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Develop Generative AI Applications: Get Started
Coursera
Course
Unknown

Develop Generative AI Applications: Get Started

IBM

Get ready to power up your resume with the GenAI development skills employers need. During this course you’ll explore core prompt engineering strategies—like in-context learning and chain-of-thought—and create and manage robust prompt templates. Plus, you’ll follow best practices to handle common errors and experiment with different LLMs and configurations to strengthen your outputs. You’ll then dive deeper into LangChain, mastering chains, tools, and agents to create smarter, more responsive

Unknown3 weeks66,768 enrolled

About this Course

Get ready to power up your resume with the GenAI development skills employers need. During this course you’ll explore core prompt engineering strategies—like in-context learning and chain-of-thought—and create and manage robust prompt templates. Plus, you’ll follow best practices to handle common errors and experiment with different LLMs and configurations to strengthen your outputs. You’ll then dive deeper into LangChain, mastering chains, tools, and agents to create smarter, more responsive

What You'll Learn

  • Master the basics of GenAI and the LangChain framework, focusing on how prompt engineering and in-context learning to enhance AI interactions
  • Apply prompt templates, chains, and agents to create flexible and context-aware AI applications using LangChain's modular approach
  • Develop a GenAI web application with Flask, integrating advanced features such as JSON output parsing for structured AI responses
  • Evaluate and compare different language models to select the most suitable for specific use cases, ensuring optimal performance and reliability

Instructors

H

Hailey Quach

I

IBM Skills Network Team

Topics

Natural Language Processing
Prompt Engineering
Model Evaluation
Generative AI
Flask (Web Framework)
LangChain
Software Development
LLM Application

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

Natural Language Processing
Prompt Engineering
Model Evaluation
Generative AI
Flask (Web Framework)
LangChain
Software Development
LLM Application

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