Google Gemini AI with Python API - Quick Start

Learn how to leverage Google's powerful new Gemini AI model in just two hours!

4.70 (315 reviews)
Udemy
platform
English
language
Data Science
category
instructor
13,568
students
1.5 hours
content
Feb 2024
last update
FREE
regular price

What you will learn

Understand Gemini AI Fundamentals: Grasp core principles, architecture, and applications of Large Language Models.

Learn Text Generation: Acquire skills for generating coherent, contextually relevant AI text with nuanced tone and style.

Comprehend Chat Models: Gain in-depth knowledge of chat model mechanics and learn customization techniques.

Discover Configuration Optimization: Uncover and master critical Gemini AI configuration parameters for optimal performance.

Identify Multimodal Integration: Recognize methods for integrating and analyzing visual and textual data using Gemini Vision.

Create Vector Embeddings: Develop solutions using vector embeddings to capture semantic relationships in data.

Explore RAG: Delve into Retrieval Augmented Generation, understanding how to dynamically incorporate external knowledge.

Build AI Applications: Combine skills to design, develop, and deploy innovative AI applications using Gemini AI Python API.

Description

Gemini AI with Python - Quick Start

Unlock the Power of Gemini AI: Your Gateway to Cutting-Edge Language and Vision Models

Welcome to "Gemini AI with Python - Quick Start," your comprehensive guide to mastering the revolutionary Gemini AI Python API by Google. Dive into the realm of advanced AI and learn to leverage the full potential of Large Language Models (LLMs) with this free Udemy course. Whether you're a seasoned developer, a budding data scientist, or simply an AI enthusiast, this course is your ticket to understanding and implementing the transformative capabilities of Gemini AI.

Why Choose This Course?

  • Expert-Led Insights: Learn from an industry expert who have hands-on experience with Gemini AI and are passionate about sharing their knowledge.

  • Hands-On Learning: Engage with practical, real-world examples and interactive coding sessions that solidify your learning and confidence.

  • Flexible Learning Path: Designed for your convenience, access the content anytime, anywhere, and progress at your own pace.

What does this course cover?


  1. Introduction to Gemini AI & LLMs:

    • Understand the architecture and capabilities of Gemini AI.

    • Demystify how Large Language Models work and their applications in today's tech landscape.

  2. Mastering Text Generation:

    • Harness the power of Gemini AI to create compelling and coherent text.

    • Explore the nuances of tone, style, and context in AI-generated content.

  3. Deep Dive into Chat Models:

    • Learn the mechanics behind state-of-the-art chat models.

    • Understand how to fine-tune models for personalized conversational agents.

  4. Configuring Gemini AI:

    • Get to grips with the essential configuration parameters.

    • Learn how to optimize your AI model's performance and accuracy.

  5. Gemini Vision: Multimodal Inputs Unleashed:

    • Explore the integration of visual data with NLP.

    • Learn to process and analyze images alongside text, opening new dimensions for AI applications.

  6. Decoding Vector Embeddings:

    • Understand the concept of vector embeddings in representing text and images.

    • Master techniques to capture semantic relationships and nuances in data.

  7. RAG: Retrieval Augmented Generation:

    • Dive into the advanced concept of RAG.

    • Learn how to enhance AI responses by integrating external knowledge sources dynamically.

Who Is This Course For?

  • Developers looking to integrate advanced AI features into their applications.

  • Data scientists aiming to expand their expertise in AI and machine learning.

  • AI enthusiasts and hobbyists eager to explore the latest technologies from Google.

Enroll Now for Free!

Empower yourself with the skills to shape the future. Join our community of learners and pioneers on a journey to the forefront of AI technology. Enroll in "Gemini AI with Python - Quick Start" today and transform your ideas into reality!

Content

Course Overview and Downloads

Course FAQ and DOWNLOAD FILES HERE
Course Curriculum Overview

Understanding LLMs and API Access Set-up

How Gemini LLM Works
Getting Google Gemini API Access

Text Generation - Text, Chat, and Configuration Parameters

Text Generation
Chat Model - Messages and Chat History
Understanding Configuration Parameters

Gemini Vision

Google Gemini Vision with Python

RAG - Retrieval Augmented Generation with Google Gemini

Understanding RAG - Retrieval Augmented Generation
RAG with the Python API - Part One
RAG with the Python API - Part Two

Screenshots

Google Gemini AI with Python API - Quick Start - Screenshot_01Google Gemini AI with Python API - Quick Start - Screenshot_02Google Gemini AI with Python API - Quick Start - Screenshot_03Google Gemini AI with Python API - Quick Start - Screenshot_04

Reviews

Elmaddin
February 27, 2024
Perfect, I was using Chatgpt API and this course helped me more especially RAG. One thing to the instructor, the sound of the mechanical keyboard was destructive
Elderkin
February 14, 2024
Jose, I have taken alot of courses from you but the last portion of this class seems rushed. You introduce a pdf extractor within RAG sesction and literally do not do anything on it, I am rather confused on why you even added it?!?
Andre
February 14, 2024
Very clear instructions and description of the main concept (LLM - how they work). Also, the voice, tone, pronunciation all very clean and very fitting for this type of instructional video.
Edward
February 13, 2024
It was a free course, short and to the point on something I was interested in. I found the presentation clear, and the information useful. It is a good way to begin learning about LLM's and how to use the api.
Cdelgado
February 12, 2024
Jose is a very good instructor. This little course is a good introduction to Gemini LLM and how to use it.
Salim
February 11, 2024
As on other of his courses, this presenter is really skilful not only technically but also the way he conveys the contents. Great course as an introduction and prepares one for more advanced courses. The pace at the beginning was ideal for the beginners but then the speed was a bit faster towards the end. I suspect is not a big deal as you can always go back and repeat some areas.
Drashya
February 11, 2024
very good course. thanx for sharing it free .. it creates interest in me using ai models in upcoming projects.
Ehud
February 10, 2024
Great content - balance between breadth (i.e. diversity of topics) and depth. Sadly, though, much of it cannot be implemented if your country is not in the list here: https://ai.google.dev/available_regions this isn't up to the course itself, but I suggest people to check this details BEFORE joining the course!
Valeria
February 9, 2024
ola ola ola alerta medushil en la paya de Sant gent de gyrona una plaga de medussas asi peitias petitas petitas PERO como te piquen te dejan mirando para cuebnca

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5798868
udemy ID
2/1/2024
course created date
2/9/2024
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