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Website Modernization with Generative AI on Google Cloud

Google Cloud Training

Enhance the navigation experience of your website by using generative AI to provide a better search experience for your users. In this course, you learn how to use Vertex AI Search to provide your website users a generative search experience enabling them to discover content offered by the website. As a website editor, you also learn how to use generative AI to quickly and efficiently translate and improve the content using suggestions.

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What's inside

Syllabus

Transform the search and navigation experience of your website
In this module, you learn how to transform the user experience of your website to enhance the search and navigation capabilities using Gen AI. We'll first introduce Vertex AI Search, the technology used to enhance the search capabilities, and then discuss how you can use the product's Gen AI tools to enhance content using suggestions, translation, and other features.
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Traffic lights

Read about what's good
what should give you pause
and possible dealbreakers
Employs Vertex AI Search, the industry-standard tool for enhanced website search capabilities
Leverages generative AI for quick and efficient content translation and improvement
Designed for website editors who seek to enhance their website's user experience through search and navigation improvements
Taught by Google Cloud Training, known for its expertise in cloud computing and AI technologies
May require a basic understanding of website editing and content management systems
May require learners to have access to a website or platform for implementing the learned techniques

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Reviews summary

Practical ai for website enhancement

According to students, this course offers a largely positive experience, serving as a practical and highly relevant guide for website modernization using generative AI on Google Cloud. Learners frequently commend the incredibly clear explanations and engaging instructor delivery, particularly highlighting the hands-on labs as a significant strength for immediate skill application. The course provides a strong focus on Vertex AI Search for enhancing user experience, including valuable insights into content translation and suggestions. However, some learners noted occasional buggy lab environments and desired more in-depth coverage for advanced use cases. It's also suggested that some familiarity with Google Cloud Platform is beneficial.
Basic knowledge of Google Cloud Platform is advantageous.
"My only minor gripe is that sometimes the instructions in the labs felt a bit too brief, assuming a certain level of familiarity with GCP."
"Some parts of the documentation within the labs could be improved for clarity, especially for those less familiar with Google Cloud Console."
"I found that having a basic understanding of Google Cloud was beneficial for smoother progress."
Provides valuable insights into generative AI features.
"I especially enjoyed the section on Vertex AI Search for enhancing user experience and content translation."
"The modules on Vertex AI Search were exceptionally well-structured, providing both theoretical background and practical implementation steps."
"The focus on practical, real-world applications of Google Cloud's Vertex AI Search is exactly what I needed."
"The coverage of Vertex AI Search and its application for enhancing website navigation was very clear."
Concepts are clearly explained by engaging instructors.
"The explanations are incredibly clear, making complex concepts easy to understand."
"The instructor's delivery was engaging, and the demos really solidified my understanding."
"The Vertex AI Search concepts were clearly articulated, and the examples for content translation were brilliant."
"The explanations were spot-on."
Offers effective labs for immediate skill application.
"The hands-on labs are the real highlight, allowing me to apply what I learned immediately."
"The hands-on exercises were well-designed and genuinely helpful. I feel confident now in implementing these solutions."
"The hands-on labs were extremely effective in teaching how to use Vertex AI for website modernization."
"I truly felt I gained valuable skills that I can immediately apply."
Some learners encountered issues with lab setup or bugs.
"I found some of the lab environments to be a bit buggy, which interrupted my learning flow."
"I encountered a few issues with the lab setup."
"The practical application could be smoother."
Some wished for more advanced or in-depth coverage.
"I felt some parts could have gone a bit deeper, perhaps with more advanced customization options for Vertex AI."
"I was hoping for more advanced use cases or troubleshooting tips."
"Not as in-depth as I had hoped. Some of the content felt a bit high-level."
"I'll need to seek additional resources for more detailed implementation."

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 Website Modernization with Generative AI on Google Cloud with these activities:
Review HTML and CSS basics
Strengthen your foundation in web development by reviewing essential HTML and CSS concepts.
Browse courses on HTML
Show steps
  • Go through online tutorials or documentation to refresh your understanding of HTML and CSS syntax.
Revisit concepts of user experience design
Re-familiarize yourself with key principles of user experience design to enhance your website project.
Browse courses on User Experience Design
Show steps
  • Read articles or watch videos on UX best practices.
Read Atomic Habits by James Clear
Learn about the science of habit formation to optimize your learning process and improve your workflow throughout this course.
View Atomic Habits: An Easy & Proven Way to Build... on Amazon
Show steps
  • Read the book and take notes on the key principles of habit formation.
  • Identify areas in your workflow that you want to improve and apply the principles of habit formation to create new routines.
Five other activities
Expand to see all activities and additional details
Show all eight activities
Complete Vertex AI Search tutorials
Enhance your learning by following guided tutorials provided by Google Cloud.
Show steps
  • Find and review official Vertex AI Search tutorials.
  • Complete the tutorials, following the instructions carefully.
Practice using Vertex AI Search API
Solidify your understanding of Vertex AI Search by working directly with its API.
Show steps
  • Set up a development environment with the Vertex AI Search API.
  • Run code samples and experiment with different search queries.
Create a blog post about a topic related to generative AI
Demonstrate your understanding of generative AI and its applications by creating a detailed blog post.
Browse courses on Generative AI
Show steps
  • Research a specific aspect of generative AI that interests you.
  • Write an outline for your blog post, including an introduction, body, and conclusion.
  • Draft the blog post, providing clear and concise explanations and examples.
Build a prototype website with improved search and navigation
Apply your skills to create a tangible project that showcases your understanding of website modernization and generative AI.
Show steps
  • Design the prototype website, focusing on user experience and search functionality.
  • Implement generative AI techniques to enhance the search and navigation capabilities.
  • Evaluate the prototype and gather feedback to refine your approach.
Develop a website using Vertex AI Search
Apply your knowledge of Vertex AI Search by building a real-world website that provides a superior search and navigation experience.
Show steps
  • Plan the website, including its structure, content, and desired user experience.
  • Set up a Vertex AI Search instance.
  • Integrate Vertex AI Search into your website.
  • Test and refine your website's search and navigation capabilities.

Career center

Learners who complete Website Modernization with Generative AI on Google Cloud will develop knowledge and skills that may be useful to these careers:

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Course image
Level
Introductory
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Language
English
Traffic lights
Read about what's good
what should give you pause
and possible dealbreakers
Employs Vertex AI Search, the industry-standard tool for enhanced website search capabilities
Leverages generative AI for quick and efficient content translation and improvement
Designed for website editors who seek to enhance their website's user experience through search and navigation improvements
Taught by Google Cloud Training, known for its expertise in cloud computing and AI technologies
May require a basic understanding of website editing and content management systems
May require learners to have access to a website or platform for implementing the learned techniques
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