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Building Generative AI-Powered Applications with Python

By Coursera on Coursera · Data Science
Price
$49

About This Course

Ready for an interactive learning experience to build real-world generative AI applications and chatbots? In this hands-on course, you’ll develop a series of guided projects using Python, Flask, Gradio, and LangChain to create AI-powered applications for practical scenarios, including a voice assistant, a meeting summarizer, a language translator, and a personalized career coach. You’ll work with popular large language models (LLMs) such as GPT-3, Llama 2, and Flan-UL2, hosted on platforms like IBM watsonx and Hugging Face. You’ll also explore advanced concepts, such as retrieval-augmented generation (RAG), to enhance LLM responses with external knowledge, and integrate speech-to-text (STT) and text-to-speech (TTS) using IBM Watson® Speech Libraries and OpenAI Whisper to enable voice interactions. While a basic understanding of Python is essential, knowledge of HTML, CSS, or JavaScript is helpful but not required. The course includes supporting readings and videos to build foundational knowledge of the models and frameworks used. In addition, a comprehensive course glossary will help reinforce your learning.

Instructor

IBM

Frequently Asked Questions

How much does Building Generative AI-Powered Applications with Python cost?
Building Generative AI-Powered Applications with Python costs $49. Check the course page for current pricing and available discounts.
Who teaches Building Generative AI-Powered Applications with Python?
Building Generative AI-Powered Applications with Python is taught by IBM, IBM.
What skill level is Building Generative AI-Powered Applications with Python for?
This course is designed for advanced learners.