Test Prep CFA® Level III Chartered Financial Analyst CFA® Level 3 Dumps in PDF

Free Test Prep CFA® Level 3 Real Questions (page: 36)

Harold Chang, CFA, has been the lead portfolio manager for the Woodlock Management Group (WMG) for the last five years. WMG runs several equity and fixed income portfolios, all of which are authorized to use derivatives as long as such positions are consistent with the portfolio's strategy. The WMG Equity Opportunities Fund takes advantage of long and short profit opportunities in equity securities. The fund's positions are often a relatively large percentage of the issuer's outstanding shares and fund trades frequently move securities prices. Chang runs the Equity Opportunities Fund and is concerned that his performance for the last three quarters has put his position as lead manager in jeopardy. Over the last three quarters, Chang has been underperforming his benchmark by an increasing margin and is determined to reduce the degree of underperformance before the end of the next quarter. Accordingly, Chang makes the following transactions for the fund:
Transaction 1: Chang discovers that the implied volatility of call options on GreenCo is too high. As a result, Chang shorts a large position in the stock options while simultaneously taking a long position in GreenCo stock, using the funds from the short position to partially pay for the long stock. The GreenCo purchase caused the share price to move up slightly. After several months, the GreenCo stock position has accumulated a large unrealized gain. Chang sells a portion of the GreenCo position to rebalance the portfolio.
Richard Stirr, CFA, who is also a portfolio manager for WMG, runs the firm's Fixed Income Fund. Stirr is known for his ability to generate excess returns above his benchmark, even in declining markets. Stirr is convinced that even though he has only been with WMG for two and a half years, he will be named lead portfolio manager if he can keep his performance figures strong through the next quarter. To achieve this positive performance, Stirr enters into the following transactions for the fund:
Transaction 2: Stirr decides to take a short forward position on the senior bonds of ONB Corporation, which Stirr currently owns in his Fixed Income Fund. Stirr made his decision after overhearing two of his firm's investment bankers discussing an unannounced bond offering for ONB that will subordinate all of its outstanding debt. As expected, the price of the ONB bonds falls when the upcoming offering is announced. Stirr delivers the bonds to settle the forward contract, preventing large losses for his investors.
Transaction 3: Sitrr has noticed that in a foreign bond market, participants are slow to react to new information relevant to the value of their country's sovereign debt securities. Stirr, along with other investors, knows that an announcement from his firm regarding the sovereign bonds will be made the following day. Stirr doesn't know for sure, but expects the news to be positive, and prepares to enter a purchase order. When the positive news is released, Stirr is the first to act, making a large purchase before other investors and selling the position after other market participants react and move the sovereign bond price higher.
Because of their experience with derivatives instruments, Chang and Stirr are asked to provide investment advice for Cherry Creek, LLC, a commodities trading advisor. Cherry Creek uses managed futures strategies that incorporate long and short positions in commodity futures to generate returns uncorrelated with securities markets. The firm has asked Chang and Stirr to help extend their reach to include equity and fixed income derivatives strategies. Chang has been investing with Cherry Creek since its inception and has accepted increased shares in his Cherry Creek account as compensation for his advice. Chang has not disclosed his arrangement with Cherry Creek since he meets with the firm only during his personal time. Stirr declines any formal compensation but instead requests that Cherry Creek refer their clients requesting traditional investment services to WMG. Cherry Creek agrees to the arrangement.
Three months have passed since the transactions made by Chang and Stirr occurred. Both managers met their performance goals and are preparing to present their results to clients via an electronic newsletter published every quarter. The managers want to ensure their newsletters are in compliance with CFA Institute Standards of Professional Conduct. Chang states, "in order to comply with the Standards, we are required to disclose the process used to analyze and select portfolio holdings, the method used to construct our portfolios, and any changes that have been made to the overall investment process. In addition, we must include in the newsletter all factors used to make each portfolio decision over the last quarter and an assessment of the portfolio's risks." Stirr responds by claiming, "we must also clearly indicate that projections included in our report are not factual evidence but rather conjecture based on our own statistical analysis. However, I believe we can reduce the amount of information included in the report from what you have suggested and instead issue more of a summary report as long as we maintain a full report in our internal records."

Determine whether Chang has violated any CFA Institute Standards of Professional Conduct with respect to Transaction 1.

  1. This is a violation of CFA Institute Standards due to use of the funds from the short position being used to partially pay for the long position.
  2. This is a violation of CFA Institute Standards since the immediate upward movement in GreenCo stock price was a result of the transaction artificially manipulating the market.
  3. No violation of CFA Institute Standards has occurred.

Answer(s): C

Explanation:

Standard II(B) Market Manipulation. Transaction 1 is simply an attempt to exploit a market mispricing through a legitimate arbitrage strategy. Transaction 1 does not violate Standard II(B). (Study Session 1, LOS 2.a)



Harold Chang, CFA, has been the lead portfolio manager for the Woodlock Management Group (WMG) for the last five years. WMG runs several equity and fixed income portfolios, all of which are authorized to use derivatives as long as such positions are consistent with the portfolio's strategy. The WMG Equity Opportunities Fund takes advantage of long and short profit opportunities in equity securities. The fund's positions are often a relatively large percentage of the issuer's outstanding shares and fund trades frequently move securities prices. Chang runs the Equity Opportunities Fund and is concerned that his performance for the last three quarters has put his position as lead manager in jeopardy. Over the last three quarters, Chang has been underperforming his benchmark by an increasing margin and is determined to reduce the degree of underperformance before the end of the next quarter. Accordingly, Chang makes the following transactions for the fund:
Transaction 1: Chang discovers that the implied volatility of call options on GreenCo is too high. As a result, Chang shorts a large position in the stock options while simultaneously taking a long position in GreenCo stock, using the funds from the short position to partially pay for the long stock. The GreenCo purchase caused the share price to move up slightly. After several months, the GreenCo stock position has accumulated a large unrealized gain. Chang sells a portion of the GreenCo position to rebalance the portfolio.
Richard Stirr, CFA, who is also a portfolio manager for WMG, runs the firm's Fixed Income Fund. Stirr is known for his ability to generate excess returns above his benchmark, even in declining markets. Stirr is convinced that even though he has only been with WMG for two and a half years, he will be named lead portfolio manager if he can keep his performance figures strong through the next quarter. To achieve this positive performance, Stirr enters into the following transactions for the fund:
Transaction 2: Stirr decides to take a short forward position on the senior bonds of ONB Corporation, which Stirr currently owns in his Fixed Income Fund. Stirr made his decision after overhearing two of his firm's investment bankers discussing an unannounced bond offering for ONB that will subordinate all of its outstanding debt. As expected, the price of the ONB bonds falls when the upcoming offering is announced. Stirr delivers the bonds to settle the forward contract, preventing large losses for his investors.

Transaction 3: Sitrr has noticed that in a foreign bond market, participants are slow to react to new information relevant to the value of their country's sovereign debt securities. Stirr, along with other investors, knows that an announcement from his firm regarding the sovereign bonds will be made the following day. Stirr doesn't know for sure, but expects the news to be positive, and prepares to enter a purchase order. When the positive news is released, Stirr is the first to act, making a large purchase before other investors and selling the position after other market participants react and move the sovereign bond price higher.
Because of their experience with derivatives instruments, Chang and Stirr are asked to provide investment advice for Cherry Creek, LLC, a commodities trading advisor. Cherry Creek uses managed futures strategies that incorporate long and short positions in commodity futures to generate returns uncorrelated with securities markets. The firm has asked Chang and Stirr to help extend their reach to include equity and fixed income derivatives strategies. Chang has been investing with Cherry Creek since its inception and has accepted increased shares in his Cherry Creek account as compensation for his advice. Chang has not disclosed his arrangement with Cherry Creek since he meets with the firm only during his personal time. Stirr declines any formal compensation but instead requests that Cherry Creek refer their clients requesting traditional investment services to WMG. Cherry Creek agrees to the arrangement.
Three months have passed since the transactions made by Chang and Stirr occurred. Both managers met their performance goals and are preparing to present their results to clients via an electronic newsletter published every quarter. The managers want to ensure their newsletters are in compliance with CFA Institute Standards of Professional Conduct. Chang states, "in order to comply with the Standards, we are required to disclose the process used to analyze and select portfolio holdings, the method used to construct our portfolios, and any changes that have been made to the overall investment process. In addition, we must include in the newsletter all factors used to make each portfolio decision over the last quarter and an assessment of the portfolio's risks." Stirr responds by claiming, "we must also clearly indicate that projections included in our report are not factual evidence but rather conjecture based on our own statistical analysis. However, I believe we can reduce the amount of information included in the report from what you have suggested and instead issue more of a summary report as long as we maintain a full report in our internal records."

Determine whether Stirr has violated any CFA Institute Standards of Professional Conduct with respect to Transaction 2 and Transaction 3.

  1. Both Transactions 2 and 3 violate CFA Institute Standards.
  2. Neither transaction is a violation of CFA Institute Standards.
  3. Transaction 2 is a violation of CFA Institute, while Transaction 3 is not.

Answer(s): C

Explanation:

Standard 11(A) Material Nonpublic Information. Stirr violated Standard 11(A) by using material nonpublic information in his decision to take a short forward position on the ONB Corporation bonds (Transaction 2). Stirr would have known about any publicly announced plans by ONB to offer more debt since the company's bonds were already a holding in the Fixed Income Fund at the time of the forward transaction. Stirr obviously knew that the unannounced bond offering by ONB would affect the price of the firm's existing bonds since he acted on the information shortly after overhearing the conversation between the investment bankers. Standard 11(A) prohibits such trades. It does not matter that the trade utilized a derivative security rather than the actual underlying security or that the trade prevented losses for his investors. Stirr should have waited for the information to become public before making any trades on ONB securities. Transaction 3 is not in violation of the Standards. Transaction 3 reflects a trading advantage that Stirr has discovered. He is not using material nonpublic information to complete the trade. Rather, he is simply processing news and information faster than other market participants to make profitable trades. Transaction 3 also is not intended to manipulate marker prices or information and is Therefore a legitimate trade. (Study Session 1, LOS 2.a)



Harold Chang, CFA, has been the lead portfolio manager for the Woodlock Management Group (WMG) for the last five years. WMG runs several equity and fixed income portfolios, all of which are authorized to use derivatives as long as such positions are consistent with the portfolio's strategy. The WMG Equity Opportunities Fund takes advantage of long and short profit opportunities in equity securities. The fund's positions are often a relatively large percentage of the issuer's outstanding shares and fund trades frequently move securities prices. Chang runs the Equity Opportunities Fund and is concerned that his performance for the last three quarters has put his position as lead manager in jeopardy. Over the last three quarters, Chang has been underperforming his benchmark by an increasing margin and is determined to reduce the degree of underperformance before the end of the next quarter. Accordingly, Chang makes the following transactions for the fund:
Transaction 1: Chang discovers that the implied volatility of call options on GreenCo is too high. As a result, Chang shorts a large position in the stock options while simultaneously taking a long position in GreenCo stock, using the funds from the short position to partially pay for the long stock. The GreenCo purchase caused the share price to move up slightly. After several months, the GreenCo stock position has accumulated a large unrealized gain. Chang sells a portion of the GreenCo position to rebalance the portfolio.
Richard Stirr, CFA, who is also a portfolio manager for WMG, runs the firm's Fixed Income Fund. Stirr is known for his ability to generate excess returns above his benchmark, even in declining markets. Stirr is convinced that even though he has only been with WMG for two and a half years, he will be named lead portfolio manager if he can keep his performance figures strong through the next quarter. To achieve this positive performance, Stirr enters into the following transactions for the fund:
Transaction 2: Stirr decides to take a short forward position on the senior bonds of ONB Corporation, which Stirr currently owns in his Fixed Income Fund. Stirr made his decision after overhearing two of his firm's investment bankers discussing an unannounced bond offering for ONB that will subordinate all of its outstanding debt. As expected, the price of the ONB bonds falls when the upcoming offering is announced. Stirr delivers the bonds to settle the forward contract, preventing large losses for his investors.
Transaction 3: Sitrr has noticed that in a foreign bond market, participants are slow to react to new information relevant to the value of their country's sovereign debt securities. Stirr, along with other investors, knows that an announcement from his firm regarding the sovereign bonds will be made the following day. Stirr doesn't know for sure, but expects the news to be positive, and prepares to enter a purchase order. When the positive news is released, Stirr is the first to act, making a large purchase before other investors and selling the position after other market participants react and move the sovereign bond price higher.
Because of their experience with derivatives instruments, Chang and Stirr are asked to provide investment advice for Cherry Creek, LLC, a commodities trading advisor. Cherry Creek uses managed futures strategies that incorporate long and short positions in commodity futures to generate returns uncorrelated with securities markets. The firm has asked Chang and Stirr to help extend their reach to include equity and fixed income derivatives strategies. Chang has been investing with Cherry Creek since its inception and has accepted increased shares in his Cherry Creek account as compensation for his advice. Chang has not disclosed his arrangement with Cherry Creek since he meets with the firm only during his personal time. Stirr declines any formal compensation but instead requests that Cherry Creek refer their clients requesting traditional investment services to WMG. Cherry Creek agrees to the arrangement.
Three months have passed since the transactions made by Chang and Stirr occurred. Both managers met their performance goals and are preparing to present their results to clients via an electronic newsletter published every quarter. The managers want to ensure their newsletters are in compliance with CFA Institute Standards of Professional Conduct. Chang states, "in order to comply with the Standards, we are required to disclose the process used to analyze and select portfolio holdings, the method used to construct our portfolios, and any changes that have been made to the overall investment process. In addition, we must include in the newsletter all factors used to make each portfolio decision over the last quarter and an assessment of the portfolio's risks." Stirr responds by claiming, "we must also clearly indicate that projections included in our report are not factual evidence but rather conjecture based on our own statistical analysis. However, I believe we can reduce the amount of information included in the report from what you have suggested and instead issue more of a summary report as long as we maintain a full report in our internal records."
According to CFA Institute Standards of Professional Conduct, which of the following statements regarding Chang's arrangement with Cherry Creek, LLC is most accurate*! Chang's arrangement:

  1. does not violate any Standards.
  2. violates the Standards because he has not obtained written consent from WMG to enter into the agreement.
  3. violates the Standards because he has misrepresented his ability to provide professional advice to Cherry Creek.

Answer(s): B

Explanation:

Standard IV(B) Additional Compensation Arrangements. According to the Standard, Chang must obtain written consent from all parties involved before agreeing to accept additional compensation that could be reasonably expected to create a conflict of interest with his employer. Chang's arrangement with Cherry Creek involves providing investment advice in exchange for additional shares to be added to his account with Cherry Creek.
Such compensation could affect Chang’s loyalty to WMG or affect his independence and objectivity. Therefore, Chang must obtain written consent from WMG before accepting the arrangement with Cherry Creek. (Study Session 1, LOS 2.a)



Harold Chang, CFA, has been the lead portfolio manager for the Woodlock Management Group (WMG) for the last five years. WMG runs several equity and fixed income portfolios, all of which are authorized to use derivatives as long as such positions are consistent with the portfolio's strategy. The WMG Equity Opportunities Fund takes advantage of long and short profit opportunities in equity securities. The fund's positions are often a relatively large percentage of the issuer's outstanding shares and fund trades frequently move securities prices. Chang runs the Equity Opportunities Fund and is concerned that his performance for the last three quarters has put his position as lead manager in jeopardy. Over the last three quarters, Chang has been underperforming his benchmark by an increasing margin and is determined to reduce the degree of underperformance before the end of the next quarter. Accordingly, Chang makes the following transactions for the fund:
Transaction 1: Chang discovers that the implied volatility of call options on GreenCo is too high. As a result, Chang shorts a large position in the stock options while simultaneously taking a long position in GreenCo stock, using the funds from the short position to partially pay for the long stock. The GreenCo purchase caused the share price to move up slightly. After several months, the GreenCo stock position has accumulated a large unrealized gain. Chang sells a portion of the GreenCo position to rebalance the portfolio.
Richard Stirr, CFA, who is also a portfolio manager for WMG, runs the firm's Fixed Income Fund. Stirr is known for his ability to generate excess returns above his benchmark, even in declining markets. Stirr is convinced that even though he has only been with WMG for two and a half years, he will be named lead portfolio manager if he can keep his performance figures strong through the next quarter. To achieve this positive performance, Stirr enters into the following transactions for the fund:
Transaction 2: Stirr decides to take a short forward position on the senior bonds of ONB Corporation, which Stirr currently owns in his Fixed Income Fund. Stirr made his decision after overhearing two of his firm's investment bankers discussing an unannounced bond offering for ONB that will subordinate all of its outstanding debt. As expected, the price of the ONB bonds falls when the upcoming offering is announced. Stirr delivers the bonds to settle the forward contract, preventing large losses for his investors.
Transaction 3: Sitrr has noticed that in a foreign bond market, participants are slow to react to new information relevant to the value of their country's sovereign debt securities. Stirr, along with other investors, knows that an announcement from his firm regarding the sovereign bonds will be made the following day. Stirr doesn't know for sure, but expects the news to be positive, and prepares to enter a purchase order. When the positive news is released, Stirr is the first to act, making a large purchase before other investors and selling the position after other market participants react and move the sovereign bond price higher.
Because of their experience with derivatives instruments, Chang and Stirr are asked to provide investment advice for Cherry Creek, LLC, a commodities trading advisor. Cherry Creek uses managed futures strategies that incorporate long and short positions in commodity futures to generate returns uncorrelated with securities markets. The firm has asked Chang and Stirr to help extend their reach to include equity and fixed income derivatives strategies. Chang has been investing with Cherry Creek since its inception and has accepted increased shares in his Cherry Creek account as compensation for his advice. Chang has not disclosed his arrangement with Cherry Creek since he meets with the firm only during his personal time. Stirr declines any formal compensation but instead requests that Cherry Creek refer their clients requesting traditional investment services to WMG. Cherry Creek agrees to the arrangement.
Three months have passed since the transactions made by Chang and Stirr occurred. Both managers met their performance goals and are preparing to present their results to clients via an electronic newsletter published every quarter. The managers want to ensure their newsletters are in compliance with CFA Institute Standards of Professional Conduct. Chang states, "in order to comply with the Standards, we are required to disclose the process used to analyze and select portfolio holdings, the method used to construct our portfolios, and any changes that have been made to the overall investment process. In addition, we must include in the newsletter all factors used to make each portfolio decision over the last quarter and an assessment of the portfolio's risks." Stirr responds by claiming, "we must also clearly indicate that projections included in our report are not factual evidence but rather conjecture based on our own statistical analysis. However, I believe we can reduce the amount of information included in the report from what you have suggested and instead issue more of a summary report as long as we maintain a full report in our internal records."

According to CFA Institute Standards of Professional Conduct, which of the following statements regarding Stirr's arrangement with Cherry Creek, LLC is most accurate1} Stirr's arrangement:

  1. does not violate any Standards.
  2. need only be disclosed to WMG to be acceptable.
  3. is acceptable only if disclosed to WMG and to clients and prospective clients.

Answer(s): C

Explanation:

Standard VI(C) Referral Fees. According to the Standard, Stirr must disclose referral arrangements to his employer, clients, and prospective clients before entering into an agreement to provide services. Surr's agreement with Cherry Creek constitutes a referral relationship whereby he has agreed to provide professional investment advice in exchange for referrals of Cherry Creek customers seeking traditional asset management services. Stirr's employer, clients, and prospects must be informed of this arrangement so that any partiality in the recommendation and the true cost of the services being provided by Stirr can be assessed. (Study Session 1, LOS 2.a)



Harold Chang, CFA, has been the lead portfolio manager for the Woodlock Management Group (WMG) for the last five years. WMG runs several equity and fixed income portfolios, all of which are authorized to use derivatives as long as such positions are consistent with the portfolio's strategy. The WMG Equity Opportunities Fund takes advantage of long and short profit opportunities in equity securities. The fund's positions are often a relatively large percentage of the issuer's outstanding shares and fund trades frequently move securities prices. Chang runs the Equity Opportunities Fund and is concerned that his performance for the last three quarters has put his position as lead manager in jeopardy. Over the last three quarters, Chang has been underperforming his benchmark by an increasing margin and is determined to reduce the degree of underperformance before the end of the next quarter. Accordingly, Chang makes the following transactions for the fund:
Transaction 1: Chang discovers that the implied volatility of call options on GreenCo is too high. As a result, Chang shorts a large position in the stock options while simultaneously taking a long position in GreenCo stock, using the funds from the short position to partially pay for the long stock. The GreenCo purchase caused the share price to move up slightly. After several months, the GreenCo stock position has accumulated a large unrealized gain. Chang sells a portion of the GreenCo position to rebalance the portfolio.
Richard Stirr, CFA, who is also a portfolio manager for WMG, runs the firm's Fixed Income Fund. Stirr is known for his ability to generate excess returns above his benchmark, even in declining markets. Stirr is convinced that even though he has only been with WMG for two and a half years, he will be named lead portfolio manager if he can keep his performance figures strong through the next quarter. To achieve this positive performance, Stirr enters into the following transactions for the fund:
Transaction 2: Stirr decides to take a short forward position on the senior bonds of ONB Corporation, which Stirr currently owns in his Fixed Income Fund. Stirr made his decision after overhearing two of his firm's investment bankers discussing an unannounced bond offering for ONB that will subordinate all of its outstanding debt. As expected, the price of the ONB bonds falls when the upcoming offering is announced. Stirr delivers the bonds to settle the forward contract, preventing large losses for his investors.
Transaction 3: Sitrr has noticed that in a foreign bond market, participants are slow to react to new information relevant to the value of their country's sovereign debt securities. Stirr, along with other investors, knows that an announcement from his firm regarding the sovereign bonds will be made the following day. Stirr doesn't know for sure, but expects the news to be positive, and prepares to enter a purchase order. When the positive news is released, Stirr is the first to act, making a large purchase before other investors and selling the position after other market participants react and move the sovereign bond price higher.
Because of their experience with derivatives instruments, Chang and Stirr are asked to provide investment advice for Cherry Creek, LLC, a commodities trading advisor. Cherry Creek uses managed futures strategies that incorporate long and short positions in commodity futures to generate returns uncorrelated with securities markets. The firm has asked Chang and Stirr to help extend their reach to include equity and fixed income derivatives strategies. Chang has been investing with Cherry Creek since its inception and has accepted increased shares in his Cherry Creek account as compensation for his advice. Chang has not disclosed his arrangement with Cherry Creek since he meets with the firm only during his personal time. Stirr declines any formal compensation but instead requests that Cherry Creek refer their clients requesting traditional investment services to WMG. Cherry Creek agrees to the arrangement.
Three months have passed since the transactions made by Chang and Stirr occurred. Both managers met their performance goals and are preparing to present their results to clients via an electronic newsletter published every quarter. The managers want to ensure their newsletters are in compliance with CFA Institute Standards of Professional Conduct. Chang states, "in order to comply with the Standards, we are required to disclose the process used to analyze and select portfolio holdings, the method used to construct our portfolios, and any changes that have been made to the overall investment process. In addition, we must include in the newsletter all factors used to make each portfolio decision over the last quarter and an assessment of the portfolio's risks." Stirr responds by claiming, "we must also clearly indicate that projections included in our report are not factual evidence but rather conjecture based on our own statistical analysis. However, I believe we can reduce the amount of information included in the report from what you have suggested and instead issue more of a summary report as long as we maintain a full report in our internal records."

Determine whether Chang's comments regarding the disclosure of investment processes used to manage WMG's portfolios and the disclosure of factors used to make portfolio decisions over the last quarter are correct.

  1. Both of Chang's comments are correct.
  2. Neither of Chang's comments is correct.
  3. Only Chang's comments regarding disclosure of investment processes are correct.

Answer(s): C

Explanation:

Standard V(B) Communication with Clients and Prospective Clients. Standard V(B) requires members to disclose the basic format of the investment processes used to analyze and select securities, the processes used to construct portfolios, and any changes to these processes. In addition, members are required to use reasonable judgment in selecting the factors relevant to their investment analysis or actions when communicating with their clients and prospects. Chang's first statement is correct; all of the items mentioned must be disclosed in the newsletter. His second statement is incorrect. Chang is not required to disclose every detail of every factor used to make decisions for the last quarter. It is possible thai such disclosure may be appropriate, but there is no blanket requirement to include every piece of information in a report to clients and prospects. (Study Session 1, LOS2.a)



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A
AI Tutor Explanation
4/21/2026 8:48:36 AM

Question 3:

  • False is the correct answer (Option B).

Why:
  • In Snowflake, a database is a metadata object that exists within a single Snowflake account. Accounts are isolated—there isn’t one database that lives in multiple accounts.
  • You can access data across accounts via data sharing or database replication, but these create separate database objects in the other accounts (e.g., a database in the consumer account created from a share), not a single shared database across accounts.

So a single database cannot exist in more than one Snowflake account.

A
Anonymous User
4/16/2026 10:54:18 AM

Question 1:

  • Correct answer: Edate = sys.argv[1]
  • Why this is correct:
- When a Databricks Job passes parameters to a notebook, those parameters are supplied to the notebook's Python process as command-line arguments. The first argument after the script name is sys.argv[1], so date = sys.argv[1] captures the passed date value directly.
  • How it compares to other options:
- date = spark.conf.get("date") reads from Spark config, not from job parameters. - input() waits for user input at runtime, which isn’t how job parameters are provided. - date = dbutils.notebooks.getParam("date") would work if the notebook were invoked via dbutils.notebook.run with parameters, not

A
Anonymous User
4/15/2026 4:42:07 AM

Question 528:

  • Correct answer: NSG flow logs for NSG1 (Option B)

  • Why:
- Traffic Analytics uses NSG flow logs to analyze traffic patterns. You must have NSG flow logs enabled for the NSGs you want to monitor. - An Azure Log Analytics workspace is also required to store and query the traffic data. - Network Watcher must be available in the subscription for traffic analytics to function.
  • What to configure (brief steps):
- Ensure Network Watcher is enabled in the East US region (for the subscription/region). - Enable NSG flow logs on NSG1. - Ensure a Log Analytics workspace exists and is accessible (read/write) so Traffic Analytics can store and query logs.
  • Why other options aren’t correct:
- “Diagnostic settings for VM1” or “Diagnostic settings for NSG1” alone don’t guarantee flow logs are captured and sent to Log Analytics, which Traffic Analytics relies on. - “Insights for VM1” is not how Traffic Analytics collects traffic data.

A
Anonymous User
4/15/2026 2:43:53 AM

Question 23:
The correct answer is Domain admin (option B), not Fabric admin.

  • Domain admin provides domain-level management: create domains/subdomains and assign workspaces within those domains, which matches the tasks while following least privilege.
  • Fabric admin is global-level access and is more privileges than needed for this scenario (it would grant broader control across the Fabric environment).

A
Anonymous User
4/14/2026 12:31:34 PM

Question 2:
For question 2, the key concept is the Longest Prefix Match. Routers pick the route whose subnet mask is the most specific (largest prefix length) that still matches the destination IP.
From the options:

  • A) 10.10.10.0/28 ? 10.10.10.0–10.10.10.15
  • B) 10.10.13.0/25 ? 10.10.13.0–10.10.13.127
  • C) 10.10.13.144/28 ? 10.10.13.144–10.10.13.159
  • D) 10.10.13.208/29 ? 10.10.13.208–10.10.13.215

The destination Host A’s IP must fall within 10.10.13.208–10.10.13.215 for the /29 to be the best match. Since /29 is the longest prefix among the matching options, Router1 will use 10.10.13.208/29.
Thus, the correct answer is D.

S
srameh
4/14/2026 10:09:29 AM

Question 3:

  • Correct answer: Phase 4, Post Accreditation

  • Explanation:
- In DITSCAP, the four phases are: - Phase 1: Definition (concept and requirements) - Phase 2: Verification (design and testing) - Phase 3: Validation (fielding and evaluation) - Phase 4: Post Accreditation (ongoing operations and lifecycle management) - The description—continuing operation of an accredited IT system and addressing changing threats throughout its life cycle—fits the Post Accreditation phase, which covers operations, maintenance, monitoring, and reauthorization as threats and environment evolve.

O
onibokun10
4/13/2026 7:50:14 PM

Question 129:
Correct answer: CNAME

  • A CNAME record creates an alias for a domain, so newapplication.comptia.org will resolve to whatever IP address www.comptia.org resolves to. This ensures both names point to the same resource without duplicating the IP.
  • Why not the others:
- SOA defines authoritative information for a zone. - MX specifies mail exchange servers. - NS designates name servers for a zone.
  • Notes: The alias name (newapplication.comptia.org) should not have other records if you use a CNAME for it, and CNAMEs aren’t used for the zone apex (root) domain. This scenario uses a subdomain, so a CNAME is appropriate.

A
Anonymous User
4/13/2026 6:29:58 PM

Question 1:

  • Correct answer: C

  • Why this is best:
- Uses OS Login with IAM, so SSH access is granted via Google accounts rather than distributing per-user SSH keys. - Granting the compute.osAdminLogin role to a Google group gives admin access to all team members in a centralized, auditable way. - Access is auditable: Cloud Audit Logs show who accessed which VM, satisfying the security requirement to determine who accessed a given instance.
  • How it works:
- Enable OS Login on the project/instances (enable-oslogin metadata). - Add the team’s

A
Anonymous User
4/13/2026 1:00:51 PM

Question 2:

  • Answer: D. Azure Advisor

  • Why: To view security-related recommendations for resources in the Compute and Apps area (including App Service Web Apps and Functions), you use Azure Advisor. Advisor surfaces personalized best-practice recommendations across resources, including security, and shows which resources are affected and the severity.

  • Why not the others:
- Azure Log Analytics is for ad-hoc querying of telemetry, not for viewing security recommendations. - Azure Event Hubs is for streaming telemetry data, not for security recommendations.
  • Quick tip: In the portal, navigate to Azure Advisor and check the Security recommendations for App Services to see actionable items and affe

D
Don
4/11/2026 5:36:42 AM

Recommend using AI for Solutions rather the Answer(s) submitted here

M
Mogae Malapela
4/8/2026 6:37:56 AM

This is very interesting

A
Anon
4/6/2026 5:22:54 PM

Are these the same questions you have to pay for in ExamTopics?

L
LRK
3/22/2026 2:38:08 PM

For Question 7 - while the answer description indicates the correct answer, the option no. mentioned is incorrect. Nice and Comprehensive. Thankyou

R
Rian
3/19/2026 9:12:10 AM

This is very good and accurate. Explanation is very helpful even thou some are not 100% right but good enough to pass.

G
Gerrard
3/18/2026 6:58:37 AM

The DP-900 exam can be tricky if you aren't familiar with Microsoft’s specific cloud terminology. I used the practice questions from free-braindumps.com and found them incredibly helpful. The site breaks down core data concepts and Azure services in a way that actually mirrors the real test. As a resutl I passed my exam.

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Vineet Kumar
3/6/2026 5:26:16 AM

interesting

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Joe
1/20/2026 8:25:24 AM

Passed this exam 2 days ago. These questions are in the exam. You are safe to use them.

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NJ
12/24/2025 10:39:07 AM

Helpful to test your preparedness before giving exam

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Ashwini
12/17/2025 8:24:45 AM

Really helped

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Jagadesh
12/16/2025 9:57:10 AM

Good explanation

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shobha
11/29/2025 2:19:59 AM

very helpful

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Pandithurai
11/12/2025 12:16:21 PM

Question 1, Ans is - Developer,Standard,Professional Direct and Premier

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Einstein
11/8/2025 4:13:37 AM

Passed this exam in first appointment. Great resource and valid exam dump.

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David
10/31/2025 4:06:16 PM

Today I wrote this exam and passed, i totally relay on this practice exam. The questions were very tough, these questions are valid and I encounter the same.

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Thor
10/21/2025 5:16:29 AM

Anyone used this dump recently?

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Vladimir
9/25/2025 9:11:14 AM

173 question is A not D

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khaos
9/21/2025 7:07:26 AM

nice questions

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Katiso Lehasa
9/15/2025 11:21:52 PM

Thanks for the practice questions they helped me a lot.

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Einstein
9/2/2025 7:42:00 PM

Passed this exam today. All questions are valid and this is not something you can find in ChatGPT.

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vito
8/22/2025 4:16:51 AM

i need to pass exam for VMware 2V0-11.25

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Matt
7/31/2025 11:44:40 PM

Great questions.

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OLERATO
7/1/2025 5:44:14 AM

great dumps to practice for the exam

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Adekunle willaims
6/9/2025 7:37:29 AM

How reliable and relevant are these questions?? also i can see the last update here was January and definitely new questions would have emerged.

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Alex
5/24/2025 12:54:15 AM

Can I trust to this source?

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