Building Generative AI-Powered Applications with Python
Completed by Edward Kim
July 1, 2024
14 hours (approximately)
Edward Kim's account is verified. Coursera certifies their successful completion of Building Generative AI-Powered Applications with Python
What you will learn
Explain the core concepts of generative AI, including large language models, speech technologies, and platforms such as IBM watsonX, and Hugging Face
Build generative AI-powered applications and chatbots using LLMs, retrieval-augmented generation(RAG), and foundational Python frameworks
Integrate speech-to-text (STT) and text-to-speech (TTS) technologies to enable voice interfaces in generative AI applications
Develop web-based AI applications using Python libraries, such as Flask and Gradio, along with basic front-end tools like HTML, CSS, and JavaScript
Skills you will gain
- Category: Natural Language Processing
- Category: Retrieval-Augmented Generation
- Category: Python Programming
- Category: Application Development
- Category: Hugging Face
- Category: OpenAI
- Category: Flask (Web Framework)
- Category: LLM Application
- Category: LangChain
- Category: OpenAI API
- Category: Large Language Modeling
- Category: Web Applications
