International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064


Downloads: 129

Research Paper | Computer Science & Engineering | India | Volume 5 Issue 10, October 2016


Study on the Fundamentals of Machine Learning Approach

Zeinab Samdaliri


Abstract: Now Days Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are being utilized into the predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, & document classification. This introductory research offers a detailed & focused treatment of the most vital machine learning approaches is being used into the predictive data analytics, covering both theoretical concepts & practical applications. Technical & mathematical material is augmented with explanatory worked examples, & case studies illustrate the fundamentals of these models into the broader business context. After discussing the trajectory from data to insight to decision, the research describes four approaches to machine learning information-based learning, similarity based of learning, probability based of learning, & error-based learning. Each of these approaches is introduced by the nontechnical details of the given concept. Finally, the study considers techniques for evaluating prediction models & offers two types of the research that define the specific data analytics projects through each phase of development, from the formulating the corporate issues to the implementation of analytics solution.


Keywords: Machine learning, Fundamentals, analytical study, SVM, neural network


Edition: Volume 5 Issue 10, October 2016,


Pages: 991 - 996


How to Cite this Article?

Zeinab Samdaliri, "Study on the Fundamentals of Machine Learning Approach", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=13101602, Volume 5 Issue 10, October 2016, 991 - 996

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Machine learning'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 515 | Weekly Hits: ⮙2 | Monthly Hits: ⮙8

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'analytical study'

Downloads: 106

Research Paper, Computer Science & Engineering, India, Volume 8 Issue 12, December 2019

Pages: 1567 - 1571

Analytical Study of Cloud Computing Databases Performance on the Basis of Expenditure and Implementation Time

Dr. Diwakar Ramanuj Tripathi

Share this Article

Downloads: 114

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1425 - 1427

Analytical Study on Human Texture Skin Diseases

Harminder Kaur, Prabhneet Sandhu, Pallavi Verma

Share this Article

Similar Articles with Keyword 'SVM'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1188 - 1193

Profit Contribution of Bank Customer from Different Business Liabilities

Vinod Desai, Shalini B Ullagaddi, Vittal A Odeyar

Share this Article

Downloads: 6

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 314 - 318

Parkinson Disease Detection Using Machine Learning Algorithms

Yatharth Nakul, Ankit Gupta, Hritik Sachdeva

Share this Article

Similar Articles with Keyword 'neural network'

Downloads: 86 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 421 - 424

Comparative Analysis of AI Techniques in the Prediction of Heart Disease

Irtiqa Dhar

Share this Article

Similar Articles with Keyword 'Machine'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 515 | Weekly Hits: ⮙2 | Monthly Hits: ⮙8

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'learning'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 515 | Weekly Hits: ⮙2 | Monthly Hits: ⮙8

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article
Top