Enroll Course: https://www.coursera.org/learn/building-gen-ai-powered-applications
Are you ready to dive into the exciting world of Generative AI and build your own intelligent applications? The Coursera course, “Building Generative AI-Powered Applications with Python,” is an excellent starting point for anyone looking to gain practical experience in this rapidly evolving field. This course doesn’t just teach theory; it immerses you in hands-on projects, guiding you step-by-step to create chatbots and diverse AI-powered tools.
What sets this course apart is its focus on real-world application development. You’ll be working with essential Python libraries like Flask and Gradio, and the powerful Langchain framework. The syllabus is packed with engaging modules, each designed to build a specific AI capability:
* **Image Captioning:** Start with the basics of generative AI and Hugging Face, building an automated image captioning tool using the BLIP model.
* **ChatGPT-Like Website:** Learn to create your own chatbot using open-source LLMs like Facebook’s Blenderbot and integrate it into a web interface.
* **Voice Assistant:** Develop a sophisticated chatbot that handles voice input and output, integrating IBM Watson’s speech-to-text and OpenAI’s GPT-3.
* **Generative AI-Powered Meeting Assistant:** Master summarizing audio with OpenAI Whisper and Llama 2, and learn deployment strategies with IBM Cloud.
* **Summarize Private Data with RAG:** Understand LLM mechanics and build a chatbot that answers queries based on your uploaded PDF documents using RAG and LangChain.
* **Universal Language Translator:** Create a voice translator using models like flan-ul2 and IBM Watson, building a web-based assistant with Python, Flask, and JavaScript.
* **AI Career Coach (Bonus):** A fantastic bonus module where you’ll build a suite of career-focused tools – resume enhancer, cover letter generator, and career advisor – using Llama-2 and Gradio.
This course is highly recommended for developers, data scientists, and anyone keen on leveraging generative AI. The practical, project-based approach ensures you’re not just learning concepts but actively building functional applications. By the end, you’ll have a portfolio of projects and the confidence to tackle more complex generative AI challenges.
Enroll Course: https://www.coursera.org/learn/building-gen-ai-powered-applications