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Creating a YouTube Video Summarization AI Using the GPT API

The goal is to master the complex GPT API and Python in the easiest way possible through hands-on practice. You will develop a YouTube video summarization AI using the latest ChatGPT API and implement it as a web application using Streamlit.

(4.7) 3 reviews

31 learners

Level Basic

Course period Unlimited

Python
Python
Big Data
Big Data
AI
AI
ChatGPT
ChatGPT
Python
Python
Big Data
Big Data
AI
AI
ChatGPT
ChatGPT

What you will gain after the course

  • Learn how to process YouTube subtitle data for AI prompts.

  • Mastering GPT API utilization beyond the level of simple back-and-forth AI chatbots

  • Gaining optimization ideas when using LLM technology in development

Creating a YouTube
Video Summary AI with GPT API

Gain practical experience in developing AI services.


We are living in an era where the ability to utilize AI technology is becoming increasingly important.
By going beyond simple chatbots and building your own AI that automatically summarizes the core content of actual YouTube videos,
you can develop your GPT API integration and Streamlit skills..

Build a Streamlit-based web service using Python and the ChatGPT API.
.

You will complete the entire pipeline of fetching subtitles from a YouTube URL, summarizing them with AI,
and displaying the results on the web.

Gain practical AI service development experience and
ideas for LLM technology optimization.

Building a YouTube Summary AI with
GPT API and Python

Section 1 - Course Introduction and Development Environment Setup

In this section, we provide an overview of the AI-based YouTube video summarization service project and guide you through the learning objectives and overall course flow. Additionally, we cover the essential Python syntax and development environment setup required for the project.


Section 2 - Implementing YouTube Video Summarization AI

We will practice the process of using Python to retrieve subtitle data from YouTube videos, integrating the OpenAI API to summarize the subtitles with ChatGPT, and finally implementing the service as a web application using Streamlit.

Does the complex GPT API feel overwhelming?
This course was created specifically for people like you.


✔️ Those looking for the next step after learning Python basics

  • Those who want to go beyond simply learning Python syntax and actually build real-world AI services

  • Those who want to personally implement practical AI applications using the ChatGPT API

  • Those who want to learn how to utilize the GPT API for various LLM technologies beyond simple chatbots

✔️ Those who want to create utility programs using LLMs

  • Those who want to create an AI service that summarizes key content using only a YouTube video link

  • Those who want to easily implement AI development results into web applications using Streamlit

  • Those who want to enhance their AI model utilization skills through AI prompt engineering and YouTube subtitle data processing

✔️ Developers who want to apply AI technology to practical work

  • Those who want to experience the actual service development process using the latest ChatGPT API and Python

  • Those who want to gain optimization ideas that may arise when implementing LLM technology and improve their practical application skills.

  • Those who want to gain experience in building end-to-end pipelines, from data processing to AI analysis and web UI implementation.


AI-powered services are no longer just vague ideas.
Turn the ideas you've wanted to build with your own hands into reality.

Notes before taking the course


Practice Environment

  • Operating System: Windows, macOS, and Linux are all supported.

  • Required Tools: Python and a code editor such as VS Code or PyCharm are required.

  • Recommended Specifications: At least 4GB of RAM is recommended for a smooth development environment.

Prerequisites and Requirements

  • An understanding of basic Python syntax (variables, lists, functions, loops) is required.


  • Having a basic understanding of LLM (Large Language Model) concepts will be helpful for your learning.

Learning Materials

  • All Python code example files used in the lecture will be provided.

  • Materials on how to implement web UIs using Streamlit are included.

  • Hands-on materials on how to integrate the OpenAI API and utilize GPT models will be provided.


Recommended for
these people

Who is this course right for?

  • Those looking for what to learn next after studying Python basics

  • Those who want to try creating utility programs using LLMs

Need to know before starting?

  • Basic knowledge of Python variables, conditional statements, functions, etc.

  • We will purchase $5 in ChatGPT credits for the class. (The code can be modified to use a local LLM instead.)

Hello
This is Essential

320

Learners

43

Reviews

1

Answers

4.8

Rating

9

Courses

We provide a systematic curriculum and conceptual summaries so that you can easily understand the core and essence of programming,

We kindly teach various programming languages such as Python, JavaScript, and Kotlin,
framework technologies like React, Spring, and FastAPI,
and AI technologies such as LangChain and n8n.

Practical examples and real-world application methods are provided.
We offer lectures that include only the essential content for efficient learning, allowing you to quickly understand and apply what you learn.

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Curriculum

All

10 lectures ∙ (55min)

Published: 
Last updated: 

Reviews

All

3 reviews

4.7

3 reviews

  • yeseong0412님의 프로필 이미지
    yeseong0412

    Reviews 31

    Average Rating 5.0

    5

    100% enrolled

    It was great to be able to quickly learn about the YouTube summary project!

    • ratel1412님의 프로필 이미지
      ratel1412

      Reviews 32

      Average Rating 4.9

      5

      100% enrolled

      • janggetup1306님의 프로필 이미지
        janggetup1306

        Reviews 8

        Average Rating 4.8

        Edited

        4

        100% enrolled

        It was useful to learn how to summarize YouTube videos using Python and various packages. ^^

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