Bob Reed Bob Reed's Profile Page

Bob Reed Bob Reed

0 Course Enrolled • 0 Course Completed

Biography

Pass Guaranteed 2025 Authoritative Oracle 1z0-1110-25 Study Guides

Only if you download our software and practice no more than 30 hours will you attend your test confidently. Because our Oracle 1z0-1110-25 exam torrent can simulate limited-timed examination and online error correcting, it just takes less time and energy for you to prepare the 1z0-1110-25 Exam than other study materials.

If you are preparing for 1z0-1110-25 exam and upset without accurate exam torrent and practice materials, DumpsTorrent guarantees you to pass exam at first attempt absolutely. Our 1z0-1110-25 exam torrent is edited by latest official examination knowledge. Once official department change questions we will release new version of 1z0-1110-25 Exam Torrent accordingly. We provide one year free update and service warranty for all products. You will have sufficient time to take part in exams.

>> 1z0-1110-25 Study Guides <<

Latest 1z0-1110-25 Examprep, 1z0-1110-25 Braindump Pdf

Whatever may be the reason to leave your job, if you have made up your mind, there is no going back. By getting the Oracle 1z0-1110-25 Certification, you can avoid thinking about negative things, instead, you can focus on the positive and bright side of taking this step and find a new skill set to improve your chances of getting your dream job.

Oracle Cloud Infrastructure 2025 Data Science Professional Sample Questions (Q49-Q54):

NEW QUESTION # 49
You have an image classification model in the model catalog which is deployed as an HTTP endpoint using model deployments. Your tenancy administrator is seeing increased demands and has asked you to increase the load balancing bandwidth from the default of 10Mbps. You are provided with the following information:
* Payload size in KB = 1024
* Estimated requests per second = 120 requests/second (Monday through Friday, in every month, in every year)
* Buffer percentage = 20%What is the optimal load balancing bandwidth to redeploy your model?

A. 452 Mbps
B. 52 Mbps
C. 1152 Mbps
D. 7052 Mbps

Answer: C

Explanation:
Detailed Answer in Step-by-Step Solution:
* Objective: Calculate optimal bandwidth for model deployment.
* Given Data:
* Payload size = 1024 KB = 1024 * 8 = 8192 Kb (kilobits).
* Requests/sec = 120.
* Buffer = 20% = 0.2.
* Calculate Base Bandwidth:
* Bits/sec = Payload * Requests = 8192 Kb * 120 = 983,040 Kb/s = 983.04 Mbps.
* Add Buffer:
* Total = Base * (1 + Buffer) = 983.04 * 1.2 = 1179.648 Mbps.
* Evaluate Options: Closest to 1179.648 Mbps is 1152 Mbps (D)-realistic rounding.
* Conclusion: D is correct.
OCI documentation advises: "Calculate bandwidth as payload size (in bits) * requests/sec, then add a buffer (e.
g., 20%) for peak loads." Here, 1024 KB = 8192 Kb, * 120 = 983.04 Mbps, * 1.2 = 1179.648 Mbps. D (1152 Mbps) is the closest practical option-452 (A) and 52 (B) are too low, 7052 (C) excessive.
Oracle Cloud Infrastructure Data Science Documentation, "Model Deployment - Load Balancing".

NEW QUESTION # 50
Which function's objective is to represent the difference between the predictive value and the target value?

A. Cost function
B. Update function
C. Optimizer function
D. Fit function

Answer: A

Explanation:
Detailed Answer in Step-by-Step Solution:
* Objective: Identify the function that measures the difference between predicted and actual values in machine learning.
* Understand ML Functions:
* Optimizer function: Adjusts model parameters to minimize error (e.g., gradient descent)-it uses the cost, not defines it.
* Fit function: Trains the model by fitting it to data-process-oriented, not a measure.
* Update function: Typically updates weights during training-not a standard term for error measurement.
* Cost function: Quantifies prediction error (e.g., MSE, cross-entropy)-directly represents the difference.
* Evaluate Options:
* A: Optimizer minimizes the cost, not the cost itself-incorrect.
* B: Fit executes training, not error definition-incorrect.
* C: Update is vague and not a standard ML term for this-incorrect.
* D: Cost function (e.g., loss) measures prediction vs. target-correct.
* Reasoning: The cost function (or loss function) is the mathematical representation of error, guiding optimization.
* Conclusion: D is the correct answer.
In OCI Data Science, the documentation explains: "The cost function (or loss function) measures the difference between the model's predicted values and the actual target values, such as mean squared error for regression or cross-entropy for classification." Optimizers (A) use this to adjust weights, fit (B) is a training step, and update (C) isn't a defined function here-only the cost function (D) fits the description. This aligns with standard ML terminology and OCI's AutoML processes.
Oracle Cloud Infrastructure Data Science Documentation, "Machine Learning Concepts - Cost Functions".

NEW QUESTION # 51
How are datasets exported in the OCI Data Labeling service?

A. As a line-delimited JSON file
B. As a binary file
C. As an XML file
D. As a CSV file

Answer: A

Explanation:
Detailed Answer in Step-by-Step Solution:
* Understand OCI Data Labeling Export: After annotation, datasets are exported for ML use.
* Check Supported Formats: OCI Data Labeling exports annotations in a structured, machine-readable format.
* Evaluate Options:
* A: Binary isn't a standard export format for annotations.
* B: XML isn't used; JSON is preferred for flexibility.
* C: Line-delimited JSON is the correct format, aligning with ML workflows.
* D: CSV is common but not the default for OCI Data Labeling.
* Conclusion: C matches the official export format.
OCI Data Labeling exports annotated datasets as line-delimited JSON files, which store each annotation as a separate JSON object per line, suitable for ML pipelines. This is explicitly stated in the documentation.
(Reference: Oracle Cloud Infrastructure Data Labeling Service Documentation, "Exporting Datasets").

NEW QUESTION # 52
Which type of file system does File Storage use?

A. NVMe SSD
B. iSCSI
C. NFSv3
D. Paravirtualized

Answer: C

Explanation:
Detailed Answer in Step-by-Step Solution:
* Objective: Identify the file system type for OCI File Storage.
* Understand File Storage: Network-attached storage in OCI.
* Evaluate Options:
* A: NFSv3-Network File System, used by File Storage-correct.
* B: iSCSI-Block storage protocol, not File Storage.
* C: Paravirtualized-Virtualization mode, not file system.
* D: NVMe SSD-Hardware, not file system.
* Reasoning: NFSv3 is OCI File Storage's protocol.
* Conclusion: A is correct.
OCI documentation states: "File Storage uses NFSv3 (A) as its file system protocol, providing shared storage across instances." B, C, and D are unrelated-only A aligns with OCI's File Storage design.
Oracle Cloud Infrastructure File Storage Documentation, "File System Protocol".

NEW QUESTION # 53
You are working in your notebook session and find that your notebook session does not have enough compute CPU and memory for your workload. How would you scale up your notebook session without losing your work?

A. Ensure your files and environments are written to the block volume storage under the /home
/datascience directory, deactivate the notebook session, and activate the notebook with a larger compute shape selected
B. Create a temporary bucket in Object Storage, write all your files and data to Object Storage, delete the notebook session, provision a new notebook session on a larger compute shape, and copy your files and data from your temporary bucket to your new notebook session
C. Download your files and data to your local machine, delete your notebook session, provision a new notebook session on a larger compute shape, and upload your files from your local machine to the new notebook session
D. Deactivate your notebook session, provision a new notebook session on a larger compute shape, and recreate all your file changes

Answer: A

Explanation:
Detailed Answer in Step-by-Step Solution:
* Objective: Scale up a notebook session without losing work.
* Understand Persistence: Block volume stores session data (e.g., /home/datascience).
* Evaluate Options:
* A: Recreating work-inefficient, risks loss.
* B: Local download/upload-cumbersome, unnecessary.
* C: Use block volume persistence, scale up-efficient, preserves work-correct.
* D: Object Storage-extra steps, not needed with block volume.
* Reasoning: C leverages OCI's built-in persistence for seamless scaling.
* Conclusion: C is correct.
OCI documentation states: "Files in /home/datascience are stored on the block volume. To scale up, deactivate the session, provision a new one with a larger shape, and the block volume persists your work." A loses data, B and D add complexity-only C is optimal.
Oracle Cloud Infrastructure Data Science Documentation, "Scaling Notebook Sessions".

NEW QUESTION # 54
......

In the matter of quality, our 1z0-1110-25 practice engine is unsustainable with reasonable prices. Despite costs are constantly on the rise these years from all lines of industry, our 1z0-1110-25 learning materials remain low level. That is because our company beholds customer-oriented tenets that guide our everyday work. The achievements of wealth or prestige is no important than your exciting feedback about efficiency and profession of our 1z0-1110-25 Study Guide.

Latest 1z0-1110-25 Examprep: https://www.dumpstorrent.com/1z0-1110-25-exam-dumps-torrent.html

Oracle 1z0-1110-25 Study Guides The innovatively crafted dumps will serve you the best; imparting you information in fewer number of questions and answers, The reason why we are so proud is that each questions and answers are selected and analyzed from the previous 1z0-1110-25 actual test and refined for several times, so the 1z0-1110-25 sure exam cram shown in front of you are the best valid and high accuracy, If you have doubts or problems about our 1z0-1110-25 exam torrent, please contact our online customer service or contact us by mails and we will reply and solve your problem as quickly as we can.

With proper precaution, most companies can survive an occasional, short-term disruption within their business ecosystem, Under each kind of 1z0-1110-25 practice test we offer one demo for you, which includes a part of real content of the 1z0-1110-25 study vce and serve as a good help for you get acquainted with our products quickly.

Pass Guaranteed Quiz 2025 Oracle Latest 1z0-1110-25: Oracle Cloud Infrastructure 2025 Data Science Professional Study Guides

The innovatively crafted dumps will serve you the best; imparting 1z0-1110-25 Braindump Pdf you information in fewer number of questions and answers, The reason why we are so proud is that each questions and answersare selected and analyzed from the previous 1z0-1110-25 Actual Test and refined for several times, so the 1z0-1110-25 sure exam cram shown in front of you are the best valid and high accuracy.

If you have doubts or problems about our 1z0-1110-25 exam torrent, please contact our online customer service or contact us by mails and we will reply and solve your problem as quickly as we can.

Make sure that you are doing your research before selecting the right option, For 1z0-1110-25 each version, there is no limit and access permission if you want to download our study materials, and at the same time the number of people is not limited.