Hands-on APIs for AI and data science:
APIs and the Python programming language are among the most important technologies that make modern data science and generative AI work. With this practical book, data scientists and software developers will gain hands-on experience developing APIs and using them in generative AI and data science pr...
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Sebastopol, CA
O'Reilly Media, Inc.
2025
|
| Ausgabe: | First edition. |
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781098164409/?ar |
| Zusammenfassung: | APIs and the Python programming language are among the most important technologies that make modern data science and generative AI work. With this practical book, data scientists and software developers will gain hands-on experience developing APIs and using them in generative AI and data science projects. Part one takes you step-by-step through coding projects to build APIs using Python and FastAPI and deploy them in the cloud. Part two helps you consume APIs in a data science project using industry-standard tools. In part three, you'll use ChatGPT Actions, the LangChain framework, and other tools to access your APIs with generative AI and large language models (LLMs). As you complete the chapters in the book, you'll create a professional online portfolio demonstrating your new skill with APIs, AI, and data science. |
| Beschreibung: | Includes bibliographical references |
| Umfang: | 1 Online-Ressource (275 Seiten) illustrations |
Internformat
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| spelling | Day, Ryan VerfasserIn aut Hands-on APIs for AI and data science by Ryan Day First edition. Sebastopol, CA O'Reilly Media, Inc. 2025 1 Online-Ressource (275 Seiten) illustrations Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references APIs and the Python programming language are among the most important technologies that make modern data science and generative AI work. With this practical book, data scientists and software developers will gain hands-on experience developing APIs and using them in generative AI and data science projects. Part one takes you step-by-step through coding projects to build APIs using Python and FastAPI and deploy them in the cloud. Part two helps you consume APIs in a data science project using industry-standard tools. In part three, you'll use ChatGPT Actions, the LangChain framework, and other tools to access your APIs with generative AI and large language models (LLMs). As you complete the chapters in the book, you'll create a professional online portfolio demonstrating your new skill with APIs, AI, and data science. Application program interfaces (Computer software) Artificial intelligence Computer programs Interfaces de programmation d'applications Intelligence artificielle ; Logiciels APIs (interfaces) |
| spellingShingle | Day, Ryan Hands-on APIs for AI and data science Application program interfaces (Computer software) Artificial intelligence Computer programs Interfaces de programmation d'applications Intelligence artificielle ; Logiciels APIs (interfaces) |
| title | Hands-on APIs for AI and data science |
| title_auth | Hands-on APIs for AI and data science |
| title_exact_search | Hands-on APIs for AI and data science |
| title_full | Hands-on APIs for AI and data science by Ryan Day |
| title_fullStr | Hands-on APIs for AI and data science by Ryan Day |
| title_full_unstemmed | Hands-on APIs for AI and data science by Ryan Day |
| title_short | Hands-on APIs for AI and data science |
| title_sort | hands on apis for ai and data science |
| topic | Application program interfaces (Computer software) Artificial intelligence Computer programs Interfaces de programmation d'applications Intelligence artificielle ; Logiciels APIs (interfaces) |
| topic_facet | Application program interfaces (Computer software) Artificial intelligence Computer programs Interfaces de programmation d'applications Intelligence artificielle ; Logiciels APIs (interfaces) |
| work_keys_str_mv | AT dayryan handsonapisforaianddatascience |