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Important Questions (Unit-3, 4, 5) Rajasthan Technical University, Kota 2019-...Loveleen Kumar
Important Questions (Unit-3, 4, 5)
Rajasthan Technical University, Kota
2019-20
6CS4-02: MACHINE LEARNING
PART A
(1)
(2) Define precptron in Artificial neural network.
Name any five parameter to Evaluate Machine Learning algorithms.
(3) Write equation for Q-learning.
(4) What is the need of Recommendation system ?
(5) What is the difference between machine learning and deep learning ?
(6) How reinforcement learning is different from machine learning ?
(7) How EM algorithm is different from k-means algorithm ?
(8) What is the need of activation function ?
(9)
(10) What do you mean by backpropagation in Artificial neural network ?
What is roll of hidden layers in Artificial neural network ?
PART B
(1)
(2)
(3)
(4)
(5)
(6) Differentiate between Model-based and Model-Free Reinforcement learning.
How Feature extraction is different from Feature selection, exlain with a suitable example ?
Write Short notes on: MDP and SVD.
Explain Q-learning reinforcement learning with a suitable example.
What is the importance of features in any machine learning algorithm ? Explain “Feature selection” with a suitable example.
Explain the types of Deep learning models.
PART C
(1)
(2)
(3)
(4) What do you mean by Principal component analysis ? How to find a PCA, take any dataset and explain the method ?
What do you mean by reinforment learning, Explain in detail. What is the need of Policy iteration and Value iteration?
Explain all the aspects of Artifiical nural network with it’s application.
Write short notes on:
a) Bellman equations
b) Policy evaluation using Monte Carlo
c) Confusion matrix (include all the parameters)
d) Collaborative filtering and Content-based filtering
Dear students get fully solved assignments
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Dear students get fully solved assignments
Send your semester & Specialization name to our mail id :
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or
Call us at : 08263069601
SMU SOLVED ASSIGNMENTS, SMU BSCIT FALL 2014 ASSIGNMENTS, SMU MBA ASSIGNMENTS, SMU ASSIGNMENTS, SMU FALL DRIVE ASSIGNMENTS, SMU BSCIT SEM 2 FALL 2014 ASSIGNMENTS
Important Questions (Unit-3, 4, 5) Rajasthan Technical University, Kota 2019-...Loveleen Kumar
Important Questions (Unit-3, 4, 5)
Rajasthan Technical University, Kota
2019-20
6CS4-02: MACHINE LEARNING
PART A
(1)
(2) Define precptron in Artificial neural network.
Name any five parameter to Evaluate Machine Learning algorithms.
(3) Write equation for Q-learning.
(4) What is the need of Recommendation system ?
(5) What is the difference between machine learning and deep learning ?
(6) How reinforcement learning is different from machine learning ?
(7) How EM algorithm is different from k-means algorithm ?
(8) What is the need of activation function ?
(9)
(10) What do you mean by backpropagation in Artificial neural network ?
What is roll of hidden layers in Artificial neural network ?
PART B
(1)
(2)
(3)
(4)
(5)
(6) Differentiate between Model-based and Model-Free Reinforcement learning.
How Feature extraction is different from Feature selection, exlain with a suitable example ?
Write Short notes on: MDP and SVD.
Explain Q-learning reinforcement learning with a suitable example.
What is the importance of features in any machine learning algorithm ? Explain “Feature selection” with a suitable example.
Explain the types of Deep learning models.
PART C
(1)
(2)
(3)
(4) What do you mean by Principal component analysis ? How to find a PCA, take any dataset and explain the method ?
What do you mean by reinforment learning, Explain in detail. What is the need of Policy iteration and Value iteration?
Explain all the aspects of Artifiical nural network with it’s application.
Write short notes on:
a) Bellman equations
b) Policy evaluation using Monte Carlo
c) Confusion matrix (include all the parameters)
d) Collaborative filtering and Content-based filtering
Dear students get fully solved assignments
Send your semester & Specialization name to our mail id :
“ help.mbaassignments@gmail.com ”
or
Call us at : 08263069601
Smu mba sem 4 TQM fall 2016 assignments, Smu solved assignments, smu mba solved assignments, smu assignments, smu bba assignments, smu bba fall 2016 assignments
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Smu mba sem 4 TQM fall 2016 assignments, Smu solved assignments, smu mba solved assignments, smu assignments, smu bba assignments, smu bba fall 2016 assignments
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Dear students get fully solved assignments
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Dear students get fully solved assignments
Send your semester & Specialization name to our mail id :
“ help.mbaassignments@gmail.com ”
or
Call us at : 08263069601
Dear students get fully solved assignments
Send your semester & Specialization name to our mail id :
“ help.mbaassignments@gmail.com ”
or
Call us at : 08263069601
The Roman Empire A Historical Colossus.pdfkaushalkr1407
The Roman Empire, a vast and enduring power, stands as one of history's most remarkable civilizations, leaving an indelible imprint on the world. It emerged from the Roman Republic, transitioning into an imperial powerhouse under the leadership of Augustus Caesar in 27 BCE. This transformation marked the beginning of an era defined by unprecedented territorial expansion, architectural marvels, and profound cultural influence.
The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
Under Augustus, the empire experienced the Pax Romana, a 200-year period of relative peace and stability. Augustus reformed the military, established efficient administrative systems, and initiated grand construction projects. The empire's borders expanded, encompassing territories from Britain to Egypt and from Spain to the Euphrates. Roman legions, renowned for their discipline and engineering prowess, secured and maintained these vast territories, building roads, fortifications, and cities that facilitated control and integration.
The Roman Empire’s society was hierarchical, with a rigid class system. At the top were the patricians, wealthy elites who held significant political power. Below them were the plebeians, free citizens with limited political influence, and the vast numbers of slaves who formed the backbone of the economy. The family unit was central, governed by the paterfamilias, the male head who held absolute authority.
Culturally, the Romans were eclectic, absorbing and adapting elements from the civilizations they encountered, particularly the Greeks. Roman art, literature, and philosophy reflected this synthesis, creating a rich cultural tapestry. Latin, the Roman language, became the lingua franca of the Western world, influencing numerous modern languages.
Roman architecture and engineering achievements were monumental. They perfected the arch, vault, and dome, constructing enduring structures like the Colosseum, Pantheon, and aqueducts. These engineering marvels not only showcased Roman ingenuity but also served practical purposes, from public entertainment to water supply.
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
Francesca Gottschalk - How can education support child empowerment.pptxEduSkills OECD
Francesca Gottschalk from the OECD’s Centre for Educational Research and Innovation presents at the Ask an Expert Webinar: How can education support child empowerment?
Honest Reviews of Tim Han LMA Course Program.pptxtimhan337
Personal development courses are widely available today, with each one promising life-changing outcomes. Tim Han’s Life Mastery Achievers (LMA) Course has drawn a lot of interest. In addition to offering my frank assessment of Success Insider’s LMA Course, this piece examines the course’s effects via a variety of Tim Han LMA course reviews and Success Insider comments.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
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SEM 1 MSCIT FALL 2016
MIT106 - Fundamentals of IT& Programming
1. Explain functional aspects of following in a computer system:
(a) Input devices
(b) Output devices
2. Briefly explain the characteristics of computers.
3 List any five characteristics of an object-oriented design (OOD).
4 What are the five major activities of an operating system in regard to process management?
MIT107 - DATA & FILE STRUCTURES
1. Briefly explain any two mathematical functions.
2. Define Queue and explain array implementation of the Queue. [1+4]
3. Briefly explain the process of converting the general tree to a binary tree.
4. Explain fixed block storage allocation.
5. What is the use of external Storage Devices? Explain any two external storage devices
MIT108 - OBJECT ORIENTED PROGRAMMING
1. Write a short note on Java Buzz words.
2. Differentiate Break and Continue statements in Java with example program.
3. Differentiate between packages and Interfaces.
4. What are Applets? What are the restrictions of Applets? Describe about applet class.
5. Compare JDBC and ODBC.
MIT109 – Software Engineering
1 What do you mean by object –oriented design? List the characteristics of an object-oriented
design (OOD).
2. Write a short note on Capability Maturity Model.
3. Write a note on Prototyping Model.
4. What are the limitations of the linear sequential model? [10] 10
2. 5. What is Verification and Validation? Briefly explain Validation Testing and Validation Test
Criteria.
GET SOLVED ASSIGNMENTS AT Rs.150 per subject
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![GET SOLVED ASSIGNMENTS AT Rs.150 per subject
VISIT
WWW.SMUSOLVEDASSIGNMENTS.COM
Or Mail us at
solvemyassignments@gmail.com
SEM 1 MSCIT FALL 2016
MIT106 - Fundamentals of IT& Programming
1. Explain functional aspects of following in a computer system:
(a) Input devices
(b) Output devices
2. Briefly explain the characteristics of computers.
3 List any five characteristics of an object-oriented design (OOD).
4 What are the five major activities of an operating system in regard to process management?
MIT107 - DATA & FILE STRUCTURES
1. Briefly explain any two mathematical functions.
2. Define Queue and explain array implementation of the Queue. [1+4]
3. Briefly explain the process of converting the general tree to a binary tree.
4. Explain fixed block storage allocation.
5. What is the use of external Storage Devices? Explain any two external storage devices
MIT108 - OBJECT ORIENTED PROGRAMMING
1. Write a short note on Java Buzz words.
2. Differentiate Break and Continue statements in Java with example program.
3. Differentiate between packages and Interfaces.
4. What are Applets? What are the restrictions of Applets? Describe about applet class.
5. Compare JDBC and ODBC.
MIT109 – Software Engineering
1 What do you mean by object –oriented design? List the characteristics of an object-oriented
design (OOD).
2. Write a short note on Capability Maturity Model.
3. Write a note on Prototyping Model.
4. What are the limitations of the linear sequential model? [10] 10](https://image.slidesharecdn.com/smumscitsem1fall2016assignments-161109101019/85/Smu-mscit-sem-1-fall-2016-assignments-1-320.jpg)
