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Este curso apresenta o Vertex AI Vector Search e descreve como ele pode ser usado para criar um aplicativo de pesquisa com APIs de modelo de linguagem grande (LLM) para embeddings. O curso é composto de aulas teóricas sobre pesquisa vetorial e embeddings de texto, demonstrações práticas de como criar essas pesquisas na Vertex AI e um laboratório.
Register for this course and see more details by visiting:
OpenCourser.com/course/gu10uj/vector
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What's inside
Syllabus
Pesquisa vetorial e embeddings
Este curso apresenta o Vertex AI Vector Search e descreve como ele pode ser usado para criar um aplicativo de pesquisa com APIs de modelo de linguagem grande (LLM) para embeddings. O curso é composto de aulas teóricas sobre pesquisa vetorial e embeddings de texto, demonstrações práticas de como criar essas pesquisas na Vertex AI e um laboratório.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Desenvolve pesquisa vetorial e embeddings, que são habilidades essenciais para desenvolvedores de ML
Ensina pesquisa vetorial e embeddings de texto, que são fundamentais para criar aplicativos de pesquisa modernos
Oferece laboratório prático, permitindo que os alunos apliquem os conceitos aprendidos
Requer conhecimento prévio em pesquisa vetorial e embeddings de texto
Pode não ser adequado para iniciantes na área
Save this course
Save Vector Search and Embeddings - Português Brasileiro to your list so you can find it easily later:
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Vector Search and Embeddings - Português Brasileiro with these
activities:
Revise Vector Search and Text Embeddings
Show steps
This activity will help you prepare by reviewing the foundational knowledge required for this course.
Browse courses on
Vector Search
Show steps
-
Review materials from previous courses on Vector Search and Text Embeddings
-
Refer to online resources such as tutorials and articles
Participate in a Study Group
Show steps
This activity will help you learn from and collaborate with your peers.
Show steps
-
Find a study group or create your own
-
Meet regularly to discuss course material, ask questions, and work on projects together
Create a Vector Search Model with Vertex AI
Show steps
This activity will reinforce your understanding of creating and deploying models in this course.
Browse courses on
Vector Search
Show steps
-
Find a tutorial on creating a Vector Search model with Vertex AI
-
Follow the steps in the tutorial to create and deploy your model
Three other activities
Expand to see all activities and additional details
Show all six activities
Build a Vector Search Application
Show steps
This activity will allow you to apply your skills by building a practical application.
Browse courses on
Vector Search
Show steps
-
Define the requirements for your application
-
Design and implement the architecture of your application
-
Test and deploy your application
Tutor Other Students
Show steps
This activity will help you reinforce your understanding of the course material by teaching it to others.
Show steps
-
Identify opportunities to tutor other students
-
Prepare materials and plan your tutoring sessions
-
Tutor students and provide guidance on course-related topics
Contribute to Open-Source Vector Search Projects
Show steps
This activity will allow you to contribute to and learn from the open-source community.
Browse courses on
Vector Search
Show steps
-
Identify open-source Vector Search projects
-
Find and fix bugs or propose new features to improve the projects
-
Submit your contributions and collaborate with other contributors
Revise Vector Search and Text Embeddings
Show steps
This activity will help you prepare by reviewing the foundational knowledge required for this course.
Browse courses on
Vector Search
Show steps
Show steps
Show steps
- Review materials from previous courses on Vector Search and Text Embeddings
- Refer to online resources such as tutorials and articles
Participate in a Study Group
Show steps
This activity will help you learn from and collaborate with your peers.
Show steps
Show steps
Show steps
- Find a study group or create your own
- Meet regularly to discuss course material, ask questions, and work on projects together
Create a Vector Search Model with Vertex AI
Show steps
This activity will reinforce your understanding of creating and deploying models in this course.
Browse courses on
Vector Search
Show steps
Show steps
Show steps
- Find a tutorial on creating a Vector Search model with Vertex AI
- Follow the steps in the tutorial to create and deploy your model
Three other activities
Expand to see all activities and additional details
Show all six activities
Build a Vector Search Application
Show steps
This activity will allow you to apply your skills by building a practical application.
Browse courses on
Vector Search
Show steps
Show steps
Show steps
- Define the requirements for your application
- Design and implement the architecture of your application
- Test and deploy your application
Tutor Other Students
Show steps
This activity will help you reinforce your understanding of the course material by teaching it to others.
Show steps
Show steps
Show steps
- Identify opportunities to tutor other students
- Prepare materials and plan your tutoring sessions
- Tutor students and provide guidance on course-related topics
Contribute to Open-Source Vector Search Projects
Show steps
This activity will allow you to contribute to and learn from the open-source community.
Browse courses on
Vector Search
Show steps
Show steps
Show steps
- Identify open-source Vector Search projects
- Find and fix bugs or propose new features to improve the projects
- Submit your contributions and collaborate with other contributors
Career center
Learners who complete Vector Search and Embeddings - Português Brasileiro will develop knowledge and skills
that may be useful to these careers:
For more career information including salaries, visit:
OpenCourser.com/course/gu10uj/vector
Reading list
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For more information about how these books relate to this course, visit:
OpenCourser.com/course/gu10uj/vector
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Level
Intermediate
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Session
August 5, 2024
- August 19, 2024
Language
pt-BR
Good to know
Desenvolve pesquisa vetorial e embeddings, que são habilidades essenciais para desenvolvedores de ML
Ensina pesquisa vetorial e embeddings de texto, que são fundamentais para criar aplicativos de pesquisa modernos
Oferece laboratório prático, permitindo que os alunos apliquem os conceitos aprendidos
Requer conhecimento prévio em pesquisa vetorial e embeddings de texto
Pode não ser adequado para iniciantes na área
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