Udemy – LLMs with Google Cloud and Python 2023-11

LLMs with Google Cloud and Python, Step into the transformative realm of language models and learn how to harness their expansive potential with Google Cloud and Python. This in-depth Udemy course offers a perfect fusion of theoretical insights and practical skills. The course kicks off with a solid foundation in Large Language Models, helping students understand their complexity and functioning. As you delve into the main modules, you will become proficient in using the Google Cloud platform, effortlessly navigating the Generative AI Studio, comprehending its pricing, and selecting the best model for your needs. The course also delves into effective methods for Zero, One, and Few Shot Prompting, offering a comprehensive learning journey. We then explore the nuances of the Vertex AI Python LLM API, shedding light on parameters essential for fine-tuning models to peak performance.

You’ll learn about everything from token limits to temperature settings and sophisticated stop sequences in great detail. A highlight of this course is the practical labs, where students can create various tools, such as an advanced Customer Service Chatbot and a state-of-the-art Translation and Summarization AI Bot. These labs go beyond coding, applying theoretical knowledge to tangible, real-world applications. The course also ventures into the captivating area of prompt engineering. Students will learn to craft effective prompts for tasks like summarization and extraction. In addition, you’ll explore text embeddings, learning about context injection in prompts and boosting model accuracy with similarity searches!

What you’ll learn

• Gain a comprehensive understanding of how large language models function, along with their core components and mechanisms.
• Master the setup and utilization of Large Language Models on the Google Cloud platform, including understanding the pricing structure and model options.
• Develop the ability to effectively use Vertex AI’s Python LLM API, understanding and implementing various parameters like token limit, temperature, and more.
• Acquire practical skills in designing and developing a customer service chatbot using generative AI, ensuring it meets industry standards.
• Delve into the nuances of coding models, from generating prompts to ensuring accurate code completions, enhancing your skill set as a developer.

Who this course is for

• Python developers looking to leverage Large Language Models from Google Cloud

Specificatoin of LLMs with Google Cloud and Python

• Publisher : Udemy
• Teacher : Jose Portilla
• Language : English
• Level : All Levels
• Number of Course : 37
• Duration : 4 hours and 52 minutes

Content of LLMs with Google Cloud and Python

Requirements

• Python programming experience
• Permissions to set-up a Google Cloud Account (Credit Card may be required)

Pictures

Sample Clip

Installation Guide

Extract the files and watch with your favorite player

Subtitle : English

Quality: 720p

Download Links

Download Part 1 – 1 GB

Download Part 2 – 723 MB

File size

1.7 GB