
Download the files for Google Gemini here!
Let's get an overview of Google Gemini and how its covered in the course!
Explore how a large language model processes input through tokenization, vector embeddings, and probabilistic sampling to generate text, with rag retrieval augmented generation and configurable parameters.
Discover how to get a Google Gemini API key and access Gemini models with Python via Google AI Studio and Maker Suite. Learn the simple alternatives and essential setup steps.
Learn how to generate text with a single prompt using Gemini's generative model, retrieve the response text, and inspect prompt feedback and safety categories before exploring chat models.
Learn to implement chat sessions with history using Gemini Pro in Python, sending messages, inspecting chat history, and counting tokens to manage usage.
Configure Gemini Pro with the Python API by adjusting max output tokens, temperature, top k, top p, candidate count, and stop sequences to tailor model outputs.
Explore the Gemini vision model in Python, using multimodal inputs (text and image) to generate a single context-driven response via the Python API with the Pillow library.
Explore retrieval augmented generation in Python by creating text embeddings, storing them in a vector store, and performing cosine similarity to retrieve relevant documents.
Learn retrieval augmented generation with the python api by embedding queries, retrieving the most similar document, and augmenting answers with context and source title, including pdf text extraction.
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?
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.
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.
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.
Configuring Gemini AI:
Get to grips with the essential configuration parameters.
Learn how to optimize your AI model's performance and accuracy.
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.
Decoding Vector Embeddings:
Understand the concept of vector embeddings in representing text and images.
Master techniques to capture semantic relationships and nuances in data.
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!