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3. Answer any 5 out of the given 6 questions (1 x 5 = 5 marks)
i. ……….……................. helps us to summarise all the key points into one single outline so that in future, whenever there is
need to look back at the basis of the problem, we can take a look at it and understand the key elements of it.
ii. Which among the following tends to perform better with large amounts of data?
(a) Larger neural networks (b) Machine learning algorithms
(c) Learning based algorithms (d) Deep learning algorithms
iii. Purvi went to her hometown, Vijayawada. Her hometown does not have all the facilities that are available in the urban
area. She basically is working on selecting a problem which she will solve. In the project cycle, which step is required
for selecting a problem to solve?
(a) Problem scoping (b) Evaluation
(c) Data acquisition (d) Modelling
iv. Choose the correct option.
(a) Unsupervised learning ->labelled dataset, Regression
(b) Supervised learning -> labelled data set, Regression
(c) Unsupervised learning ->unlabelled dataset, Classification
(d) Supervised learning -> unlabelled data set, Regression
v. Drawback/s of Rule-based approach is/are:
i. The learning is static.
ii. Any changes made to the original data will not be considered.
iii. Once trained the model cannot improvise on the basis of feedback.
(a) All of the above statements are correct. (b) Statements i and ii are correct.
(c) Statements ii and iii are correct. (d) Statements i and iii are correct.
vi. i. Understand and inspect the web page to find the HTML markers associated with the information we want.
ii. Use Python libraries to pull out data from the HTML page.
iii. Manipulate the collected data to get it in the form we need.
The above given steps are for collecting data from which of the following data sources?
(a) Cameras (b) Sensors
(c) Surveys (d) Web scraping
4. Answer any 5 out of the given 6 questions. (1 x 5 = 5 marks)
i. ................................ handles how to program machines to process and analyse large quantities of natural language data.
(NLP/CV)
352 Touchpad Artificial Intelligence-X

