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Gemini for Application Developers

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

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Read about what's good

what should give you pause

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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Reviews summary

Gemini for app developers: a practical introduction

According to students, this course offers a practical introduction to leveraging Gemini for application development. The hands-on labs are consistently praised as instrumental for understanding Gemini's integration into real workflows, aiding in code generation and explaining code. While it's considered excellent for beginners and helps boost productivity, some experienced developers felt it lacked advanced depth. A few also noted an assumed Google Cloud services familiarity. Overall, it provides a solid foundation.

Some prior familiarity with Google Cloud services is beneficial.

"Some prior knowledge of Google Cloud services would be very helpful, as it assumes some familiarity."

"It assumes some familiarity which isn't explicitly stated as a prerequisite."

"I would recommend reviewing basic Google Cloud concepts before starting this course."

Offers a solid and clear introduction to Gemini for new users.

"A solid introduction to using Gemini for app development."

"The course explains complex concepts simply."

"Great for getting started, excellent for a general introduction."

Helps developers significantly improve their application development workflow.

"It definitely boosted my productivity."

"Absolutely essential for any developer looking to leverage AI."

"I now use Gemini daily in my development work after taking this course."

Provides valuable hands-on experience with Gemini for development.

"The hands-on labs were instrumental in understanding how Gemini integrates into a real development workflow."

"The demos were clear and concise. The labs truly made a difference in applying the concepts."

"The hands-on coding and projects are the strongest part of the course for me, they are brilliant!"

May be too basic for experienced developers seeking advanced topics.

"I felt it could delve deeper into more advanced use cases or fine-tuning techniques."

"If you're already familiar with generative AI, it might feel a bit basic."

"The depth isn't there for experienced developers. I expected more sophisticated scenarios."

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

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Enhance your learning experience by organizing and reviewing key course materials such as lecture notes, assignments, and discussion forum posts.

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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

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Accelerate your learning by connecting with experienced Gemini developers who can provide personalized guidance and support.

Browse courses on Gemini

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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

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Review the fundamentals of AI to strengthen your understanding of core concepts discussed in this course.

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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.

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Watch videos on cloud best practices

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Supplement your understanding of cloud services by watching expert videos on best practices.

Browse courses on Cloud Best Practices

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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

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Familiarize yourself with the Google Cloud Platform to complement the course material on Gemini's integration with GCP.

Browse courses on Google Cloud Platform

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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

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Reinforce your understanding of code by running code snippets discussed in the course.

Browse courses on code snippets

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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

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Enhance your understanding by engaging in discussions and sharing knowledge with peers.

Browse courses on Collaboration

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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

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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

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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

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Apply your knowledge by building a web application that utilizes cloud services covered in the course.

Browse courses on Web Applications

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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

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Deepen your understanding of Gemini's code generation capabilities by leading a study group and facilitating discussions with peers.

Browse courses on Gemini

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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

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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

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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

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Solidify your understanding of Gemini's capabilities by creating a blog post that explores its applications in various domains.

Browse courses on Gemini

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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

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Enhance your understanding of Gemini's functionality and contribute to the community by identifying and improving areas in its documentation.

Browse courses on Gemini

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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

We've selected 50 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Gemini for Application Developers.

AI Engineering

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Serves as the definitive engineering blueprint for building production applications on multimodal foundation models like Google Gemini, covering long-context prompting, retrieval-augmented generation, agentic tool calling, evaluation pipelines, and latency optimization.

Gemini for Application Developers

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What's inside

Syllabus

Traffic lights

Save this course

Reviews summary

Gemini for app developers: a practical introduction

Activities

Career center

Reading list

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