it does mentioned need 4 hours
MALAYSIA

Ola Commented on July 23, 2025
Question 184 answer should be critical.
Anonymous

United States Commented on July 23, 2025
great questions. Hope to pass the exam.
UNITED STATES

Edgar Santos Commented on July 23, 2025
Very helpfull for my exams.
Anonymous

qq Commented on July 23, 2025
helpful comment
UNITED STATES

m Commented on July 23, 2025
valuable questions
UNITED STATES

Aryan Commented on July 23, 2025
Good website
Anonymous

ThePredFrom76 Commented on July 23, 2025
These dumps are very helpful and very rich in term of content.
FRANCE

anonymous Commented on July 23, 2025
easy to learn
CANADA

anonymous Commented on July 23, 2025
explanation are very clear
CANADA

theo Commented on July 23, 2025
questions are precisely correct
CANADA

venu Commented on July 23, 2025
very helpful
UNITED STATES

United States Commented on July 23, 2025
Handy questions, I hope exam question will be similar too.
UNITED STATES

kajal Commented on July 23, 2025
This is learning good side
UNITED STATES

imaz Commented on July 23, 2025
This site is extremely helpful, not only for the AZ-104 exam but also for understanding Azure infrastructure through various scenarios.
UNITED STATES

Irene Commented on July 23, 2025
very helpful
Anonymous