Saturday, February 11, 2023

Machine Learning

Machine Learning

Subject Code: 20A05602T

 

UNIT I – Introduction to Machine Learning &

Preparing to Model

Introduction

      Introduction to Machine Learning

      The types of machine learning

      The evolution of machine learning

 

Introduction to Machine Learning

 

      The machine learning is a mature technology area finding its application in almost every where in life.

      It predicts the future market to help unprofessional traders compete with seasoned stock traders.

      It helps an oncologist find whether a tumor is mild or serious .

      It helps in optimizing energy consumption thus helping the cause of Green Earth.

      Google has become one of the front-runners focusing a lot of its research on machine learning and artificial intelligence –

      Google self-driving car and Google Brain being two most ambitious projects of Google in its journey of innovation in the field of machine learning.

 

Machine Learning

      Machine learning is a branch of Artificial Intelligence (AI) And Computer Science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

by IBM

 

Types of Machine Learning

      Machine learning algorithms are classified by four basic approaches, based on how an algorithm learns to become more accurate in its predictions.

      Supervised Learning, 

      Unsupervised Learning,

      Semi-supervised Learning and

      Reinforcement Learning.

 

The evolution of machine learning






Friday, February 3, 2023

Software Architecture-ROBOTICS-Artificial Intelligence-20A05502T-UNIT V

Artificial Intelligence, Robotic Software Architecture is one of the important topic from 5th unit. Have a look the given video lecture and make use of it.

Tuesday, January 31, 2023

M.E./M.Tech - University Question Papers

Jawaharlal Nehru Technological University, Anantapur

University Question Papers

M.E. / M.Tech - Computer Science and Engineering


Advances in Software Testing

Advanced Software Testing Jan/Feb 2020



Advanced Data Structures and Algorithms

Software Patterns



Linux Programming and OOPs

Fundamentals of Data Science



Embedded C

Distributed Systems

Big Data Analytics July/Aug 2019 (R17)



Cloud Computing July/Aug 2019 (R17)


Cloud Computing Aug/Sep 2018 (R17)



Research Methodology



Data Warehousing & Mining May/June 2018




Friday, January 27, 2023

B.E. / B.Tech - CSE - III Year University Questions Papers

Jawaharlal Nehru Technological University, Anantapur

Depatment of Computer Science and Engineering

University Question Papers

I Year

Computer Programming 

II Year

Discrete Mathematics & Graph Theory

Digital Electronics & Microprocessors

Data Structures

Advanced Data Structures & Algorithms

Object Oriented Programming Through Java

Computer Organization

Deterministic & Stochastic Statistical Methods

Database Management Systems

Web and Internet Technologies

R15 - JNTUA - DBMS Question Paper





Operating Systems - R15 - Nov-Dec-2019




Software Engineering 

Business Environment

III Year

Computer Networks - R15-Nov,Dec-2019


Artificial Intelligence Dec 2019


Artificial Intelligence May/June 2019

Artificial Intelligence Dec/Jan 2019


Formal Languages and Automata Theory

Software Project Management

Building Technology

Compiler Design - Nov-Dec-2019



Machine Learning

Internet of Things

Software Testing Methodologies

Software Testing

Introduction to Big Data

Computer Organization and Architecture

IV Year

Cloud Computing

Software Project Management

Cryptography & Network Security

Deep Learning

Management Science

Mobile Application Development

Evaluation of Industry Internship

Software Architecture

Software Architecture and Design Patterns

Data Warehousing and Mining




Distributed Systems

Grid and Cloud Computing - R15 - Nov-Dec/2019

Software Architecture and Design - R15-Nov-Dec-2019



COURSES OFFERED FOR HONOURS DEGREE IN CSE

Privacy preserving and Data Publishing

NoSQL Databases

Software Defined Data Center

Robotics and Intelligent Systems


Monday, January 23, 2023

Jawaharlal Nehru Technological University, Anantapur - (JNTUA)

University Question Paper

CSE - R20 - III Year - 1st Semester
Artificial Intelligence




WHAT IS MACHINE LEARNING- Machine Learning-Unit-1-20A05602T

for more information see the below video lecture.