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CS3491 Artificial Intelligence and Machine Learning [PDF]

CS3491 Artificial Intelligence and Machine Learning Study Materials

Anna University – CS3491 Artificial Intelligence and Machine Learning Regulation 2021 Syllabus , Notes , Important Questions, Question Paper with Answers Previous Year Question Paper.

UNIT I PROBLEM SOLVING CS3491 Artificial Intelligence and Machine Learning Syllabus
Introduction to AI – AI Applications – Problem solving agents – search algorithms – uninformed search
strategies – Heuristic search strategies – Local search and optimization problems – adversarial search
– constraint satisfaction problems (CSP)

UNIT II PROBABILISTIC REASONING CS3491 Artificial Intelligence and Machine Learning Notes
Acting under uncertainty – Bayesian inference – naïve bayes models. Probabilistic reasoning –
Bayesian networks – exact inference in BN – approximate inference in BN – causal networks.

UNIT III SUPERVISED LEARNING CS3491 Artificial Intelligence and Machine Learning Important Questions
Introduction to machine learning – Linear Regression Models: Least squares, single & multiple variables,
Bayesian linear regression, gradient descent, Linear Classification Models: Discriminant function –
Probabilistic discriminative model – Logistic regression, Probabilistic generative model – Naive Bayes,
Maximum margin classifier – Support vector machine, Decision Tree, Random forests

UNIT IV ENSEMBLE TECHNIQUES AND UNSUPERVISED LEARNING CS3491 Artificial Intelligence and Machine Learning Question Bank
Combining multiple learners: Model combination schemes, Voting, Ensemble Learning – bagging,
boosting, stacking, Unsupervised learning: K-means, Instance Based Learning: KNN, Gaussian mixture
models and Expectation maximization

UNIT V NEURAL NETWORKS CS3491 Artificial Intelligence and Machine Learning Question Paper
Perceptron – Multilayer perceptron, activation functions, network training – gradient descent
optimization – stochastic gradient descent, error backpropagation, from shallow networks to deep
networks –Unit saturation (aka the vanishing gradient problem) – ReLU, hyperparameter tuning, batch
normalization, regularization, dropout.

Syllabus Click Here
Notes Click Here
Important Questions Click Here
Previous Year Question Paper Click Here
Question Bank Click Here

TEXT BOOKS: CS3491 Artificial Intelligence and Machine Learning Notes

1. Stuart Russell and Peter Norvig, “Artificial Intelligence – A Modern Approach”, Fourth Edition,
Pearson Education, 2021.
2. Ethem Alpaydin, “Introduction to Machine Learning”, MIT Press, Fourth Edition, 2020.

REFERENCES: CS3491 Artificial Intelligence and Machine Learning Important Questions

1. Dan W. Patterson, “Introduction to Artificial Intelligence and Expert Systems”, Pearson
Education,2007
2. Kevin Night, Elaine Rich, and Nair B., “Artificial Intelligence”, McGraw Hill, 2008
3. Patrick H. Winston, “Artificial Intelligence”, Third Edition, Pearson Education, 2006
4. Deepak Khemani, “Artificial Intelligence”, Tata McGraw Hill Education, 2013
(http://nptel.ac.in/)
5. Christopher M. Bishop, “Pattern Recognition and Machine Learning”, Springer, 2006.
6. Tom Mitchell, “Machine Learning”, McGraw Hill, 3rd Edition,1997.
7. Charu C. Aggarwal, “Data Classification Algorithms and Applications”, CRC Press, 2014
8. Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar, “Foundations of Machine Learning”,
MIT Press, 2012.
9. Ian Goodfellow, Yoshua Bengio, Aaron Courville, “Deep Learning”, MIT Press, 2016

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CE3481 Strength of Materials and Fluid Machinery Laboratory

CE3481 Strength of Materials and Fluid Machinery Lab Study Materials

Anna University – CE3481 Strength of Materials and Fluid Machinery Lab Regulation 2021 Syllabus , Notes , Lab Manual, Viva Important Questions, Question Paper with Answers Previous Year Question Paper.

UNIT – I STRENGTH OF MATERIALS CE3481 Strength of Materials and Fluid Machinery Lab Syllabus

LIST OF EXPERIMENTS

1. Tension test on mild steel rod
2. Torsion test on mild steel rod
3. Hardness test on metal (Rockwell and Brinell Hardness)
4. Compression test on helical spring
5. Deflection test on carriage spring

UNIT – II FLUID MECHANICS AND MACHINES LABORATORY CE3481 Strength of Materials and Fluid Machinery Lab Manual

LIST OF EXPERIMENTS Viva Questions

1. (a) Determination of coefficient of discharge of a venturimeter
(b) Determination of friction factor for flow through pipes
2. (a) Determination of metacentric height
(b) Determination of forces due to impact of jet on a fixed plate
3. Characteristics of centrifugal pumps
4. Characteristics of reciprocating pump
5. Characteristics of Pelton wheel turbine

Syllabus Click Here
Notes Click Here
Important Questions Click Here
Previous Year Question Paper Click Here
Question Bank Click Here

COURSE OBJECTIVE:

1. To study the mechanical properties of metals, wood and spring by testing in laboratory.
2. To verify the principles studied in fluid mechanics and machinery theory by performing
experiments in laboratory.

OUTCOMES:

On completion of the course, the student is expected to be able to
1. Determine the tensile, torsion and hardness properties of metals by testing
2. Determine the stiffness properties of helical and carriage spring
3. Apply the conservation laws to determine the coefficient of discharge of a
venturimeter and finding the friction factor of given pipe
4. Apply the fluid static and momentum principles to determine the metacentric height
and forces due to impact of jet
5.
Determine the performance characteristics of turbine, rotodynamic pump and
positive displacement pump.

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BS3171 Syllabus PHYSICS AND CHEMISTRY LABORATORY Regulation 2021 Anna University

BS3171 Syllabus PHYSICS AND CHEMISTRY LABORATORY

BS3171 Syllabus PHYSICS AND CHEMISTRY LABORATORY Regulation 2021 Anna University free download. PHYSICS AND CHEMISTRY LABORATORY Syllabus BS3171 pdf download free.

PHYSICS LABORATORY: (Any Seven Experiments)
COURSE OBJECTIVES:

􀁸 To learn the proper use of various kinds of physics laboratory equipment.
􀁸 To learn how data can be collected, presented and interpreted in a clear and concise manner.
􀁸 To learn problem solving skills related to physics principles and interpretation of experimental
data.
􀁸 To determine error in experimental measurements and techniques used to minimize such
error.
􀁸 To make the student as an active participant in each part of all lab exercises. BS3171 Syllabus PHYSICS AND CHEMISTRY LABORATORY
1. Torsional pendulum – Determination of rigidity modulus of wire and moment of inertia of
regular and irregular objects.
2. Simple harmonic oscillations of cantilever.
3. Non-uniform bending – Determination of Young’s modulus
4. Uniform bending – Determination of Young’s modulus
5. Laser- Determination of the wave length of the laser using grating
6. Air wedge – Determination of thickness of a thin sheet/wire
7. a) Optical fibre -Determination of Numerical Aperture and acceptance angle
b) Compact disc- Determination of width of the groove using laser.
8. Acoustic grating- Determination of velocity of ultrasonic waves in liquids.
9. Ultrasonic interferometer – determination of the velocity of sound and compressibility of
liquids
10. Post office box -Determination of Band gap of a semiconductor.
11. Photoelectric effect
12. Michelson Interferometer.
13. Melde’s string experiment
14. Experiment with lattice dynamics kit.

TOTAL: 30 PERIODS

COURSE OUTCOMES:

Upon completion of the course, the students should be able to
􀁸 Understand the functioning of various physics laboratory equipment.
􀁸 Use graphical models to analyze laboratory data.
􀁸 Use mathematical models as a medium for quantitative reasoning and describing physical
reality. BS3171 Syllabus PHYSICS AND CHEMISTRY LABORATORY
􀁸 Access, process and analyze scientific information.
􀁸 Solve problems individually and collaboratively.

CHEMISTRY LABORATORY: (Any seven experiments to be conducted)

COURSE OBJECTIVES:
􀁸 To inculcate experimental skills to test basic understanding of water quality parameters, such
as, acidity, alkalinity, hardness, DO, chloride and copper.
􀁸 To induce the students to familiarize with electroanalytical techniques such as, pH metry,
potentiometry and conductometry in the determination of impurities in aqueous solutions.
􀁸 To demonstrate the analysis of metals and alloys.
􀁸 To demonstrate the synthesis of nanoparticles

1. Preparation of Na2CO3 as a primary standard and estimation of acidity of a water sample
using the primary standard
2. Determination of types and amount of alkalinity in water sample.
– Split the first experiment into two
3. Determination of total, temporary & permanent hardness of water by EDTA method.
4. Determination of DO content of water sample by Winkler’s method.
5. Determination of chloride content of water sample by Argentometric method.
6. Estimation of copper content of the given solution by Iodometry.
7. Estimation of TDS of a water sample by gravimetry.
8. Determination of strength of given hydrochloric acid using pH meter. BS3171 Syllabus PHYSICS AND CHEMISTRY LABORATORY
9. Determination of strength of acids in a mixture of acids using conductivity meter.
10. Conductometric titration of barium chloride against sodium sulphate (precipitation titration)
11. Estimation of iron content of the given solution using potentiometer.
12. Estimation of sodium /potassium present in water using flame photometer.
13. Preparation of nanoparticles (TiO2/ZnO/CuO) by Sol-Gel method.
14. Estimation of Nickel in steel
15. Proximate analysis of Coal

TOTAL : 30 PERIODS

COURSE OUTCOMES:
􀁸 To analyse the quality of water samples with respect to their acidity, alkalinity, hardness and
DO.
􀁸 To determine the amount of metal ions through volumetric and spectroscopic techniques
􀁸 To analyse and determine the composition of alloys.
􀁸 To learn simple method of synthesis of nanoparticles
􀁸 To quantitatively analyse the impurities in solution by electroanalytical techniques

TEXT BOOK : BS3171 Syllabus PHYSICS AND CHEMISTRY LABORATORY

1. J. Mendham, R. C. Denney, J.D. Barnes, M. Thomas and B. Sivasankar, Vogel’s Textbook of
Quantitative Chemical Analysis (2009).

Subject name PHYSICS AND CHEMISTRY LABORATORY
Subject Code BS3171
Semester 1
Regulation 2021 Regulation

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GE3171 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING LABORATORY Regulation 2021 Anna University

GE3171 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING LABORATORY

GE3171 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING LABORATORY Regulation 2021 Anna University free download. PROBLEM SOLVING AND PYTHON PROGRAMMING LABORATORY Syllabus GE3171 pdf download free.

COURSE OBJECTIVES:
􀁸 To understand the problem solving approaches.
􀁸 To learn the basic programming constructs in Python.
􀁸 To practice various computing strategies for Python-based solutions to real world
problems.
􀁸 To use Python data structures – lists, tuples, dictionaries.
􀁸 To do input/output with files in Python.

EXPERIMENTS: GE3171 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING LABORATORY
Note: The examples suggested in each experiment are only indicative. The lab instructor is
expected to design other problems on similar lines. The Examination shall not be restricted
to the sample experiments listed here.
1. Identification and solving of simple real life or scientific or technical problems, and developing
flow charts for the same. (Electricity Billing, Retail shop billing, Sin series, weight of a
motorbike, Weight of a steel bar, compute Electrical Current in Three Phase AC Circuit, etc.)
2. Python programming using simple statements and expressions (exchange the values of two
variables, circulate the values of n variables, distance between two points).
3. Scientific problems using Conditionals and Iterative loops. (Number series, Number Patterns,
pyramid pattern)

4. Implementing real-time/technical applications using Lists, Tuples. (Items present in a
library/Components of a car/ Materials required for construction of a building –operations of
list & tuples)
5. Implementing real-time/technical applications using Sets, Dictionaries. (Language,
components of an automobile, Elements of a civil structure, etc.- operations of Sets & Dictionaries) GE3171 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING LABORATORY
6. Implementing programs using Functions. (Factorial, largest number in a list, area of shape)
7. Implementing programs using Strings. (reverse, palindrome, character count, replacing
characters)
8. Implementing programs using written modules and Python Standard Libraries (pandas, numpy. Matplotlib, scipy)
9. Implementing real-time/technical applications using File handling. (copy from one file to another, word count, longest word)
10. Implementing real-time/technical applications using Exception handling. (divide by zero error,
voter’s age validity, student mark range validation)
11. Exploring Pygame tool.
12. Developing a game activity using Pygame like bouncing ball, car race etc.

TOTAL: 60 PERIODS

COURSE OUTCOMES:

On completion of the course, students will be able to:
CO1: Develop algorithmic solutions to simple computational problems
CO2: Develop and execute simple Python programs.
CO3: Implement programs in Python using conditionals and loops for solving problems.
CO4: Deploy functions to decompose a Python program.
CO5: Process compound data using Python data structures.
CO6: Utilize Python packages in developing software applications.

TEXT BOOKS: GE3171 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING LABORATORY

1. Allen B. Downey, “Think Python : How to Think like a Computer Scientist”, 2nd Edition, O’Reilly
Publishers, 2016.
2. Karl Beecher, “Computational Thinking: A Beginner’s Guide to Problem Solving and
Programming”, 1st Edition, BCS Learning & Development Limited, 2017.

REFERENCES:

1. Paul Deitel and Harvey Deitel, “Python for Programmers”, Pearson Education, 1st Edition, 2021.
2. G Venkatesh and Madhavan Mukund, “Computational Thinking: A Primer for Programmers and
Data Scientists”, 1st Edition, Notion Press, 2021.
3. John V Guttag, “Introduction to Computation and Programming Using Python: With Applications
to Computational Modeling and Understanding Data‘‘, Third Edition, MIT Press, 2021
4. Eric Matthes, “Python Crash Course, A Hands – on Project Based Introduction to Programming”,
2nd Edition, No Starch Press, 2019.
5. https://www.python.org/
6. Martin C. Brown, “Python: The Complete Reference”, 4th Edition, Mc-Graw Hill, 2018.

Subject name PROBLEM SOLVING AND PYTHON PROGRAMMING LABORATORY
Subject Code GE3171
Semester 1
Regulation 2021 Regulation

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GE3151 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING Regulation 2021 Anna University

GE3151 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING

GE3151 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING Regulation 2021 Anna University free download. PROBLEM SOLVING AND PYTHON PROGRAMMING Syllabus GE3151 pdf download free.

COURSE OBJECTIVES:

􀁸 To understand the basics of algorithmic problem solving.
􀁸 To learn to solve problems using Python conditionals and loops.
􀁸 To define Python functions and use function calls to solve problems.
􀁸 To use Python data structures – lists, tuples, dictionaries to represent complex data. GE3151 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING
􀁸 To do input/output with files in Python.

UNIT I COMPUTATIONAL THINKING AND PROBLEM SOLVING 

Fundamentals of Computing – Identification of Computational Problems -Algorithms, building blocks of algorithms (statements, state, control flow, functions), notation (pseudo code, flow chart,
programming language), algorithmic problem solving, simple strategies for developing algorithms (iteration, recursion). Illustrative problems: find minimum in a list, insert a card in a list of sorted
cards, guess an integer number in a range, Towers of Hanoi.

UNIT II DATA TYPES, EXPRESSIONS, STATEMENTS

Python interpreter and interactive mode, debugging; values and types: int, float, boolean, string, and list; variables, expressions, statements, tuple assignment, precedence of operators, comments; Illustrative programs: exchange the values of two variables, circulate the values of n variables, distance between two points. GE3151 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING

UNIT III CONTROL FLOW, FUNCTIONS, STRINGS

Conditionals: Boolean values and operators, conditional (if), alternative (if-else), chained conditional (if-elif-else); Iteration: state, while, for, break, continue, pass; Fruitful functions: return values,
parameters, local and global scope, function composition, recursion; Strings: string slices, immutability, string functions and
methods, string module; Lists as arrays. Illustrative programs: square root, gcd, exponentiation, sum an array of numbers, linear search, binary search. GE3151 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING

UNIT IV LISTS, TUPLES, DICTIONARIES 

Lists: list operations, list slices, list methods, list loop, mutability, aliasing, cloning lists, list parameters; Tuples: tuple assignment, tuple as return value; Dictionaries: operations and methods;
advanced list processing – list comprehension; Illustrative programs: simple sorting, histogram, Students marks statement, Retail bill preparation.

UNIT V FILES, MODULES, PACKAGES 

Files and exception: text files, reading and writing files, format operator; command line arguments, errors and exceptions, handling exceptions, modules, packages; Illustrative programs: word count,
copy file, Voter’s age validation, Marks range validation (0-100).

TOTAL : 45 PERIODS

COURSE OUTCOMES:

Upon completion of the course, students will be able to
CO1: Develop algorithmic solutions to simple computational problems.
CO2: Develop and execute simple Python programs.
CO3: Write simple Python programs using conditionals and looping for solving problems.
CO4: Decompose a Python program into functions.
CO5: Represent compound data using Python lists, tuples, dictionaries etc.
CO6: Read and write data from/to files in Python programs.

TEXT BOOKS: GE3151 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING

1. Allen B. Downey, “Think Python: How to Think like a Computer Scientist”, 2nd Edition, O’Reilly Publishers, 2016.
2. Karl Beecher, “Computational Thinking: A Beginner's Guide to Problem Solving and programming”, 1st Edition, BCS Learning & Development Limited, 2017.

REFERENCES: GE3151 Syllabus PSPP

1. Paul Deitel and Harvey Deitel, “Python for Programmers”, Pearson Education, 1st Edition, 2021.
2. G Venkatesh and Madhavan Mukund, “Computational Thinking: A Primer for Programmers and Data Scientists”, 1st Edition, Notion Press, 2021.
3. John V Guttag, "Introduction to Computation and Programming Using Python: With Applications to Computational Modeling and Understanding Data‘‘, Third Edition, MIT Press
2021 GE3151 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING
4. Eric Matthes, “Python Crash Course, A Hands – on Project Based Introduction to Programming”, 2nd Edition, No Starch Press, 2019.
5. https://www.python.org/
6. Martin C. Brown, “Python: The Complete Reference”, 4th Edition, Mc-Graw Hill, 2018.

Subject name PROBLEM SOLVING AND PYTHON PROGRAMMING
Subject Code GE3151
Semester 1
Regulation 2021 Regulation

GE3151 Syllabus PROBLEM SOLVING AND PYTHON PROGRAMMING Click Here To Download

GE3151 Notes PROBLEM SOLVING AND PYTHON PROGRAMMING

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GE3151 Question Bank PROBLEM SOLVING AND PYTHON PROGRAMMING

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CY3151 Syllabus ENGINEERING CHEMISTRY Regulation 2021 Anna University

CY3151 Syllabus ENGINEERING CHEMISTRY

CY3151 Syllabus ENGINEERING CHEMISTRY Regulation 2021 Anna University free download. ENGINEERING CHEMISTRY Syllabus CY3151 pdf download free.

COURSE OBJECTIVES:
􀁸 To inculcate sound understanding of water quality parameters and water treatment techniques.
􀁸 To impart knowledge on the basic principles and preparatory methods of nanomaterials.
􀁸 To introduce the basic concepts and applications of phase rule and composites.
􀁸 To facilitate the understanding of different types of fuels, their preparation, properties and
combustion characteristics.
􀁸 To familiarize the students with the operating principles, working processes and applications
of energy conversion and storage devices.

UNIT I WATER AND ITS TREATMENT 

Water: Sources and impurities, Water quality parameters: Definition and significance of-color, odour, turbidity, pH, hardness, alkalinity, TDS, COD and BOD, flouride and arsenic. Municipal water
treatment: primary treatment and disinfection (UV, Ozonation, break-point chlorination). Desalination of brackish water: Reverse Osmosis. Boiler troubles: Scale and sludge, Boiler corrosion, Caustic embrittlement, Priming &foaming. Treatment of boiler feed water: Internal treatment (phosphate, colloidal, sodium aluminate and calgon conditioning) and External treatment – Ion exchange demineralization and zeolite process.

UNIT II NANOCHEMISTRY CY3151 Syllabus ENGINEERING CHEMISTRY

Basics: Distinction between molecules, nanomaterials and bulk materials; Size-dependent properties (optical, electrical, mechanical and magnetic); Types of nanomaterials: Definition, properties and uses of – nanoparticle, nanocluster, nanorod, nanowire and nanotube. Preparation of nanomaterials: sol-gel, solvothermal, laser ablation, chemical vapour deposition, electrochemical deposition and electro spinning. Applications of nanomaterials in medicine, agriculture, energy, electronics and catalysis.

UNIT III PHASE RULE AND COMPOSITES

Phase rule: Introduction, definition of terms with examples. One component system – water system; Reduced phase rule; Construction of a simple eutectic phase diagram – Thermal analysis; Two component system: lead-silver system – Pattinson process.
Composites: Introduction: Definition & Need for composites; Constitution: Matrix materials (Polymer matrix, metal matrix and ceramic matrix) and Reinforcement (fiber, particulates, flakes and
whiskers). Properties and applications of: Metal matrix composites (MMC), Ceramic matrix composites and Polymer matrix composites. Hybrid composites – definition and examples.

UNIT IV FUELS AND COMBUSTION CY3151 Syllabus ENGINEERING CHEMISTRY

Fuels: Introduction: Classification of fuels; Coal and coke: Analysis of coal (proximate and ultimate), Carbonization, Manufacture of metallurgical coke (Otto Hoffmann method). Petroleum and Diesel:
Manufacture of synthetic petrol (Bergius process), Knocking – octane number, diesel oil – cetane number; Power alcohol and biodiesel. Combustion of fuels: Introduction: Calorific value – higher and lower calorific values, Theoretical calculation of calorific value; Ignition temperature: spontaneous ignition temperature, Explosive
range; Flue gas analysis – ORSAT Method. CO2 emission and carbon foot print.

UNIT V ENERGY SOURCES AND STORAGE DEVICES

Stability of nucleus: mass defect (problems), binding energy; Nuclear energy: light water nuclear power plant, breeder reactor. Solar energy conversion: Principle, working and applications of solar cells; Recent developments in solar cell materials. Wind energy; Geothermal energy; Batteries: Types of batteries, Primary battery – dry cell, Secondary battery – lead acid battery and lithium-ionbattery; Electric vehicles – working principles; Fuel cells: H2-O2 fuel cell, microbial fuel cell; Supercapacitors: Storage principle, types and examples.

TOTAL: 45 PERIODS

COURSE OUTCOMES CY3151 Syllabus ENGINEERING CHEMISTRY

At the end of the course, the students will be able:
􀁸 To infer the quality of water from quality parameter data and propose suitable treatment methodologies to treat water.
􀁸 To identify and apply basic concepts of nanoscience and nanotechnology in designing the synthesis of nanomaterials for engineering and technology applications.
􀁸 To apply the knowledge of phase rule and composites for material selection requirements.
􀁸 To recommend suitable fuels for engineering processes and applications.
􀁸 To recognize different forms of energy resources and apply them for suitable applications in energy sectors.

TEXT BOOKS: CY3151 Syllabus ENGINEERING CHEMISTRY

1. P. C. Jain and Monica Jain, “Engineering Chemistry”, 17th Edition, Dhanpat Rai Publishing Company (P) Ltd, New Delhi, 2018.
2. Sivasankar B., “Engineering Chemistry”, Tata McGraw-Hill Publishing Company Ltd, New Delhi, 2008.
3. S.S. Dara, “A Text book of Engineering Chemistry”, S. Chand Publishing, 12th Edition, 2018.

REFERENCES:
1. B. S. Murty, P. Shankar, Baldev Raj, B. B. Rath and James Murday, “Text book of nanoscience and nanotechnology”, Universities Press-IIM Series in Metallurgy and Materials Science, 2018.
2. O.G. Palanna, “Engineering Chemistry” McGraw Hill Education (India) Private Limited, 2nd Edition, 2017.
3. Friedrich Emich, “Engineering Chemistry”, Scientific International PVT, LTD, New Delhi, 2014.
4. ShikhaAgarwal, “Engineering Chemistry-Fundamentals and Applications”, Cambridge University Press, Delhi, Second Edition, 2019.
5. O.V. Roussak and H.D. Gesser, Applied Chemistry-A Text Book for Engineers and Technologists, Springer Science Business Media, New York, 2nd Edition, 2013.

Subject name ENGINEERING CHEMISTRY
Subject Code CY3151
Semester 1
Regulation 2021 Regulation

CY3151 Syllabus ENGINEERING CHEMISTRY Click Here To Download

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CY3151 Important Questions ENGINEERING CHEMISTRY

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PH3151 Syllabus ENGINEERING PHYSICS Regulation 2021 Anna University

PH3151 Syllabus ENGINEERING PHYSICS

PH3151 Syllabus ENGINEERING PHYSICS Regulation 2021 Anna University free download. ENGINEERING PHYSICS Syllabus PH3151 pdf download free.

COURSE OBJECTIVES
􀁸 To make the students effectively to achieve an understanding of mechanics.
􀁸 To enable the students to gain knowledge of electromagnetic waves and its applications.
􀁸 To introduce the basics of oscillations, optics and lasers.
􀁸 Equipping the students to be successfully understand the importance of quantum physics.
􀁸 To motivate the students towards the applications of quantum mechanics.

UNIT I MECHANICS
Multi-particle dynamics: Center of mass (CM) – CM of continuous bodies – motion of the CM – kinetic energy of system of particles. Rotation of rigid bodies: Rotational kinematics – rotational kinetic energy and moment of inertia – theorems of M .I –moment of inertia of continuous bodies –
M.I of a diatomic molecule – torque – rotational dynamics of rigid bodies – conservation of angular momentum – rotational energy state of a rigid diatomic molecule – gyroscope – torsional pendulum – double pendulum –Introduction to nonlinear oscillations.

UNIT II ELECTROMAGNETIC WAVES PH3151 Syllabus ENGINEERING PHYSICS
The Maxwell’s equations – wave equation; Plane electromagnetic waves in vacuum, Conditions on the wave field – properties of electromagnetic waves: speed, amplitude, phase, orientation and waves in matter – polarization – Producing electromagnetic waves – Energy and momentum in EM
waves: Intensity, waves from localized sources, momentum and radiation pressure – Cell-phone reception. Reflection and transmission of electromagnetic waves from a non-conducting mediumvacuum
interface for normal incidence.

UNIT III OSCILLATIONS, OPTICS AND LASERS
Simple harmonic motion – resonance –analogy between electrical and mechanical oscillating systems – waves on a string – standing waves – traveling waves – Energy transfer of a wave – sound waves – Doppler effect. Reflection and refraction of light waves – total internal reflection – interference –Michelson interferometer –Theory of air wedge and experiment.􀍒Theory of laser – characteristics – Spontaneous and stimulated emission – Einstein’s coefficients – population inversion – Nd-YAG laser, PH3151 Syllabus ENGINEERING PHYSICS
CO2 laser, semiconductor laser –Basic applications of lasers in industry.

UNIT IV BASIC QUANTUM MECHANICS
Photons and light waves – Electrons and matter waves –Compton effect – The Schrodinger equation (Time dependent and time independent forms) – meaning of wave function – Normalization –Free particle – particle in a infinite potential well: 1D,2D and 3D Boxes- Normalization, probabilities and the correspondence principle.

UNIT V APPLIED QUANTUM MECHANICS PH3151 Syllabus ENGINEERING PHYSICS
The harmonic oscillator(qualitative)- Barrier penetration and quantum tunneling(qualitative)- Tunneling microscope – Resonant diode – Finite potential wells (qualitative)- Bloch’s theorem for particles in a periodic potential –Basics of Kronig-Penney model and origin of energy bands.

TOTAL : 45 PERIODS

COURSE OUTCOMES
After completion of this course, the students should be able to
􀁸 Understand the importance of mechanics.
􀁸 Express their knowledge in electromagnetic waves.
􀁸 Demonstrate a strong foundational knowledge in oscillations, optics and lasers.
􀁸 Understand the importance of quantum physics.
􀁸 Comprehend and apply quantum mechanical principles towards the formation of energy
bands.

TEXT BOOKS: PH3151 Syllabus ENGINEERING PHYSICS

1. D.Kleppner and R.Kolenkow. An Introduction to Mechanics. McGraw Hill Education (Indian
Edition), 2017. 􀍒
2. E.M.Purcell and D.J.Morin, Electricity and Magnetism, Cambridge Univ.Press, 2013.
3. Arthur Beiser, Shobhit Mahajan, S. Rai Choudhury, Concepts of Modern Physics, McGraw-Hill
(Indian Edition), 2017.

REFERENCES:
1. R.Wolfson. Essential University Physics. Volume 1 & 2. Pearson Education (Indian Edition),
2009.􀍒
2. Paul A. Tipler, Physic – Volume 1 & 2, CBS, (Indian Edition), 2004.
3. K.Thyagarajan and A.Ghatak. Lasers: Fundamentals and Applications, Laxmi Publications,
(Indian Edition), 2019.
4. D.Halliday, R.Resnick and J.Walker. Principles of Physics, Wiley (Indian Edition), 2015.
5. N.Garcia, A.Damask and S.Schwarz. Physics for Computer Science Students. Springer-
Verlag, 2012.

Subject name ENGINEERING PHYSICS
Subject Code PH3151
Semester 1
Regulation 2021 Regulation

PH3151 Syllabus ENGINEERING PHYSICS Click Here To Download

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HS3151 Syllabus PROFESSIONAL ENGLISH – I Regulation 2021 Anna University

HS3151 Syllabus PROFESSIONAL ENGLISH – I

HS3151 Syllabus PROFESSIONAL ENGLISH – I Regulation 2021 Anna University free download. PROFESSIONAL ENGLISH – I Syllabus HS3151 pdf download free.

COURSE OBJECTIVES:

􀁸 To improve the communicative competence of learners
􀁸 To help learners use language effectively in academic /work contexts
􀁸 To build on students’ English language skills by engaging them in listening, speaking and
grammar learning activities that are relevant to authentic contexts.
􀁸 To develop learners’ ability to read and write complex texts, summaries, articles, blogs,
definitions, essays and user manuals.
􀁸 To use language efficiently in expressing their opinions via various media.

INTRODUCTION TO EFFECTIVE COMMUNICATION 1

􀁸 What is effective communication? (There are many interesting activities for this.)
􀁸 Why is communication critical for excellence during study, research and work? HS3151 Syllabus PROFESSIONAL ENGLISH – I
􀁸 What are the seven C’s of effective communication?
􀁸 What are key language skills?
􀁸 What is effective listening? What does it involve?
􀁸 What is effective speaking?
􀁸 What does it mean to be an excellent reader? What should you be able to do?
􀁸 What is effective writing?
􀁸 How does one develop language and communication skills?
􀁸 What does the course focus on? How are communication and language skills going to be
enhanced during this course? What do you as a learner need to do to enhance your English
language and communication skills to get the best out of this course?

UNIT I INTRODUCTION TO FUNDAMENTALS OF COMMUNICATION HS3151 Syllabus PROFESSIONAL ENGLISH – I

Listening –for general information-specific details- conversation: Introduction to classmates – Audio / video (formal & informal); Telephone conversation; Listening to voicemail & messages; Listening
and filling a form Speaking – Self Introduction; Introducing a friend; Conversation – politeness strategies; Telephone
conversation; Leave a voicemail; Leave a message with another person; asking for information to fill details in a form.
Reading – Reading brochures (technical context), telephone messages / social media messages relevant to technical contexts and emails. Writing – Writing emails / letters introducing oneself
Grammar – Present Tense (simple and progressive); Question types: Wh/ Yes or No/ and Tags Vocabulary – Synonyms; One word substitution; Abbreviations & Acronyms (as used in technical
contexts).

UNIT II NARRATION AND SUMMATION 12

Listening – Listening to podcast, anecdotes / stories / event narration; documentaries and interviews with celebrities. Speaking – Narrating personal experiences / events; Interviewing a celebrity; Reporting / and summarizing of documentaries / podcasts/ interviews.
Reading – Reading biographies, travelogues, newspaper reports, Excerpts from literature, and travel & technical blogs.
Writing – Guided writing– Paragraph writing Short Report on an event (field trip etc.) Grammar –Past tense (simple); Subject-Verb Agreement; and Prepositions Vocabulary – Word forms (prefixes& suffixes); Synonyms and Antonyms. Phrasal verbs.

UNIT III DESCRIPTION OF A PROCESS / PRODUCT 12

Listening – Listen to a product and process descriptions; a classroom lecture; and advertisements about a products. Speaking – Picture description; giving instruction to use the product; Presenting a product; and Summarizing a lecture. Reading – Reading advertisements, gadget reviews; user manuals. Writing – Writing definitions; instructions; and Product /Process description.

Grammar – Imperatives; Adjectives; Degrees of comparison; Present & Past Perfect Tenses. Vocabulary – Compound Nouns, Homonyms; and Homophones, discourse markers (connectives & sequence words)

UNIT IV CLASSIFICATION AND RECOMMENDATIONS HS3151 Syllabus PROFESSIONAL ENGLISH – I

Listening – Listening to TED Talks; Scientific lectures; and educational videos. Speaking – Small Talk; Mini presentations and making recommendations. Reading – Newspaper articles; Journal reports –and Non Verbal Communication (tables, pie charts etc,.)
Writing – Note-making / Note-taking (*Study skills to be taught, not tested; Writing recommendations; Transferring information from nonverbal (chart, graph etc, to verbal mode) Grammar – Articles; Pronouns – Possessive & Relative pronouns.
Vocabulary – Collocations; Fixed / Semi fixed expressions.

UNIT V EXPRESSION HS3151 Syllabus PROFESSIONAL ENGLISH – I

Listening – Listening to debates/ discussions; different viewpoints on an issue; and panel discussions. Speaking –group discussions, Debates and Expressing opinions through Simulations & Role play.
Reading – Reading editorials; and Opinion Blogs;
Writing – Essay Writing (Descriptive or narrative).
Grammar – Future Tenses, Punctuation; Negation (Statements & Questions); and Simple, Compound & Complex Sentences.
Vocabulary – Cause & Effect Expressions – Content vs Function words.

TOTAL: 60 PERIODS

COURSE OUTCOMES:

At the end of the course, learners will be able
􀁸 To listen and comprehend complex academic texts
􀁸 To read and infer the denotative and connotative meanings of technical texts
􀁸 To write definitions, descriptions, narrations and essays on various topics HS3151 Syllabus PROFESSIONAL ENGLISH – I
􀁸 To speak fluently and accurately in formal and informal communicative contexts
􀁸 To express their opinions effectively in both oral and written medium of communication

TEXT BOOKS: HS3151 Syllabus PROFESSIONAL ENGLISH – I

1. English for Engineers & Technologists Orient Blackswan Private Ltd. Department of English, Anna University, (2020 edition)
2. English for Science & Technology Cambridge University Press, 2021. Authored by Dr. Veena Selvam, Dr. Sujatha Priyadarshini, Dr. Deepa Mary Francis, Dr. KN. Shoba, and Dr. Lourdes Joevani, Department of English, Anna University.

REFERENCES: HS3151 Syllabus PROFESSIONAL ENGLISH – I

1. Technical Communication – Principles And Practices By Meenakshi Raman & Sangeeta Sharma, Oxford Univ. Press, 2016, New Delhi.
2. A Course Book on Technical English By Lakshmi Narayanan, Scitech Publications (India) Pvt. Ltd.
3. English For Technical Communication (With CD) By Aysha Viswamohan, Mcgraw Hill Education, ISBN : 0070264244.
4. Effective Communication Skill, Kulbhusan Kumar, R S Salaria, Khanna Publishing House.
5. Learning to Communicate – Dr. V. Chellammal, Allied Publishing House, New Delhi, 2003.

Subject name PROFESSIONAL ENGLISH – I
Subject Code HS3151
Semester 1
Regulation 2021 Regulation

HS3151 Syllabus PROFESSIONAL ENGLISH – I Click Here To Download

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MA3151 Syllabus Matrix and Calculus Regulation 2021 Anna University

MA3151 Syllabus Matrix and Calculus

MA3151 Syllabus Matrix and Calculus Regulation 2021 Anna University free download. Matrix and Calculus Syllabus MA3151 pdf download free.

COURSE OBJECTIVES:
􀁸 To develop the use of matrix algebra techniques that is needed by engineers for practical applications.
􀁸 To familiarize the students with differential calculus.
􀁸 To familiarize the student with functions of several variables. This is needed in many branches of engineering.
􀁸 To make the students understand various techniques of integration.
􀁸 To acquaint the student with mathematical tools needed in evaluating multiple integrals and their applications.

UNIT – I MATRICES 
Eigenvalues and Eigenvectors of a real matrix – Characteristic equation – Properties of Eigenvalues and Eigenvectors – Cayley – Hamilton theorem – Diagonalization of matrices by orthogonal
transformation – Reduction of a quadratic form to canonical form by orthogonal transformation – Nature of quadratic forms – Applications: Stretching of an elastic membrane.

UNIT – II DIFFERENTIAL CALCULUS  MA3151 Syllabus Matrix and Calculus
Representation of functions – Limit of a function – Continuity – Derivatives – Differentiation rules (sum, product, quotient, chain rules) – Implicit differentiation – Logarithmic differentiation – Applications :
Maxima and Minima of functions of one variable.

UNIT – III FUNCTIONS OF SEVERAL VARIABLES MA3151 Syllabus Matrix and Calculus

Partial differentiation – Homogeneous functions and Euler’s theorem – Total derivative – Change of variables – Jacobians – Partial differentiation of implicit functions – Taylor’s series for functions of
two variables – Applications : Maxima and minima of functions of two variables and Lagrange’s method of undetermined multipliers.

UNIT – IV INTEGRAL CALCULUS MA3151 Syllabus Matrix and Calculus

Definite and Indefinite integrals – Substitution rule – Techniques of Integration: Integration by parts, Trigonometric integrals, Trigonometric substitutions, Integration of rational functions by partial
fraction, Integration of irrational functions – Improper integrals – Applications : Hydrostatic force and pressure, moments and centres of mass.

UNIT – V MULTIPLE INTEGRALS 

Double integrals – Change of order of integration – Double integrals in polar coordinates – Area enclosed by plane curves – Triple integrals – Volume of solids – Change of variables in double and triple integrals – Applications : Moments and centres of mass, moment of inertia.

TOTAL: 60 PERIODS

COURSE OUTCOMES:

At the end of the course the students will be able to
􀁸 Use the matrix algebra methods for solving practical problems.
􀁸 Apply differential calculus tools in solving various application problems.
􀁸 Able to use differential calculus ideas on several variable functions.
􀁸 Apply different methods of integration in solving practical problems.
􀁸 Apply multiple integral ideas in solving areas, volumes and other practical problems.

TEXT BOOKS: MA3151 Syllabus Matrix and Calculus

1. Kreyszig.E, “Advanced Engineering Mathematics”, John Wiley and Sons, 10th Edition, New Delhi, 2016.
2. Grewal.B.S., “Higher Engineering Mathematics”, Khanna Publishers, New Delhi, 44th Edition, 2018.
3. James Stewart, “Calculus : Early Transcendentals”, Cengage Learning, 8th Edition, New Delhi, 2015. [For Units II & IV – Sections 1.1, 2.2, 2.3, 2.5, 2.7 (Tangents problems only), 2.8, 3.1 to 3.6, 3.11, 4.1, 4.3, 5.1 (Area problems only), 5.2, 5.3, 5.4 (excluding net change theorem), 5.5, 7.1 – 7.4 and 7.8].

REFERENCES : MA3151 Syllabus Matrix and Calculus

1. Anton. H, Bivens. I and Davis. S, ” Calculus “, Wiley, 10th Edition, 2016
2. Bali. N., Goyal. M. and Watkins. C., “Advanced Engineering Mathematics”, Firewall Media (An imprint of Lakshmi Publications Pvt., Ltd.,), New Delhi, 7th Edition, 2009.
3. Jain. R.K. and Iyengar. S.R.K., “Advanced Engineering Mathematics”, Narosa Publications, New Delhi, 5th Edition, 2016.
4. Narayanan. S. and Manicavachagom Pillai. T. K., “Calculus” Volume I and II, S. Viswanathan Publishers Pvt. Ltd., Chennai, 2009.
5. Ramana. B.V., “Higher Engineering Mathematics”, McGraw Hill Education Pvt. Ltd, New Delhi, 2016.
6. Srimantha Pal and Bhunia. S.C, “Engineering Mathematics” Oxford University Press, 2015.
7. Thomas. G. B., Hass. J, and Weir. M.D, “Thomas Calculus “, 14th Edition, Pearson India, 2018.

Subject name Matrix and Calculus
Subject Code MA3151
Semester 1
Regulation 2021 Regulation

MA3151 Syllabus Matrix and Calculus Click Here To Download

MA3151 Syllabus Matrix and Calculus

MA3151 Notes Matrix and Calculus 

MA3151 Important Questions Matrix and Calculus

MA3151 Question Bank Matrix and Calculus

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Regulation 2021 Anna University Syllabus

Anna University Syllabus Regulation 2021 for All Department and all Semesters. Regulation 2021 Syllabus Anna University Free PDF

The Syllabus is provided Department wise in the below:-

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Information Technology Download
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Electronics and Communication Engg Download

List of All Departments

1. Aeronautical Engineering Download
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4. Artificial Intelligence and Data Science Download
5. Automobile Engineering Download
6. B. Arch Download
7. Biomedical Engineering Download
8. Biotechnology Download
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10. Chemical & Electrochemical Engg Download
11. Chemical Engineering Download
12. Civil Engineering Download
13. Computer and Communication Engg Download
14. Computer Science and Business Systems Download
15. Computer Science and Design Download
16. Computer Science and Engineering Download
17. Computer Science and Engineering (Artificial Intelligence and Machine Learning) Download
18. Computer Science and Engineering (Cyber Security) Download
19. Electrical and Electronics Engineering Download
20. Electronics and Communication Engg Download
21. Electronics and Instrumentation Engg Download
22. Electronics and TeleCommunication Engg Download
23. Environmental Engineering Download
24. Fashion Technology Download
25. Food Technology Download
26. Geo Informatics Engineering Download
27. Handloom and Textile Technology Download
28. Industrial Engineering Download
29. Industrial Engineering and Management Download
30. Information Technology Download
31. Instrumentation and Control Engineering Download
32. Manufacturing Engineering Download
33. Marine Engineering Download
34. Material Science and Engg Download
35. Mechanical and Automation Engg Download
36. Mechanical Engineering Download
37. Mechanical Engineering (Sandwich) Download
38. Mechatronics Engineering Download
39. Medical Electronics Download
40. Petrochemical Engineering Download
41. Petrochemical Technology Download
42. Petroleum Engineering Download
43. Pharmaceutical Technology Download
44. Plastic Technology Download
45. Production Engineering Download
46. Robotics and Automation Download
47. Safety and Fire Engineering Download
48. Textile Chemistry Download
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Anna University Syllabus for Regulation 2021: Everything You Need to Know

Anna University is a prestigious university located in Tamil Nadu, India, that offers a wide range of undergraduate and postgraduate courses in engineering, technology, and management. As a leading institution, Anna University periodically updates its syllabus to keep up with the latest developments in the respective fields of study. This article provides an overview of the Anna University Syllabus for Regulation 2021.

What is Anna University Regulation 2021?

Anna University Regulation 2021 is the latest syllabus for undergraduate and postgraduate courses offered by Anna University. It contains detailed information on the courses, topics, and assessments that students need to cover during their studies. The Regulation 2021 syllabus aims to equip students with the necessary skills and knowledge to succeed in their chosen fields of study.

Courses Offered under Anna University Regulation 2021

Anna University offers a wide range of courses under Regulation 2021. Some of the popular courses are:

  1. Bachelor of Engineering (B.E.)
  2. Bachelor of Technology (B.Tech.)
  3. Master of Engineering (M.E.)
  4. Master of Technology (M.Tech.)
  5. Master of Business Administration (MBA)
  6. Master of Computer Application (MCA)

Each course has a unique syllabus, which is designed to provide a comprehensive understanding of the subject matter. Students can obtain the syllabus for their respective courses from the Anna University website or the official portal of their college.

Syllabus for Anna University Regulation 2021

The syllabus for Anna University Regulation 2021 is divided into two parts: theory and practical. The theory syllabus comprises topics that students need to learn through classroom lectures, assignments, and self-study. The practical syllabus includes laboratory experiments and hands-on training that help students gain practical knowledge.

The syllabus for Anna University Regulation 2021 is designed to be student-friendly and easily understandable. It includes a detailed description of the topics covered in each subject, along with the number of credits assigned to each topic. The syllabus also includes a list of recommended textbooks, reference books, and online resources that students can use to enhance their understanding of the subject matter.

Assessment and Grading under Anna University Regulation 2021

Under Anna University Regulation 2021, students are assessed through a combination of internal assessments and end-semester examinations. The internal assessment is conducted by the respective college and comprises continuous evaluation through assignments, quizzes, and class participation. The end-semester examination is conducted by Anna University and carries the majority of the weightage in the final grade.

The grading system under Anna University Regulation 2021 is based on the Cumulative Grade Point Average (CGPA). The CGPA is calculated by dividing the total number of grade points obtained by the total number of credits earned. The grading system ranges from O (Outstanding) to F (Fail), with each grade point assigned a specific range.

Conclusion

Anna University Regulation 2021 is a comprehensive syllabus that provides a detailed overview of the courses, topics, and assessments for undergraduate and postgraduate students. The syllabus is designed to provide students with the necessary skills and knowledge to succeed in their chosen fields of study. With this article, we hope that you have a better understanding of the Anna University Syllabus for Regulation 2021.

 

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