LLMs with Google Cloud and Python

Learn to use Google Cloud's latest LLM models in Google Cloud Platform and with Python!

Created by: Jose Portilla
Head of Data Science at Pierian Training

Created by: Pierian Training
Data Science and Machine Learning Training

What Will I 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.
• Understand the art and science of prompt engineering, learning to structure, ideate, and transform prompts for tasks such as summarization, classification, extr
• Learn advanced techniques in text-embedding and context injection, gaining proficiency in similarity searches and context-based prompting.
• Enhance your ability to fine-tune models using the Google Cloud Console, ensuring optimal performance and outcomes for specific tasks and applications.

Requirements

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

Target audience

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