Google Gemini AI Masterclass: The Ultimate Guide
Год выпуска: 12/2023
Производитель: Udemy
Сайт производителя:
https://www.udemy.com/course/google-gemini-ai-masterclass/
Автор: Renaldi Gondosubroto
Продолжительность: 3h 52m
Тип раздаваемого материала: Видеоурок
Язык: Английский
Описание: Embark on a transformative learning journey with the "Google Gemini AI Masterclass: The Ultimate Guide". This in-depth course is expertly crafted to arm you with essential knowledge, skills, and practical expertise necessary to excel in the rapidly advancing field of Multimodal Artificial Intelligence (AI) using Google's groundbreaking Gemini AI.
The course begins with an insightful introduction to Google Gemini, laying the groundwork for a comprehensive understanding of its multimodal capabilities. As a next-generation foundation model, Gemini is designed to generalize and integrate various types of information, including text, code, audio, image, and video, offering an unparalleled scope of application . This initial module paves the way for an extensive exploration of Gemini's diverse features, facilitating a nuanced comprehension and effective application of the platform.
Advancing through the course, you'll delve into the intricacies of working with the Gemini Pro API within your local environment and Google Colab. This segment is crucial for mastering the platform's wide-ranging functionalities, enabling you to leverage its potential to the fullest . The program then shifts focus to a hands-on approach, emphasizing the construction of multimodal AI applications using Gemini. You'll translate theoretical knowledge into practical skills, equipping you to design, develop, and deploy sophisticated AI applications efficiently, along with integrating the services provided by Google Cloud into it.
Further, the course will highlight best practices and offer a detailed understanding of the cost model associated with using Gemini Pro on Vertex AI, ensuring informed and economical decision-making . The culmination of the masterclass is a Capstone Project, wherein you will apply your cumulative knowledge and skills in a real-world context, demonstrating your proficiency in utilizing Google Gemini for diverse AI applications. This project serves as a practical testament to your understanding and readiness to address real-world AI challenges using Google Gemini.
The "Google Gemini AI Masterclass: The Ultimate Guide" is more than a mere course; it's a gateway to mastering multimodal AI on one of the most sophisticated platforms available today. Through structured modules, practical insights, and the capstone project, this masterclass offers a rich, engaging, and rewarding educational experience, propelling you towards becoming a proficient practitioner of multimodal AI with Google Gemini.
Содержание
Introduction to the Course
06:10
Prerequisites for the Course
02:28
What is Google Gemini?
07:51
Parameters and Considerations
06:07
Caution on Using LLMs
06:25
Crafting Your Initial Prompt
10:15
End of Section 1 Quiz
5 вопросов
Foundational Models on Google Gemini
02:12
Using Google Bard with Gemini
10:02
Introduction to Using the Google Vertex AI Studio Playground for Gemini
12:38
Which Google product is the first to be engineered for Gemini Nano?
5 вопросов
Understanding Why we Use the API
02:22
Installing Python and Jupyter Notebook
05:58
Performing Text Generation using the Gemini API
06:51
Using Parameters within Text Generation
05:29
Introduction to Image Generation on Gemini
04:50
Generating Code with the Gemini API
05:00
Performing Image Generation using the Gemini API
16:31
End of Section 3 Quiz
5 вопросов
Introduction to Creating a Context-Driven Chatbot with Gemini
06:12
Working with a Chatbot with Context on Google Gemini
03:55
Safety Ratings on Gemini
18:03
Introduction to Retrieval Augmented Generation
09:22
Setting Up Documents and Libraries for RAG with Gemini API
22:40
Performing Text Searches with RAG on Gemini
04:01
Searching for Images through RAG on Gemini
08:33
Implementing RAG the Multimodal Way
11:53
End of Section 4 Quiz
5 вопросов
Introduction to Building Generative AI Applications with Gemini
06:01
Building the Backend of an AI Application
04:07
Building the Frontend of an AI Application
04:00
A Demo of the Application
02:28
End of Section 5 Quiz
5 вопросов
Best Practices
04:29
Pricing
03:16
Challenges
03:00
Where to Go from Here
01:59
End of Section 6 Quiz
5 вопросов
Wrap-Up
04:55
Final Exam
5 вопросов
Design and Develop a Recipe Recommendation Chatbot App
10 вопросов
Файлы примеров: не предусмотрены
Формат видео: MP4
Видео: AVC, 1280x720, 16:9, 30fps, ~600kbps
Аудио: AAC, 48kHz, 128kbps, stereo
