Category: RGPV
Explain the unsupervised model of machine learning in detail with an example.
Unsupervised model of ML Unsupervised model of machine learning uses machine learning algorithms to analyze and cluster unlabeled datasets. These algorithms discover hidden patterns or data groupings without the need for human intervention. Its ability to discover similarities and differences in information make it the ideal solution for exploratory data analysis, cross-selling strategies, customer segmentation, […]
What is the role of preprocessing of data in machine learning? Why it is needed?
Ans. Preprocessing of data in machine learning is the technique of preparing (cleaning and organizing) the raw data to make it suitable for a building and training Machine Learning models. Data preprocessing is essential before its actual use. Data preprocessing is the concept of changing the raw data into a clean data set. The dataset […]
Explain the machine learning concept by taking an example. Describe the perspective and issues in machine learning.
Ans. Machine Learning: Machine learning is a subfield of artificial intelligence, which is broadly defined as the capability of a machine to imitate intelligent human behavior. Artificial intelligence systems are used to perform complex tasks in a way that is similar to how humans solve problems. Example Google Translate was possible because it “trained” on […]
RGPV Machine Learning PYQs
Q1. Explain the machine learning concept by taking an example. Describe the perspective and issues in machine learning. Q2. What is the role of preprocessing of data in machine learning? Why it is needed? Q3. Discuss linear regression with an example. Explain the role of hypothesis function in machine learning models. Q4. Explain the concept […]
RGPV Notes
RGPV Cloud Computing June 2020 Solved Paper
CS-8002 (CBGS) B.E. VIII Semester Examination, June 2020 Choice Based Grading System (CBGS) Cloud Computing 1. a) Describe cloud services requirements and applications of cloud computing. Ans. b) Explain cloud computing reference model. Ans. 2. a) What is cloud scalability? Explain the term “Virtual desktop infrastructure”. Ans. b) Explain Fault tolerance and cloud Ecosystem. Ans. 3. How testing under cloud […]
RGPV DBMS November 2019 Solved Paper
CS-502 (CBGS) B.Tech. V Semester Examination, November 2019 Choice Based Grading System (CBGS) Database Management System 1. a) Differentiate between Database approach v/s Traditional file accessing approach. Ans. Click here b) Explain the concepts of Generalization and Aggregation with appropriate examples. Ans. Generalization: Entities with common attributes can be merged into a generic or super […]
RGPV TOC May 2018 Solved Paper
CS-501-CBGSB.Tech., V SemesterExamination, May 2018Choice Based Grading System (CBGS)Theory of Computation 1.a) Explain Deterministic and nondeterministic finite automata with example. Ans. Deterministic finite automata Nondeterministic finite automata Equivalent of DFA and NDFA b) Explain application of pumping lemma. 2.a) Construct a NDFA accepting all string in {a,b} with either two consecutive a’s or two consecutive […]
RGPV TOC June 2020
CS-501-CBGSB.Tech., V SemesterExamination, June 2020Choice Based Grading System (CBGS)Theory of Computation 1. a) Differentiate Mealy machine and Moore machine with diagram. Ans. Click here b) Design Turing machine to add two number a and b. 2. a) State Pumping Lemma and show that L 1 { aibi i>=1} is not a regular language. b) Explain types of […]