Diploma Programmes offered at LPU
Diploma (Engg.) Automobile Engg. (AE) [Lateral Entry]
Diploma (Engg.) Civil Engg. (CE) [Lateral Entry]
Diploma (Engg.) Civil Engineering (CE)
Diploma (Engg.) Computer Sc. & Engg. (CSE) [Lateral Entry]
Diploma (Engg.) Computer Science and Engineering (CSE)
Diploma (Engg.) Electrical Engg. (EE) [Lateral Entry]
Diploma (Engg.) Electrical Engineering (EE)
Diploma (Engg.) Electronics & Comm. Engg. (ECE) [Lateral Entry]
Diploma (Engg.) Electronics and Communication Engineering (ECE)
Diploma (Engg.) Mechanical Engg. (ME) [Lateral Entry]
Diploma (Engg.) Mechanical Engineering (ME)
Diploma in Architectural Assistantship
Diploma in Architectural Assistantship [Lateral Entry]
Diploma in Business Administration
Diploma in Medical Lab. Technology (DMLT)
Dual Programme Diploma (Engg) - B.Tech. (Electrical Engineering)
Dual Programme Diploma (Engg.) - B.Tech. (Civil Engineering)
Dual Programme Diploma (Engg.) - B.Tech. (Computer Science & Engineering)
Dual Programme Diploma (Engg.) - B.Tech. (Electronics & Communication Engineering)
Dual Programme Diploma (Engg.) - B.Tech. (Mechanical Engineering)
Dual Programme Diploma in Architectural Assistantship - B.Tech. (Civil Engineering)
Dual Programme Diploma in Architectural Assistantship – B.Design (Interior and Furniture)
Dual Programme DMLT - B.Sc. (Medical Lab. Technology)
Master of Business Administration(MBA) JNTU
There are wide opportunities for MBA degree holders in not only the business sectors and also in public, government, private industry, running a family business, etc.
Data mining Syllabus for B.Tech 3rd Year |JNTU|
List of Reference Books for Data Mining- B.Tech 3rd Year
- Introduction to Data Mining: Pang-Ning Tan & Michael Steinbach, Vipin Kumar, Pearson.
- Data Mining concepts and Techniques, 3/e, Jiawei Han, Michel Kamber, Elsevier.
- The Data Mining Techniques and Applications: An Introduction, Hongbo Du, Cengage Learning.
- Data Mining : Vikram Pudi and P. Radha Krishna, Oxford.
- Data Mining and Analysis – Fundamental Concepts and Algorithms; Mohammed J. Zaki, Wagner Meira, Jr, Oxford
- Data Warehousing Data Mining & OLAP, Alex Berson, Stephen Smith, TMH.
Data mining Syllabus for B.Tech 3rd Year
• Students will be enabled to understand and implement classical models and algorithms in data warehousing and data mining.
• They will learn how to analyze the data, identify the problems, and choose the relevant models and algorithms to apply.
• They will further be able to assess the strengths and weaknesses of various methods and algorithms and to analyze their behavior.
UNIT –I:
Introduction: Why Data Mining? What Is Data Mining?1.3 What Kinds of Data Can Be Mined?1.4 What Kinds of Patterns Can Be Mined? Which Technologies Are Used? Which Kinds of Applications Are Targeted? Major Issues in Data Mining. Data Objects and Attribute Types, Basic Statistical Descriptions of Data, Data Visualization, Measuring Data Similarity and DissimilarityUNIT –II:
Data Pre-processing: Data Preprocessing: An Overview, Data Cleaning, Data Integration, Data Reduction, Data Transformation, and Data DiscretizationUNIT –III:
Classification: Basic Concepts, General Approach to solving a classification problem, Decision Tree Induction: Working of Decision Tree, building a decision tree, methods for expressing attribute test conditions, measures for selecting the best split, Algorithm for decision tree induction.UNIT –IV:
Classification: Alternative Techniques, Bayes’ Theorem, Naïve Bayesian Classification, Bayesian Belief NetworksUNIT –V:
Association Analysis: Basic Concepts and Algorithms: Problem Defecation, Frequent Item Set generation, Rule generation, compact representation of frequent item sets, FP-Growth Algorithm. (Tan & Vipin)UNIT –VI:
Cluster Analysis: Basic Concepts and Algorithms: Overview: What Is Cluster Analysis? Different Types of Clustering, Different Types of Clusters; K-means: The Basic K-means Algorithm, K-means Additional Issues, Bisecting K-means, Strengths, and Weaknesses;Agglomerative Hierarchical Clustering: Basic Agglomerative Hierarchical Clustering Algorithm DBSCAN: Traditional Density Center-Based Approach, DBSCAN Algorithm, Strengths, and Weaknesses. (Tan & Vipin)
OUTCOMES:
• Understand stages in building a Data Warehouse
• Understand the need and importance of preprocessing techniques
• Understand the need and importance of Similarity and dissimilarity techniques
• Analyze and evaluate the performance of algorithms for Association Rules.
• Analyze Classification and Clustering algorithms
GATE Electrical Engineering Reference Books | AUTHOR| UPDATED CLICK HERE
GATE Electrical Engineering Reference Books
Subject | Book Name | Author |
Electric Circuit and Fields | Fundamentals of Electric Circuits | Charles K. Alexander, Matthew N. O. Sadiku |
Principles of Electromagnetics | Mathew N.O. Sadiku | |
Engineering Electromagnetic | William Hayt | |
Electronic Devices and Circuit Theory | Robert L. Boylestad | |
Network Analysis | Valkenburg Van | |
Signals and System (Communication) | Signal and Systems | Sanjay Sharma, A Nagoorkani |
Signals and Systems, 2/E | Alan V. Oppenheim | |
Electrical Machines | Electric Machines e/4 | D.P. Kothari, I Nagrath |
Electrical Machinery | P. S. Bimbhra | |
Power Systems | Electrical Power Systems | Wadhwa, Ashfaq Husain |
Power System Engineering | D Kothari, I Nagrath | |
Control System | Control Systems | S. Hasan Saeed,Kumar A.A |
Automatic Control Systems | Kuo | |
Modern Control Engineering | Ogata | |
Problems Amp Solutions Control System | Jairath A.K. | |
Linear Control Systems with MATLAB Applications | BS Manke | |
Analog Electronics | Electronic Devices and Circuit Theory | Robert L. Boylestad |
Integrated Electronics: Analog And Digital Circuits And Systems, 2/E | Jacob Millman), Christos Halkias, Chetan Parikh | |
Op-Amps and Linear Integrated Circuits | Gayakwad | |
Microelectronic Circuits: Theory and Applications | Sedra, Smith, Chandorkar | |
Digital Electronics | Digital Logic and Computer Design | M. Morris Mano |
Digital Principles and Applications (SIE) | Leach, Malvino, Saha | |
Fundamentals of Digital Circuits | A. Anand Kumar | |
Microprocessor Architecture, Programming, and Applications with the 8085 6/e | Ramesh Gaonkar | |
Microprocessor 8085 and Its Interfacing | Mathur | |
Power Electronics and Drives | Power Electronics | P. S. Bimbhra |
Fundamentals of Power Electronics and Drives | Abhijit Chakrabarti | |
GATE Electronics Books | A Handbook for Electrical Engineering | Made Easy |
Handbook of Electrical Engineering (Old Edition) | Prashant Bharti | |
GATE Guide Electrical Engg. 2020 | G.K. Publications | |
GATE Tutor: Electrical Engineering | Bhavin Juneja, Prashant Bhart, Gaurav Goel | |
GATE Mentor: Electrical Engineering | G. Naveen Babu | |
GATE Tutor 2020 Electrical Engineering | Arihant Publications | |
GATE Electrical Engineering 2020 | Trishna Knowledge Systems |
About Electrical Engineering in GATE
GATE Electrical Engineering Reference Books: One of the engineering fields is Electrical engineering. It deals with the study & application of Electricity, Electronics, and Electro-magnetism. Electrical Engg has now subdivided into a wide range of other fields including electronics, digital computers, power engineering, telecommunications, control sys, radio-frequency engineering, signal processing, instrumentation & microelectronics. For the preparation in GATE Exam, students should study the reference textbooks. Below are some of the reference books for the GATE Exam preparation. So we are providing the list of reference books for the GATE exam 2018.
B.Tech Reference Books & Authors for All Semesters
B.Tech Reference Books & Authors for All Semesters
- N.D. Bhatt, Panchal, ―Engineering Drawingǁ, Charotar Publishing House, Anand,
India. - Ajeet Sing, ―WorkingwithAutoCAD2000ǁ, Tata McGraw Hill, New Delhi.
- George Omura, ―ABC of Autolispǁ, BPB Publications, New Delhi.
- V. B. John, ―Introduction to Engineering Materials‖, ELBS, 6th edition, 2001.
- G. F. Carter and D. E. Paul, ―Materials Science and Engineeringǁ, ASM International, 3rd edition, 2000.
- T. E. Reed-Hill and R. Abbaschian, ―Physical Metallurgy Principlesǁ, Thomson, 3rd edition, 2003
- B. V. Ramana, “Higher Engineering Mathematics”, Tata McGraw-Hill Publications, New Delhi.
- N. P. Bali, N. Ch. Narayana Iyengar, “A Text Book of Engineering Mathematics”, Laxmi Publications (P) Ltd., New Delhi.
- Advanced Engineering Mathematics by Erwin Kreyszig, John Wiley & Sons, New York.
- A Text-Book of Engineering Mathematics by Peter O’ Neil, Thomson Asia Pte Ltd., Singapore.
- Advanced Engineering Mathematics by C. R. Wylie & L. C. Barrett, Tata Mc Graw-Hill Publishing Company Ltd., New Delhi.
Download B.Tech Study Material & Notes for 1st Year, 2nd Year, 3rd, 4th Year in Pdf
Download B.Tech Study Material & Notes for 1st Year, 2nd Year, 3rd, 4th Year in Pdf | Download Links |
Aerospace Engineering Study material | Download |
System Engineering Study Material | Download |
Network Theory Study Material | Download |
Electronics and Communication Study Material | Download |
Electrical Engineering Study Material | Download |
Electrical Power Transmission and Distribution Study Material | Download |
Control System Engineering Notes Pdf Download | Download |
EEE Study Materials
| |
Control System | Download |
Data Structures | Download |
Electrical Machanies | Download |
Electronics Device Circuits | Download |
Mathematics | Download |
EC Notes pdf | Download |
ECE Study Materials
| |
Electronics Device Circuits | Download |
Mathematics | Download |
PTSP Notes Pdf | Download |
Signals and Systems | Download |
Switching Theory and Logic Design | Download |
Civil Engineering Study Materials
| |
Building Study Materials | Download |
Fluid Mechanic | Download |
Mathematics | Download |
Strength of Materials | Download |
Surveying | Download |
.
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