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Building Generative AI-Powered Applications with Python
Coursera
Course
Unknown

Building Generative AI-Powered Applications with Python

IBM

Learn to build real-world generative AI applications and chatbots using Python, Flask, Gradio, LangChain, and large language models.

Unknown7 weeksEnglish

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 li

What You'll Learn

  • Explain generative AI concepts including large language models and speech technologies
  • Build generative AI applications and chatbots using LLMs, RAG, and Python frameworks
  • Integrate speech-to-text and text-to-speech technologies for voice interfaces
  • Develop web AI applications with Flask, Gradio, and basic front-end tools

Prerequisites

  • Basic Python programming knowledge

Instructors

I

IBM Skills Network Team

S

Sina Nazeri

Topics

Hugging Face
Natural Language Processing
Web Applications
Prompt Engineering
OpenAI
Python Programming
Generative AI
LLM Application
LangChain
Flask (Web Framework)

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

Hugging Face
معالجة اللغة الطبيعية
تطبيقات الويب
هندسة الإرشاد
OpenAI
برمجة بايثون
الذكاء الاصطناعي التوليدي
تطبيقات نماذج اللغات الكبيرة
LangChain
Flask (Web Framework)

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