Transformer, BERT, and GPT : : Including ChatGPT and Prompt Engineering / / Oswald Campesato.
This book provides a comprehensive group of topics covering the details of the Transformer architecture, BERT models, and the GPT series, including GPT-3 and GPT-4. Spanning across ten chapters, it begins with foundational concepts such as the attention mechanism, then tokenization techniques, explo...
Saved in:
Superior document: | Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 English |
---|---|
VerfasserIn: | |
Place / Publishing House: | Dulles, VA : : Mercury Learning and Information, , [2023] ©2023 |
Year of Publication: | 2023 |
Language: | English |
Series: | MLI Generative AI Series
|
Online Access: | |
Physical Description: | 1 online resource (364 p.) |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
9781683928973 |
---|---|
ctrlnum |
(DE-B1597)658521 (OCoLC)1425556353 |
collection |
bib_alma |
record_format |
marc |
spelling |
Campesato, Oswald, author. aut http://id.loc.gov/vocabulary/relators/aut Transformer, BERT, and GPT : Including ChatGPT and Prompt Engineering / Oswald Campesato. Dulles, VA : Mercury Learning and Information, [2023] ©2023 1 online resource (364 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda MLI Generative AI Series Frontmatter -- Contents -- Preface -- Chapter 1: Introduction -- Chapter 2: Tokenization -- Chapter 3: Transformer Architecture Introduction -- Chapter 4: Transformer Architecture in Greater Depth -- Chapter 5: The BERT Family Introduction -- Chapter 6: The BERT Family in Greater Depth -- Chapter 7: Working with GPT-3 Introduction -- Chapter 8: Working with GPT-3 in Greater Depth -- Chapter 9: ChatGPT and GPT-4 -- Chapter 10: Visualization with Generative AI -- Index restricted access http://purl.org/coar/access_right/c_16ec online access with authorization star This book provides a comprehensive group of topics covering the details of the Transformer architecture, BERT models, and the GPT series, including GPT-3 and GPT-4. Spanning across ten chapters, it begins with foundational concepts such as the attention mechanism, then tokenization techniques, explores the nuances of Transformer and BERT architectures, and culminates in advanced topics related to the latest in the GPT series, including ChatGPT. Key chapters provide insights into the evolution and significance of attention in deep learning, the intricacies of the Transformer architecture, a two-part exploration of the BERT family, and hands-on guidance on working with GPT-3. The concluding chapters present an overview of ChatGPT, GPT-4, and visualization using generative AI. In addition to the primary topics, the book also covers influential AI organizations such as DeepMind, OpenAI, Cohere, Hugging Face, and more. Readers will gain a comprehensive understanding of the current landscape of NLP models, their underlying architectures, and practical applications. Features companion files with numerous code samples and figures from the book. Issued also in print. Mode of access: Internet via World Wide Web. In English. Description based on online resource; title from PDF title page (publisher's Web site, viewed 02. Jun 2024) Artificial intelligence Computer programs. Artificial intelligence. Human-computer interaction. Natural language processing (Computer science). Software engineering. COMPUTERS / General. bisacsh natural language processing, expert systems, visualization, AI, artificial intelligence, deep learning, machine learning, computer science. Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 English 9783111319292 Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 9783111318912 ZDB-23-DGG Title is part of eBook package: De Gruyter EBOOK PACKAGE Engineering, Computer Sciences 2023 English 9783111319124 Title is part of eBook package: De Gruyter EBOOK PACKAGE Engineering, Computer Sciences 2023 9783111318165 ZDB-23-DEI Title is part of eBook package: De Gruyter MLI AI COLLECTION 9783111573533 Title is part of eBook package: De Gruyter MLI ASEE STEM eBook-Package 2024 9783111564340 Title is part of eBook package: De Gruyter MLI and ITGP STEM IT PACKAGE 9783111574073 Title is part of eBook package: De Gruyter Sciendo All Ebooks Trial Collection 2024 9783111502496 EPUB 9781683928966 print 9781683928980 https://doi.org/10.1515/9781683928973 https://www.degruyter.com/isbn/9781683928973 Cover https://www.degruyter.com/document/cover/isbn/9781683928973/original |
language |
English |
format |
eBook |
author |
Campesato, Oswald, Campesato, Oswald, |
spellingShingle |
Campesato, Oswald, Campesato, Oswald, Transformer, BERT, and GPT : Including ChatGPT and Prompt Engineering / MLI Generative AI Series Frontmatter -- Contents -- Preface -- Chapter 1: Introduction -- Chapter 2: Tokenization -- Chapter 3: Transformer Architecture Introduction -- Chapter 4: Transformer Architecture in Greater Depth -- Chapter 5: The BERT Family Introduction -- Chapter 6: The BERT Family in Greater Depth -- Chapter 7: Working with GPT-3 Introduction -- Chapter 8: Working with GPT-3 in Greater Depth -- Chapter 9: ChatGPT and GPT-4 -- Chapter 10: Visualization with Generative AI -- Index |
author_facet |
Campesato, Oswald, Campesato, Oswald, |
author_variant |
o c oc o c oc |
author_role |
VerfasserIn VerfasserIn |
author_sort |
Campesato, Oswald, |
title |
Transformer, BERT, and GPT : Including ChatGPT and Prompt Engineering / |
title_sub |
Including ChatGPT and Prompt Engineering / |
title_full |
Transformer, BERT, and GPT : Including ChatGPT and Prompt Engineering / Oswald Campesato. |
title_fullStr |
Transformer, BERT, and GPT : Including ChatGPT and Prompt Engineering / Oswald Campesato. |
title_full_unstemmed |
Transformer, BERT, and GPT : Including ChatGPT and Prompt Engineering / Oswald Campesato. |
title_auth |
Transformer, BERT, and GPT : Including ChatGPT and Prompt Engineering / |
title_alt |
Frontmatter -- Contents -- Preface -- Chapter 1: Introduction -- Chapter 2: Tokenization -- Chapter 3: Transformer Architecture Introduction -- Chapter 4: Transformer Architecture in Greater Depth -- Chapter 5: The BERT Family Introduction -- Chapter 6: The BERT Family in Greater Depth -- Chapter 7: Working with GPT-3 Introduction -- Chapter 8: Working with GPT-3 in Greater Depth -- Chapter 9: ChatGPT and GPT-4 -- Chapter 10: Visualization with Generative AI -- Index |
title_new |
Transformer, BERT, and GPT : |
title_sort |
transformer, bert, and gpt : including chatgpt and prompt engineering / |
series |
MLI Generative AI Series |
series2 |
MLI Generative AI Series |
publisher |
Mercury Learning and Information, |
publishDate |
2023 |
physical |
1 online resource (364 p.) Issued also in print. |
contents |
Frontmatter -- Contents -- Preface -- Chapter 1: Introduction -- Chapter 2: Tokenization -- Chapter 3: Transformer Architecture Introduction -- Chapter 4: Transformer Architecture in Greater Depth -- Chapter 5: The BERT Family Introduction -- Chapter 6: The BERT Family in Greater Depth -- Chapter 7: Working with GPT-3 Introduction -- Chapter 8: Working with GPT-3 in Greater Depth -- Chapter 9: ChatGPT and GPT-4 -- Chapter 10: Visualization with Generative AI -- Index |
isbn |
9781683928973 9783111319292 9783111318912 9783111319124 9783111318165 9783111573533 9783111564340 9783111574073 9783111502496 9781683928966 9781683928980 |
callnumber-first |
Q - Science |
callnumber-subject |
QA - Mathematics |
callnumber-label |
QA76 |
callnumber-sort |
QA 276.9 N38 |
url |
https://doi.org/10.1515/9781683928973 https://www.degruyter.com/isbn/9781683928973 https://www.degruyter.com/document/cover/isbn/9781683928973/original |
illustrated |
Not Illustrated |
dewey-hundreds |
000 - Computer science, information & general works |
dewey-tens |
000 - Computer science, knowledge & systems |
dewey-ones |
007 - [Unassigned] |
dewey-full |
007.13 |
dewey-sort |
17.13 |
dewey-raw |
007.13 |
dewey-search |
007.13 |
doi_str_mv |
10.1515/9781683928973 |
oclc_num |
1425556353 |
work_keys_str_mv |
AT campesatooswald transformerbertandgptincludingchatgptandpromptengineering |
status_str |
n |
ids_txt_mv |
(DE-B1597)658521 (OCoLC)1425556353 |
carrierType_str_mv |
cr |
hierarchy_parent_title |
Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 English Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 Title is part of eBook package: De Gruyter EBOOK PACKAGE Engineering, Computer Sciences 2023 English Title is part of eBook package: De Gruyter EBOOK PACKAGE Engineering, Computer Sciences 2023 Title is part of eBook package: De Gruyter MLI AI COLLECTION Title is part of eBook package: De Gruyter MLI ASEE STEM eBook-Package 2024 Title is part of eBook package: De Gruyter MLI and ITGP STEM IT PACKAGE Title is part of eBook package: De Gruyter Sciendo All Ebooks Trial Collection 2024 |
is_hierarchy_title |
Transformer, BERT, and GPT : Including ChatGPT and Prompt Engineering / |
container_title |
Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 English |
_version_ |
1806144019445579776 |
fullrecord |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>05539nam a2200853Ia 4500</leader><controlfield tag="001">9781683928973</controlfield><controlfield tag="003">DE-B1597</controlfield><controlfield tag="005">20240602123719.0</controlfield><controlfield tag="006">m|||||o||d||||||||</controlfield><controlfield tag="007">cr || ||||||||</controlfield><controlfield tag="008">240602t20232023xxu fo d z eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781683928973</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1515/9781683928973</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-B1597)658521</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1425556353</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-B1597</subfield><subfield code="b">eng</subfield><subfield code="c">DE-B1597</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">xxu</subfield><subfield code="c">US</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">QA76.9.N38</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">COM000000</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="082" ind1="0" ind2="4"><subfield code="a">007.13</subfield><subfield code="2">23/eng</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Campesato, Oswald, </subfield><subfield code="e">author.</subfield><subfield code="4">aut</subfield><subfield code="4">http://id.loc.gov/vocabulary/relators/aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Transformer, BERT, and GPT :</subfield><subfield code="b">Including ChatGPT and Prompt Engineering /</subfield><subfield code="c">Oswald Campesato.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Dulles, VA : </subfield><subfield code="b">Mercury Learning and Information, </subfield><subfield code="c">[2023]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">©2023</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (364 p.)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="347" ind1=" " ind2=" "><subfield code="a">text file</subfield><subfield code="b">PDF</subfield><subfield code="2">rda</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">MLI Generative AI Series</subfield></datafield><datafield tag="505" ind1="0" ind2="0"><subfield code="t">Frontmatter -- </subfield><subfield code="t">Contents -- </subfield><subfield code="t">Preface -- </subfield><subfield code="t">Chapter 1: Introduction -- </subfield><subfield code="t">Chapter 2: Tokenization -- </subfield><subfield code="t">Chapter 3: Transformer Architecture Introduction -- </subfield><subfield code="t">Chapter 4: Transformer Architecture in Greater Depth -- </subfield><subfield code="t">Chapter 5: The BERT Family Introduction -- </subfield><subfield code="t">Chapter 6: The BERT Family in Greater Depth -- </subfield><subfield code="t">Chapter 7: Working with GPT-3 Introduction -- </subfield><subfield code="t">Chapter 8: Working with GPT-3 in Greater Depth -- </subfield><subfield code="t">Chapter 9: ChatGPT and GPT-4 -- </subfield><subfield code="t">Chapter 10: Visualization with Generative AI -- </subfield><subfield code="t">Index</subfield></datafield><datafield tag="506" ind1="0" ind2=" "><subfield code="a">restricted access</subfield><subfield code="u">http://purl.org/coar/access_right/c_16ec</subfield><subfield code="f">online access with authorization</subfield><subfield code="2">star</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">This book provides a comprehensive group of topics covering the details of the Transformer architecture, BERT models, and the GPT series, including GPT-3 and GPT-4. Spanning across ten chapters, it begins with foundational concepts such as the attention mechanism, then tokenization techniques, explores the nuances of Transformer and BERT architectures, and culminates in advanced topics related to the latest in the GPT series, including ChatGPT. Key chapters provide insights into the evolution and significance of attention in deep learning, the intricacies of the Transformer architecture, a two-part exploration of the BERT family, and hands-on guidance on working with GPT-3. The concluding chapters present an overview of ChatGPT, GPT-4, and visualization using generative AI. In addition to the primary topics, the book also covers influential AI organizations such as DeepMind, OpenAI, Cohere, Hugging Face, and more. Readers will gain a comprehensive understanding of the current landscape of NLP models, their underlying architectures, and practical applications. Features companion files with numerous code samples and figures from the book.</subfield></datafield><datafield tag="530" ind1=" " ind2=" "><subfield code="a">Issued also in print.</subfield></datafield><datafield tag="538" ind1=" " ind2=" "><subfield code="a">Mode of access: Internet via World Wide Web.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">In English.</subfield></datafield><datafield tag="588" ind1="0" ind2=" "><subfield code="a">Description based on online resource; title from PDF title page (publisher's Web site, viewed 02. Jun 2024)</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Artificial intelligence</subfield><subfield code="x">Computer programs.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Artificial intelligence.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Human-computer interaction.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Natural language processing (Computer science).</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Software engineering.</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">COMPUTERS / General.</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">natural language processing, expert systems, visualization, AI, artificial intelligence, deep learning, machine learning, computer science.</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">EBOOK PACKAGE COMPLETE 2023 English</subfield><subfield code="z">9783111319292</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">EBOOK PACKAGE COMPLETE 2023</subfield><subfield code="z">9783111318912</subfield><subfield code="o">ZDB-23-DGG</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">EBOOK PACKAGE Engineering, Computer Sciences 2023 English</subfield><subfield code="z">9783111319124</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">EBOOK PACKAGE Engineering, Computer Sciences 2023</subfield><subfield code="z">9783111318165</subfield><subfield code="o">ZDB-23-DEI</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">MLI AI COLLECTION</subfield><subfield code="z">9783111573533</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">MLI ASEE STEM eBook-Package 2024</subfield><subfield code="z">9783111564340</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">MLI and ITGP STEM IT PACKAGE</subfield><subfield code="z">9783111574073</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">Sciendo All Ebooks Trial Collection 2024</subfield><subfield code="z">9783111502496</subfield></datafield><datafield tag="776" ind1="0" ind2=" "><subfield code="c">EPUB</subfield><subfield code="z">9781683928966</subfield></datafield><datafield tag="776" ind1="0" ind2=" "><subfield code="c">print</subfield><subfield code="z">9781683928980</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1515/9781683928973</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://www.degruyter.com/isbn/9781683928973</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="3">Cover</subfield><subfield code="u">https://www.degruyter.com/document/cover/isbn/9781683928973/original</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">978-3-11-131912-4 EBOOK PACKAGE Engineering, Computer Sciences 2023 English</subfield><subfield code="b">2023</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">978-3-11-131929-2 EBOOK PACKAGE COMPLETE 2023 English</subfield><subfield code="b">2023</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">978-3-11-150249-6 Sciendo All Ebooks Trial Collection 2024</subfield><subfield code="b">2024</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">978-3-11-156434-0 MLI ASEE STEM eBook-Package 2024</subfield><subfield code="b">2024</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">978-3-11-157353-3 MLI AI COLLECTION</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">978-3-11-157407-3 MLI and ITGP STEM IT PACKAGE</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_CL_CHCOMSGSEN</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_DGALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_EBKALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_ECL_CHCOMSGSEN</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_EEBKALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_ESTMALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_STMALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV-deGruyter-alles</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-23-DEI</subfield><subfield code="b">2023</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-23-DGG</subfield><subfield code="b">2023</subfield></datafield></record></collection> |