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Gemini for Application Developers

Google Cloud Training

In this course, you learn how Gemini, a generative AI-powered collaborator from Google Cloud, helps developers build applications. You learn how to prompt Gemini to explain code, recommend Google Cloud services, and generate code for your applications. Using a hands-on lab, you experience how Gemini improves the application development workflow.

Duet AI was renamed to Gemini, our next-generation model.

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What's inside

Syllabus

Gemini for Application Developers
Learn how to develop an application with help from Gemini.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Explores Gemini, a cutting-edge AI-powered tool that assists developers
Taught by Google Cloud Training, recognized for their expertise in cloud computing
Ideal for application developers seeking to enhance their workflow
Includes hands-on labs, providing practical experience with Gemini
Guides developers in leveraging Gemini for code generation and optimization
Requires learners to have a basic understanding of development concepts and practices

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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 Gemini for Application Developers with these activities:
Organize and Review Course Materials
Enhance your learning experience by organizing and reviewing key course materials such as lecture notes, assignments, and discussion forum posts.
Show steps
  • Gather and organize all relevant course materials in a structured manner.
  • Review the materials regularly to reinforce your understanding.
  • Summarize key concepts and note any areas that require further clarification.
Seek Mentorship from Experienced Gemini Developers
Accelerate your learning by connecting with experienced Gemini developers who can provide personalized guidance and support.
Browse courses on Gemini
Show steps
  • Identify potential mentors through professional networks or online platforms.
  • Reach out and express your interest in receiving mentorship.
  • Establish clear communication channels and schedule regular meetings.
  • Actively seek advice, feedback, and support from your mentor.
Read Introduction to AI
Review the fundamentals of AI to strengthen your understanding of core concepts discussed in this course.
Show steps
  • Read chapters 1-3 to gain a foundational understanding of AI.
  • Summarize key concepts and note any questions you have.
  • Discuss your findings with a peer or mentor to enhance comprehension.
Ten other activities
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Watch videos on cloud best practices
Supplement your understanding of cloud services by watching expert videos on best practices.
Browse courses on Cloud Best Practices
Show steps
  • Identify reputable sources for cloud best practices videos.
  • Watch videos on topics relevant to the course material.
  • Take notes and reflect on the key takeaways.
Complete Google Cloud Platform Fundamentals
Familiarize yourself with the Google Cloud Platform to complement the course material on Gemini's integration with GCP.
Browse courses on Google Cloud Platform
Show steps
  • Enroll in the 'Google Cloud Platform Fundamentals' Coursera course.
  • Complete the interactive tutorials and exercises provided in the course.
  • Build a sample application using GCP services to apply your learnings.
Run code snippets
Reinforce your understanding of code by running code snippets discussed in the course.
Browse courses on code snippets
Show steps
  • Identify a code snippet from the course material.
  • Set up a development environment.
  • Run the code snippet and observe the output.
  • Modify the code and analyze the differences in output.
Participate in a study group
Enhance your understanding by engaging in discussions and sharing knowledge with peers.
Browse courses on Collaboration
Show steps
  • Find or form a study group with fellow course participants.
  • Establish regular meeting times and a communication platform.
  • Prepare for each session by reviewing course material.
  • Actively participate in discussions and contribute insights.
Build Applications with Gemini Hands-on Lab
Enhance your practical skills by completing the hands-on lab provided in the course, enabling you to build applications leveraging Gemini's capabilities.
Browse courses on Gemini
Show steps
  • Set up your development environment and install the necessary tools.
  • Follow the step-by-step instructions provided in the lab.
  • Troubleshoot any issues you encounter during the process.
Build a simple web application
Apply your knowledge by building a web application that utilizes cloud services covered in the course.
Browse courses on Web Applications
Show steps
  • Design the application's architecture and functionality.
  • Create the application's frontend and backend components.
  • Deploy the application to a cloud platform.
  • Test the application and make necessary adjustments.
Host a Study Group on Gemini's Code Generation
Deepen your understanding of Gemini's code generation capabilities by leading a study group and facilitating discussions with peers.
Browse courses on Gemini
Show steps
  • Prepare a structured agenda focusing on specific aspects of code generation.
  • Invite classmates to join the study group and assign roles.
  • Lead discussions, encourage active participation, and provide guidance.
Write a blog post on a cloud-related topic
Share your knowledge and reinforce your understanding by writing a blog post about a cloud topic discussed in the course.
Browse courses on Cloud Technology
Show steps
  • Choose a topic related to the course material.
  • Research the topic to gather in-depth information.
  • Write the blog post, ensuring clarity and accuracy.
  • Publish the blog post on a relevant platform.
Write a blog post on Gemini's Applications
Solidify your understanding of Gemini's capabilities by creating a blog post that explores its applications in various domains.
Browse courses on Gemini
Show steps
  • Research different use cases of Gemini in industries such as healthcare, finance, and education.
  • Identify key benefits and challenges of using Gemini for specific tasks.
  • Write a well-structured blog post outlining your findings and insights.
Contribute to Gemini's Documentation
Enhance your understanding of Gemini's functionality and contribute to the community by identifying and improving areas in its documentation.
Browse courses on Gemini
Show steps
  • Review the existing documentation and identify potential improvements.
  • Submit pull requests with your proposed changes, ensuring they align with the project's style and standards.
  • Collaborate with the Gemini team to refine and incorporate your contributions.

Career center

Learners who complete Gemini for Application Developers will develop knowledge and skills that may be useful to these careers:

Reading list

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Course image
Level
Introductory
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Session
August 12, 2024 - August 26, 2024
Language
English
Good to know
Explores Gemini, a cutting-edge AI-powered tool that assists developers
Taught by Google Cloud Training, recognized for their expertise in cloud computing
Ideal for application developers seeking to enhance their workflow
Includes hands-on labs, providing practical experience with Gemini
Guides developers in leveraging Gemini for code generation and optimization
Requires learners to have a basic understanding of development concepts and practices
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