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Building Generative AI Applications and Agents
Coursera
Specialization
Unknown

Building Generative AI Applications and Agents

Coursera

Learn to build intelligent AI applications and agents using ChatGPT API, LangChain, and Hugging Face with hands-on projects to develop innovative AI solutions.

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About this Course

Generative AI is transforming industries, and AI agents are at the forefront of this revolution. This specialization teaches you to build practical GenAI applications and intelligent agents using industry-standard tools like ChatGPT API, LangChain, and Hugging Face. You'll progress from API integration basics to advanced RAG applications, gaining hands-on experience with real-world projects. Through 6 comprehensive courses, you'll learn prompt engineering, agent architecture, model selection, and performance optimization. By completion, you'll be equipped to develop AI-powered solutions that automate workflows, analyze data, and solve complex business problems. This program is ideal for Python developers, data scientists, and software engineers ready to add cutting-edge AI capabilities to their skillset and build the next generation of intelligent applications

What You'll Learn

  • Build AI agents and generative AI applications using ChatGPT API, LangChain, and advanced frameworks
  • Design and implement RAG applications combining large language models with vector databases
  • Select and optimize LLM models from Hugging Face based on performance and cost

Prerequisites

  • Basic familiarity with AI concepts and terminology
  • Willingness to engage in applied exercises or case-based work

Instructors

S

Starweaver

Global Leaders in Professional & Technology Education

R

Ritesh Vajariya

Advisor | Leader | Speaker |Author

M

Manas Dasgupta

Generative AI Trainer and Consultant

S

Soheil Haddadi, Reza Moradinezhad

Data Scientist | AI & ML Research Scientist | Interested in LLMs and GenAI, AI Educator | Human-Centered Interaction Researcher | Promoting Trustworthy AI

Topics

Machine Learning
Data Science
Software Development
Computer Science
AI Enablement
AI Workflows
ChatGPT
CrewAI
Embeddings
Generative AI

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تعلم الآلة
علوم البيانات
تطوير البرمجيات
علوم الحاسوب
تمكين الذكاء الاصطناعي
سير عمل الذكاء الاصطناعي
ChatGPT
CrewAI
Embeddings
Generative AI

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