Building AI Apps with the Gemini API
3h 43m 41s
English
Paid
Course description
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.
Read more about the course
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.
Watch Online
0:00
/ #1: Introduction
All Course Lessons (39)
| # | Lesson Title | Duration | Access |
|---|---|---|---|
| 1 | Introduction Demo | 03:26 | |
| 2 | What We're Using | 00:36 | |
| 3 | Jupyter Notebook | 14:11 | |
| 4 | Google Colab | 08:08 | |
| 5 | Getting a Gemini API Key | 04:21 | |
| 6 | Installing the Python SDK for Gemini API and Authenticating to Gemini | 09:52 | |
| 7 | Gemini Multimodal Models: Nano, Pro, and Ultra | 05:15 | |
| 8 | Google AI Studio: Freeform Prompts With Gemini Pro Vision | 06:12 | |
| 9 | Google AI Studio: Using Variables and Parameters in the Prompt | 03:05 | |
| 10 | Generating Text From Text Inputs: Gemini Pro | 04:23 | |
| 11 | Streaming Model Responses | 03:36 | |
| 12 | Generating Text From Image and Text Inputs: Gemini Pro Vision | 05:13 | |
| 13 | Gemini API Generation Parameters: Controlling How the Model Generates Responses | 06:12 | |
| 14 | Gemini API Generation Parameters Explained | 10:14 | |
| 15 | Building Chat Conversations | 07:54 | |
| 16 | Project: Building a Conversational Agent Using Gemini Pro | 07:19 | |
| 17 | Introduction to Gemini 1.5 Pro | 04:11 | |
| 18 | System Instructions | 05:43 | |
| 19 | The File API Prompting with Media Files | 06:09 | |
| 20 | Tokens | 06:42 | |
| 21 | Prompting with Audio | 04:21 | |
| 22 | Project Requirements | 05:54 | |
| 23 | Building the Application | 05:23 | |
| 24 | Testing the Application | 01:49 | |
| 25 | Streamlit: Transform Your Jupyter Notebooks into Interactive Web Apps | 02:49 | |
| 26 | Creating the Web App Layout With Streamlit | 11:20 | |
| 27 | Saving and Displaying the History Using the Streamlit Session State | 05:20 | |
| 28 | Project Introduction | 00:57 | |
| 29 | Getting Images Using a Generator | 06:18 | |
| 30 | Renaming Images Using Gemini Pro Vision | 09:35 | |
| 31 | Intro to Prompt Engineering the Gemini API | 03:13 | |
| 32 | Tactic #1 - Position Instructions Clearly With Delimiters | 05:02 | |
| 33 | Tactic #2 - Provide Detailed Instructions for the Context, Outcome, or Length | 06:11 | |
| 34 | Tactic #3 - Specify the Response Format | 06:14 | |
| 35 | Tactic #4 - Few-Shot Prompting | 06:56 | |
| 36 | Tactic #5 - Specify the Steps Required to Complete a Task | 06:29 | |
| 37 | Tactic #6 - Give Models Time to "Think" | 04:34 | |
| 38 | Other Tactics for Better Prompting and Avoiding Hallucinations | 06:21 | |
| 39 | Prompt Engineering Summary | 02:13 |
Unlock unlimited learning
Get instant access to all 38 lessons in this course, plus thousands of other premium courses. One subscription, unlimited knowledge.
Learn more about subscriptionComments
0 commentsWant to join the conversation?
Sign in to commentSimilar courses
Recorded Live Business Calls
Sources: Prodigies University
Unveil the secrets and strategies of successful SAAS business owners and entrepreneurs. Learn how they build, develop, and scale their companies, as well as...
31 hours 36 minutes 15 seconds
DNS course for developers
Sources: Ruurtjan Pul
Learn DNS once and for all. They say you should learn the fundamentals, and the rest will fall into place. DNS is right at the foundation of the internet. Having a clear underst...
2 hours 44 minutes 2 seconds
Computer Systems
Sources: Oz Nova (csprimer.com)
As software engineers, we study computer systems (or computer architecture) to understand how our programs ultimately work and how...
28 hours 15 minutes 48 seconds
Bug Bounty - An Advanced Guide to Finding Good Bugs
Sources: udemy
Bug bounties are evolving year after year and thousands of infosec enthuasiasts are looking to join the boat. Having a great place on that boat requires dedicat
10 hours 26 seconds
AI For Developers With GitHub Copilot, Cursor AI & ChatGPT
Sources: Academind Pro
This course is designed for developers who want to use AI effectively! AI is not a threat, but a powerful tool capable of making you even more...
4 hours 55 minutes 24 seconds