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NEW QUESTION: 1
A Machine Learning Specialist is creating a new natural language processing application that processes a dataset comprised of 1 million sentences. The aim is to then run Word2Vec to generate embeddings of the sentences and enable different types of predictions.
Here is an example from the dataset:
"The quck BROWN FOX jumps over the lazy dog."
Which of the following are the operations the Specialist needs to perform to correctly sanitize and prepare the data in a repeatable manner? (Choose three.)
A. One-hot encode all words in the sentence.
B. Remove stop words using an English stopword dictionary.
C. Perform part-of-speech tagging and keep the action verb and the nouns only.
D. Correct the typography on "quck" to "quick."
E. Normalize all words by making the sentence lowercase.
F. Tokenize the sentence into words.
Answer: B,E,F
Explanation:
1- Apply words stemming and lemmatization
2- Remove Stop words
3- Tokensize the sentences
https://towardsdatascience.com/nlp-extracting-the-main-topics-from-your-dataset-using-lda-in- minutes-21486f5aa925

NEW QUESTION: 2
The MOST effective use of a risk register is to:
A. identify threats and probabilities.
B. identify risks and assign roles and responsibilities for mitigation.
C. facilitate a thorough review of all IT-related risks on a periodic basis.
D. record the annualized financial amount of expected losses due to risks.
Answer: C
Explanation:
Explanation
A risk register is more than a simple list - it should lie used as a tool to ensure comprehensive documentation, periodic review and formal update of all risk elements in the enterprise's IT and related organization. Identifying risks and assigning roles and responsibilities for mitigation are elements of the register. Identifying threats and probabilities are two elements that are defined in the risk matrix, as differentiated from the broader scope of content in, and purpose for, the risk register. While the annualized loss expectancy (ALE) should be included in the register, this quantification is only a single element in the overall risk analysis program.

NEW QUESTION: 3



A. Option A
B. Option D
C. Option B
D. Option C
Answer: C

NEW QUESTION: 4
Which two automation requirements are met when Puppet is used? (Choose two.)
A. Enable clients to pull changes without installing an agent.
B. Enable clients to pull changes to configuration files.
C. Enable one-off infrastructure changes to be performed manually.
D. Immediately push configuration updates to servers.
E. Provide support for writing new modules in Python.
Answer: A,D