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Building AI Apps with the Gemini API

Learn to use Google's Gemini API for building AI-powered applications. Plus you'll put your skills into action by building three projects using the Gemini API.

3 Days

Average time students take to complete this course.

Last updated: April 2024

Overview

Take your first step into the world of AI application development by diving deep into a fundamental technology: Google's Gemini API. You'll learn everything there is about utilizing the API to power your AI applications with Google's leading Large Language Models.

What you'll learn

  • Learn to make API calls with Google's Gemini Pro and Pro Vision AI models for dynamic applications.
  • Understand the nuances of Gemini's multimodal models: Nano, Pro, and Ultra, for versatile AI development.
  • Master Google AI Studio for crafting freeform prompts with variables and parameters, enhancing your AI interactions.
  • Gain insights into Gemini API's generation parameters for fine-tuned control over AI response generation.
  • Dive into practical AI with three projects: develop a conversational AI agent, create an interactive "Talk to an Image" app, and build an AI-powered Image Organizer.
  • Harness prompt engineering techniques and integrate AI into classic applications for next-level development skills.

Why Learn To Build with Gemini API?

Well the answer is pretty straightforward, actually...this skill puts you at the cutting edge of tech. Picking up the Gemini API means you're learning something truly valuable. It's about more than just adding a line to your CV; it's about having the skills to make and innovate with the latest technology.

In this byte-sized course you'll learn to work with Google's Gemini Pro and Pro Vision AI models, get to grips with the different Gemini models (Nano, Pro, and Ultra), and even how to use Google AI Studio for crafting prompts that do exactly what you want.

Plus the course is hands-on, meaning you'll actually build your own AI projects! In fact, you'll be building three AI projects. That means by the end of this Gemini API course you'll have projects to add to your AI portfolio and be ready to build your own dream AI applications.

Wait... What's a Byte?

Bytes are shorter courses that allow you to upgrade your skills and knowledge in a single day!

Learning is hard. And sometimes you just need a quick learning fix, right? To learn something awesome, interesting, and relevant to your career goals.

That's why we've created Bytes.

What Else Should I Know?

By becoming a ZTM member you'll not only get access to all our courses, bytes, and projects.

But you’ll also get to join our exclusive live online community classroom to learn alongside thousands of students, alumni, mentors, TAs and Instructors.

Most importantly, you'll be learning from an industry professional (Andrei) that has actual real-world experience as a Developer using AI tools. He teaches you the exact strategies and techniques he uses in his role.

Finally, as with all ZTM courses, this course is a living thing. It will be constantly updated as the landscape changes so you can use it as your go-to resource for Google's Gemini API now and throughout your career.

Join 1,000s of Zero To Mastery graduates that have gotten hired and are now working at companies like Google, Tesla, Amazon, Apple, IBM, JP Morgan, Facebook, Shopify + other top tech companies.

They come from all different backgrounds, ages, and experiences. Many even started as complete beginners.

So there's no reason it can't be you too.

And you have nothing to lose. Because you can start learning right now and if this course isn't everything you expected, we'll refund you 100% within 30 days. No hassles and no questions asked.

When's the best time to get started? Today!

There's never a bad time to learn in-demand skills. But the sooner, the better. So start learning to use Google's Gemini API today by joining the ZTM Academy. You'll have a clear roadmap to developing the skills to build your own projects, get hired, and advance your career.

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What you'll build

The best way you learn is by doing. Not just watching endless tutorials. That's why a key part of this course is building your own AI projects. Plus they'll look great on your portfolio.

Conversational AI Agent

Conversational AI Agent

Create our very own conversational AI agent, just like ChatGPT or Google’s own Gemini chat interface. Whether you’re building a customer support chatbot or a friendly companion, this project will give you the tools to create intelligent interactions.

Talk To Images AI App

Talk To Images AI App

Create an app which you can give any image to and then ask questions about the image, such as the location or animals in the image. Plus you'll wrap it all up by creating a sleek web interface with Streamlit.

Image Organizing AI App

Image Organizing AI App

Ever been lost in a sea of confusingly named photo files? We’ve all been there. This smart app will actually look at your images, figure out what’s in them (whether it’s a mountain or your adorable pet), and then rename the files for you!

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Course curriculum

Here's an overview of what you learn in this Gemini API course.

Introduction

4 lectures

Introduction3:25

PREVIEW

Exercise: Meet Your Classmates and Instructor

PREVIEW

Course Resources

BEGIN

Setting Up the Environment

3 lectures

What We're Using0:35

BEGIN

Jupyter Notebook14:10

BEGIN

Google Colab8:07

BEGIN

Deep Dive into Google Gemini Pro API

12 lectures

Getting a Gemini API Key4:20

BEGIN

Installing the Python SDK for Gemini API and Authenticating to Gemini9:51

BEGIN

Gemini Multimodal Models: Nano, Pro, and Ultra5:14

BEGIN

Google AI Studio: Freeform Prompts With Gemini Pro Vision6:11

BEGIN

Google AI Studio: Using Variables and Parameters in the Prompt3:04

BEGIN

Generating Text From Text Inputs: Gemini Pro4:22

BEGIN

Streaming Model Responses3:35

BEGIN

Generating Text From Image and Text Inputs: Gemini Pro Vision5:12

BEGIN

Gemini API Generation Parameters: Controlling How the Model Generates Responses6:11

BEGIN

Gemini API Generation Parameters Explained10:13

BEGIN

Building Chat Conversations7:53

BEGIN

Project: Building a Conversational Agent Using Gemini Pro7:18

BEGIN

Project: Talking With an Image

6 lectures

Project Requirements5:53

BEGIN

Building the Application5:22

BEGIN

Testing the Application1:48

BEGIN

Streamlit: Transform Your Jupyter Notebooks into Interactive Web Apps2:48

BEGIN

Creating the Web App Layout With Streamlit11:19

BEGIN

Saving and Displaying the History Using the Streamlit Session State5:19

BEGIN

Project: Building an AI-Powered Image Renaming Tool

3 lectures

Project Introduction0:56

BEGIN

Getting Images Using a Generator6:17

BEGIN

Renaming Images Using Gemini Pro Vision9:34

BEGIN

Prompt Engineering for Gemini API

9 lectures

Intro to Prompt Engineering the Gemini API3:12

BEGIN

Tactic #1 - Position Instructions Clearly With Delimiters5:01

BEGIN

Tactic #2 - Provide Detailed Instructions for the Context, Outcome, or Length6:10

BEGIN

Tactic #3 - Specify the Response Format6:13

BEGIN

Tactic #4 - Few-Shot Prompting6:55

BEGIN

Tactic #5 - Specify the Steps Required to Complete a Task6:28

BEGIN

Tactic #6 - Give Models Time to "Think"4:33

BEGIN

Other Tactics for Better Prompting and Avoiding Hallucinations6:20

BEGIN

Prompt Engineering Summary2:12

BEGIN

Where To Go From Here?

1 lectures

Review This Byte!

BEGIN

Meet your instructor

Your instructor (Andrei) isn't just an expert with years of real-world professional experience. He has been in your shoes. He makes learning fun. He makes complex topics feel simple. He will motivate you. He will push you. And he will go above and beyond to help you succeed.

Andrei Dumitrescu

Hi, I'm Andrei Dumitrescu!

Andrei is a Senior Network & Software Engineer with 15+ years of experience and over 50,000+ students have taken at least one of his top-rated courses.

SEE MY BIO & COURSES

Andrei Dumitrescu

DevOps Engineer

Frequently asked questions

Are there any prerequisites for this course?

Do you provide a certificate of completion?

We definitely do and they are quite nice. You will also be able to add Zero To Mastery Academy to the education section of your LinkedIn profile as well.

Are there subtitles?

Yes! We have high quality subtitles in 11 different languages: English, Spanish, French, German, Dutch, Romanian, Arabic, Hindi, Portuguese, Indonesian, and Japanese.

You can even adjust the text size, color, background and more so that the subtitles are perfect just for you!

Still have more questions about the Academy?

Still have more questions specific to the Academy membership? No problem, we answer some more here.

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