Building Generative AI-Powered Applications with Python
Completed by James Simpson
February 19, 2025
14 hours (approximately)
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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: LangChain
- Category: Image Analysis
- Category: Retrieval-Augmented Generation
- Category: Application Development
- Category: Python Programming
- Category: Web Applications
- Category: Flask (Web Framework)
- Category: OpenAI API
- Category: Hugging Face
- Category: Large Language Modeling
- Category: Natural Language Processing
- Category: User Interface (UI)
