1Z0-1110-25 practice question 22 of 35

After you have created and opened a notebook session, you want to use the Accelerated Data Science (ADS) SDK to access your data and get started with exploratory data analysis. From which TWO places can you access the ADS SDK?

Full set: 307 questions
Answer options
A: Oracle Big Data Service
B: Oracle Machine Learning
C: Conda environment in OCI Data Science Correct answer
D: Python Package Index (PyPI) Correct answer
E: Oracle Autonomous Data Warehouse
Correct Answer:
C. Conda environment in OCI Data Science; D. Python Package Index (PyPI)
Explanation

Detailed Answer in Step-by-Step Solution: Objective: Locate sources for ADS SDK in OCI. Understand ADS SDK: A Python library for Data Science tasks (e.g., EDA). Evaluate Options: A: Big Data Service—Spark-focused, not ADS source. B: Machine Learning—Separate service, not ADS-related. C: Conda in OCI Data Science—Preinstalled ADS in notebook sessions. D: PyPI—Public source to install ADS (pip install oracle-ads). E: ADW—Database, not an SDK source. Reasoning: C (preinstalled) and D (installable) are practical access points. Conclusion: C and D are correct. OCI documentation states: “The ADS SDK is available in OCI Data Science notebook sessions via preinstalled conda environments (C) and can be installed from PyPI (D) using pip install oracle-ads.” Big Data (A), Machine Learning (B), and ADW (E) don’t host ADS—only C and D apply. : Oracle Cloud Infrastructure Data Science Documentation, "ADS SDK Installation".

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