Generative AI for Python Developers with Google AI
What you'll learn
- How to add Generative AI capabilities to your Python applications
- Integrating the Generative Language API SDK into your Python code
- Consuming the Generative Language REST API in your Python code
- Integrating the Vertex AI SDK into your Python code
- Consuming the Vertex AI REST API in your Python code
- Develop a GenAI Bot in Python with Flask
- Understand the fundamental concepts of Generative AI from a developer's perspective
- Learn about Prompt Engineering best practices
- Learn about different prompt design strategies
- Learn how to use Vertex AI Studio to design prompts
- Understand how LLM model parameters work
Requirements
- Basic proficiency in Python
Description
Welcome to the "Generative AI for Python Developers with Google AI" course!
Are you a Python developer looking to harness the power of Generative AI in your applications without diving too deep into the complexities of Machine Learning and Data Science? If so, this course is tailor-made for you!
In this comprehensive course, you'll discover how to seamlessly integrate Google's advanced Generative AI capabilities into your Python code through the Vertex AI API. Designed by a developer, for developers, no prior knowledge of Machine Learning or Data Science is needed. It focuses on practically, giving you just enough of the what and why, and then a lot of the how.
Throughout the course, you'll gain a strong foundation in Generative AI, understand the mechanics of how generative AI generates new content, and explore the driving force behind it all—the Google Gemini and PaLM2 Large Language Models. You'll also learn the art of prompt engineering, using Vertex AI Studio, you will craft prompts that yield impressive results tailored to your specific use cases.
The core of the course focuses on practicality. You'll be guided through the process of seamlessly integrating the Google Vertex AI API into your Python applications. And the best part? You'll build your very own generative AI application to practice your newly acquired Gen AI skills.
Course Highlights:
Learn how to integrate the Google Vertex AI API into your Python code
Develop a GenAI Bot in Python with Flask
Understand the fundamental concepts of Generative AI from a Developer's perspective
Learn how to use Vertex AI Studio to design prompts
Learn about Prompt Engineering best practices
Understand how LLM model parameters affect creativity in responses
Don't miss this unique opportunity to expand your Python development toolkit with the creative possibilities of Generative AI. Enroll today and unlock a new dimension of software development!
Who this course is for:
- Software Developers / Engineers
Instructor
Sean Campbell is a highly experienced Software Engineer, specializing in software development for over 17 years. He holds a Master of Science in Software Engineering degree and is particularly interested in software architecture, design patterns, engineering best practices (like SOLID principles), technical documentation, and AI. Sean has held Senior Software Engineer, Technical Lead, and Principal Engineer roles in various industries, including security, mining, insurance, health care, and affiliate marketing. He is an enthusiastic advocate of knowledge sharing and empowering others to become exceptional Software Engineers. Sean has a unique talent for simplifying complex topics to make them practical and easy to understand for anyone.