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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | Application and comparison of DeepNet |
| Authors Name: | Shweta Roy |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_193294
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| Published Paper Id: | IJNRD2306009 |
| Published In: | Volume 8 Issue 6, June-2023 |
| DOI: | |
| Abstract: | This manuscript consists of the introduction to Machine Learning. How Machine learning has incorporated into all Social and technical field of everyday world. The concept is not a very new one but to which it has evolved till todays era is very powerful and spellbinding. Additionally, Deep Learning concepts have also been discussed in this manuscript which explain abstraction layer-by-layer Deep Learning has its very wide applications where amount of data is large. Not much details about the algorithms are known but in data science they form antidote. .(by Wikipedia) Emergence of machine learning goes back to 1950 when statistical method was found and refined. Using simple algorithms, ground breaking machine learning research was carried out. In 1980 rediscovery of back propagation (supervised learning) In machine learning resurgence is triggered. In 1990s work of machine learning shifts from knowledge driven approach to data driven approach. Scientist started creating programs to analyse large amount of data and draw conclusion from it and learn from the result. In 2000s unsupervised machine learning techniques use was widespread. In this decade itself TORCH a machine learning library was developed. It was an open source machine learning libraries. Netflix prize competition was open competition launched by Netflix based on collaborative algorithm in 2006. Kaggle a website for machine learning competition was launched immediately after that. It is used to find and publish data set explore and build web based models. In 2016 DEEP FACE a face recognition system was developed by FACEBOOK social networking service. It uses Neural Network which identifies faces with 97% accuracy. There are many more. We see how machine learning has stepped leaps and bound to this level that it is being used in almost every scenario in our world all around. |
| Keywords: | Machine learning, Deep Learning, Feature Extraction, Cross Validation |
| Cite Article: | "Application and comparison of DeepNet ", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 6, page no.a72-a85, June-2023, Available :http://www.ijnrd.org/papers/IJNRD2306009.pdf |
| Downloads: | 000118759 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID:IJNRD2306009 Registration ID: 193294 Published In: Volume 8 Issue 6, June-2023 DOI (Digital Object Identifier): Page No: a72-a85 Country: Ghazizbad, uttar pradesh, India Research Area: Computer Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2306009 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2306009 |
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