Natural language processing fundamentals: techniques, tools, and applications
This comprehensive course is designed to lay a solid foundation in Natural Language Processing (NLP), a discipline that bridges the gap between human language and computer understanding, and is a cornerstone in the world of data science and artificial intelligence. The ability to analyze and derive...
Gespeichert in:
| Weitere beteiligte Personen: | |
|---|---|
| Format: | Elektronisch Video |
| Sprache: | Englisch |
| Veröffentlicht: |
[Sebastopol, California]
O'Reilly Media, Inc.
[2024]
|
| Ausgabe: | [First edition]. |
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/0790145481825/?ar |
| Zusammenfassung: | This comprehensive course is designed to lay a solid foundation in Natural Language Processing (NLP), a discipline that bridges the gap between human language and computer understanding, and is a cornerstone in the world of data science and artificial intelligence. The ability to analyze and derive meaningful insights from textual data is a highly sought-after skill. This course serves as a bridge for professionals and students to transition into roles that require NLP expertise. With the help of course instructor and NLP specialist, Lisa Becker, learners will acquire skills such as text analysis and feature engineering. They will work with various language models and understand the underlying technologies which will prepare them to tackle real-world challenges and innovate various sectors including healthcare, finance, e-commerce and beyond. This is not just a skill-enhancement course, but a pathway to unlocking a plethora of opportunities in the rapidly expanding field of AI and machine learning by studying the basics of more traditional NLP techniques as well as the big milestones such as transformers and large language models. |
| Beschreibung: | Online resource; title from title details screen (O'Reilly, viewed June 3, 2024) |
| Umfang: | 1 Online-Ressource (1 video file (3 hr., 22 min.)) sound, color. |
Internformat
MARC
| LEADER | 00000ngm a22000002 4500 | ||
|---|---|---|---|
| 001 | ZDB-30-ORH-104371137 | ||
| 003 | DE-627-1 | ||
| 005 | 20240701091202.0 | ||
| 006 | m o | | | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 240701s2024 xx ||| |o o ||eng c | ||
| 035 | |a (DE-627-1)104371137 | ||
| 035 | |a (DE-599)KEP104371137 | ||
| 035 | |a (ORHE)0790145481825 | ||
| 035 | |a (DE-627-1)104371137 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 082 | 0 | |a 006.3/5 |2 23/eng/20240603 | |
| 245 | 1 | 0 | |a Natural language processing fundamentals |b techniques, tools, and applications |
| 250 | |a [First edition]. | ||
| 264 | 1 | |a [Sebastopol, California] |b O'Reilly Media, Inc. |c [2024] | |
| 300 | |a 1 Online-Ressource (1 video file (3 hr., 22 min.)) |b sound, color. | ||
| 336 | |a zweidimensionales bewegtes Bild |b tdi |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Online resource; title from title details screen (O'Reilly, viewed June 3, 2024) | ||
| 520 | |a This comprehensive course is designed to lay a solid foundation in Natural Language Processing (NLP), a discipline that bridges the gap between human language and computer understanding, and is a cornerstone in the world of data science and artificial intelligence. The ability to analyze and derive meaningful insights from textual data is a highly sought-after skill. This course serves as a bridge for professionals and students to transition into roles that require NLP expertise. With the help of course instructor and NLP specialist, Lisa Becker, learners will acquire skills such as text analysis and feature engineering. They will work with various language models and understand the underlying technologies which will prepare them to tackle real-world challenges and innovate various sectors including healthcare, finance, e-commerce and beyond. This is not just a skill-enhancement course, but a pathway to unlocking a plethora of opportunities in the rapidly expanding field of AI and machine learning by studying the basics of more traditional NLP techniques as well as the big milestones such as transformers and large language models. | ||
| 650 | 0 | |a Natural language processing (Computer science) | |
| 650 | 4 | |a Traitement automatique des langues naturelles | |
| 650 | 4 | |a Instructional films | |
| 650 | 4 | |a Nonfiction films | |
| 650 | 4 | |a Internet videos | |
| 650 | 4 | |a Films de formation | |
| 650 | 4 | |a Films autres que de fiction | |
| 650 | 4 | |a Vidéos sur Internet | |
| 700 | 1 | |a Becker, Lisa |e MitwirkendeR |4 ctb | |
| 710 | 2 | |a O'Reilly (Firm), |e Verlag |4 pbl | |
| 966 | 4 | 0 | |l DE-91 |p ZDB-30-ORH |q TUM_PDA_ORH |u https://learning.oreilly.com/library/view/-/0790145481825/?ar |m X:ORHE |x Aggregator |z lizenzpflichtig |3 Volltext |
| 912 | |a ZDB-30-ORH | ||
| 935 | |c vide | ||
| 951 | |a BO | ||
| 912 | |a ZDB-30-ORH | ||
| 049 | |a DE-91 | ||
Datensatz im Suchindex
| DE-BY-TUM_katkey | ZDB-30-ORH-104371137 |
|---|---|
| _version_ | 1821494930451726336 |
| adam_text | |
| any_adam_object | |
| author2 | Becker, Lisa |
| author2_role | ctb |
| author2_variant | l b lb |
| author_facet | Becker, Lisa |
| building | Verbundindex |
| bvnumber | localTUM |
| collection | ZDB-30-ORH |
| ctrlnum | (DE-627-1)104371137 (DE-599)KEP104371137 (ORHE)0790145481825 |
| dewey-full | 006.3/5 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/5 |
| dewey-search | 006.3/5 |
| dewey-sort | 16.3 15 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| edition | [First edition]. |
| format | Electronic Video |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02775ngm a22004572 4500</leader><controlfield tag="001">ZDB-30-ORH-104371137</controlfield><controlfield tag="003">DE-627-1</controlfield><controlfield tag="005">20240701091202.0</controlfield><controlfield tag="006">m o | | </controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">240701s2024 xx ||| |o o ||eng c</controlfield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)104371137</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)KEP104371137</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ORHE)0790145481825</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)104371137</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.3/5</subfield><subfield code="2">23/eng/20240603</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Natural language processing fundamentals</subfield><subfield code="b">techniques, tools, and applications</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">[First edition].</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">[Sebastopol, California]</subfield><subfield code="b">O'Reilly Media, Inc.</subfield><subfield code="c">[2024]</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (1 video file (3 hr., 22 min.))</subfield><subfield code="b">sound, color.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">zweidimensionales bewegtes Bild</subfield><subfield code="b">tdi</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Online resource; title from title details screen (O'Reilly, viewed June 3, 2024)</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">This comprehensive course is designed to lay a solid foundation in Natural Language Processing (NLP), a discipline that bridges the gap between human language and computer understanding, and is a cornerstone in the world of data science and artificial intelligence. The ability to analyze and derive meaningful insights from textual data is a highly sought-after skill. This course serves as a bridge for professionals and students to transition into roles that require NLP expertise. With the help of course instructor and NLP specialist, Lisa Becker, learners will acquire skills such as text analysis and feature engineering. They will work with various language models and understand the underlying technologies which will prepare them to tackle real-world challenges and innovate various sectors including healthcare, finance, e-commerce and beyond. This is not just a skill-enhancement course, but a pathway to unlocking a plethora of opportunities in the rapidly expanding field of AI and machine learning by studying the basics of more traditional NLP techniques as well as the big milestones such as transformers and large language models.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Natural language processing (Computer science)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Traitement automatique des langues naturelles</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Instructional films</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Nonfiction films</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Internet videos</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Films de formation</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Films autres que de fiction</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Vidéos sur Internet</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Becker, Lisa</subfield><subfield code="e">MitwirkendeR</subfield><subfield code="4">ctb</subfield></datafield><datafield tag="710" ind1="2" ind2=" "><subfield code="a">O'Reilly (Firm),</subfield><subfield code="e">Verlag</subfield><subfield code="4">pbl</subfield></datafield><datafield tag="966" ind1="4" ind2="0"><subfield code="l">DE-91</subfield><subfield code="p">ZDB-30-ORH</subfield><subfield code="q">TUM_PDA_ORH</subfield><subfield code="u">https://learning.oreilly.com/library/view/-/0790145481825/?ar</subfield><subfield code="m">X:ORHE</subfield><subfield code="x">Aggregator</subfield><subfield code="z">lizenzpflichtig</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-ORH</subfield></datafield><datafield tag="935" ind1=" " ind2=" "><subfield code="c">vide</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">BO</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-ORH</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91</subfield></datafield></record></collection> |
| id | ZDB-30-ORH-104371137 |
| illustrated | Not Illustrated |
| indexdate | 2025-01-17T11:22:12Z |
| institution | BVB |
| language | English |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM |
| physical | 1 Online-Ressource (1 video file (3 hr., 22 min.)) sound, color. |
| psigel | ZDB-30-ORH TUM_PDA_ORH ZDB-30-ORH |
| publishDate | 2024 |
| publishDateSearch | 2024 |
| publishDateSort | 2024 |
| publisher | O'Reilly Media, Inc. |
| record_format | marc |
| spelling | Natural language processing fundamentals techniques, tools, and applications [First edition]. [Sebastopol, California] O'Reilly Media, Inc. [2024] 1 Online-Ressource (1 video file (3 hr., 22 min.)) sound, color. zweidimensionales bewegtes Bild tdi rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Online resource; title from title details screen (O'Reilly, viewed June 3, 2024) This comprehensive course is designed to lay a solid foundation in Natural Language Processing (NLP), a discipline that bridges the gap between human language and computer understanding, and is a cornerstone in the world of data science and artificial intelligence. The ability to analyze and derive meaningful insights from textual data is a highly sought-after skill. This course serves as a bridge for professionals and students to transition into roles that require NLP expertise. With the help of course instructor and NLP specialist, Lisa Becker, learners will acquire skills such as text analysis and feature engineering. They will work with various language models and understand the underlying technologies which will prepare them to tackle real-world challenges and innovate various sectors including healthcare, finance, e-commerce and beyond. This is not just a skill-enhancement course, but a pathway to unlocking a plethora of opportunities in the rapidly expanding field of AI and machine learning by studying the basics of more traditional NLP techniques as well as the big milestones such as transformers and large language models. Natural language processing (Computer science) Traitement automatique des langues naturelles Instructional films Nonfiction films Internet videos Films de formation Films autres que de fiction Vidéos sur Internet Becker, Lisa MitwirkendeR ctb O'Reilly (Firm), Verlag pbl |
| spellingShingle | Natural language processing fundamentals techniques, tools, and applications Natural language processing (Computer science) Traitement automatique des langues naturelles Instructional films Nonfiction films Internet videos Films de formation Films autres que de fiction Vidéos sur Internet |
| title | Natural language processing fundamentals techniques, tools, and applications |
| title_auth | Natural language processing fundamentals techniques, tools, and applications |
| title_exact_search | Natural language processing fundamentals techniques, tools, and applications |
| title_full | Natural language processing fundamentals techniques, tools, and applications |
| title_fullStr | Natural language processing fundamentals techniques, tools, and applications |
| title_full_unstemmed | Natural language processing fundamentals techniques, tools, and applications |
| title_short | Natural language processing fundamentals |
| title_sort | natural language processing fundamentals techniques tools and applications |
| title_sub | techniques, tools, and applications |
| topic | Natural language processing (Computer science) Traitement automatique des langues naturelles Instructional films Nonfiction films Internet videos Films de formation Films autres que de fiction Vidéos sur Internet |
| topic_facet | Natural language processing (Computer science) Traitement automatique des langues naturelles Instructional films Nonfiction films Internet videos Films de formation Films autres que de fiction Vidéos sur Internet |
| work_keys_str_mv | AT beckerlisa naturallanguageprocessingfundamentalstechniquestoolsandapplications AT oreillyfirm naturallanguageprocessingfundamentalstechniquestoolsandapplications |