Building a YouTube Video Summarizer with Python and the GPT API — PickAClass
⏱ 2h 42m 📚 27 lessons 🎧 Audio version

Building a YouTube Video Summarizer with Python and the GPT API

Learn to extract transcripts, engineer effective prompts, and use the GPT API to build a custom text-based video summarization tool with Python.

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About this course

In an era of information overload, extracting key insights from long online videos is a highly valuable skill. This text-only course teaches you how to build a custom AI-driven summarization tool from scratch using Python and the GPT API. You will start with foundational concepts of web APIs, text processing, and prompt design before diving into practical implementation. By the end of this course, you will have a deep understanding of how to connect Python scripts to external language models to automate content synthesis. What you will learn: - Understand the foundational concepts of APIs, token limits, and text summarization workflows. - Extract and clean transcript data using Python libraries. - Configure secure authentication and environment variables for API integration. - Apply modern prompt engineering techniques to generate structured, high-quality summaries. - Implement asynchronous Python patterns to handle API requests efficiently. - Manage API rate limits and format outputs using modern Python type hints. This course starts with key definitions and environment setup, moving step-by-step through transcript extraction, prompt design, and API integration. It is designed for beginners with basic Python familiarity, requiring no prior experience with machine learning or natural language processing. Start reading today to build your own automated text summarization application.

What you'll get

  • 📜 Certificate of completion
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  • 💬 Personal AI tutor
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  • 🎧 Audio version included
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  • 📱 Phone or computer
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  • 💸 14-day refund
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  • Short & focused
    2h 42m of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

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Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Building a YouTube Video Summarizer with Python and the GPT API
Skills demonstrated
Behavioral pattern analysis
Foundational
1.2 hrs
Decision-architecture frameworks
Proficient
1.4 hrs
A/B test design
Proficient
1.7 hrs
Behavioral copywriting
Advanced
1.9 hrs
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PickAClass — Name Surname
Building a YouTube Video Summarizer with Python and the GPT API
Page 2 of 2
Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
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pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

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Yes — full refund within 14 days, no questions asked.

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Forever. Once you purchase, the course is yours to revisit anytime.

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Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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