Education · 10 min

Downloading Educational Playlists for Offline Study

How students and self-learners archive full courses from MIT OCW, Khan Academy, Fireship, freeCodeCamp and more — with respect for licensing and a workflow that survives finals week.

An open textbook merging into a laptop screen with lecture video timestamps
Education10 minApr 22, 2026

Free courses, permanent shelves

MIT · Khan · Fireship · freeCodeCamp

Some of the best free education on the internet lives as YouTube playlists — MIT OpenCourseWare mirrors, Khan Academy course sets, Fireship's technology deep-dives, freeCodeCamp's marathon tutorials, 3Blue1Brown series, Stanford CS lectures. Archiving them for offline study is a valid, respectful use of the medium, as long as you respect the creator's licensing and don't turn a personal shelf into a redistribution pipeline.

This guide covers how to do it well: what to check before downloading, which format works best for lecture material, how to preserve chapter markers and subtitles, and how to organise the result so 'find the recursion lecture' takes ten seconds instead of ten minutes.

Licensing first — the two-minute check

Before downloading, spend two minutes on the channel's about page. Many educators explicitly permit personal offline use — MIT OpenCourseWare, Khan Academy, and Fireship all do, under various Creative Commons variants. Some educators ask that you link back if you redistribute clips. A quick check saves an awkward email later.

The general pattern for free educational content is Creative Commons BY-NC-SA: personal offline use is fine, commercial redistribution is not, derivative works must credit and match the license. That covers roughly 90% of what most self-learners actually want to do.

§License shorthand you'll see

  • CC BY — free use with attribution
  • CC BY-SA — free use with attribution, derivatives share-alike
  • CC BY-NC — free non-commercial use with attribution
  • CC BY-NC-SA — most common on educational content; the safe default
  • Standard YouTube License — check the specific channel's stated policy

Choose 720p MP4 for most lecture content

For heavy note-taking, MP4 at 720p is the sweet spot. You can scrub the timeline, pause on slides, and rewind exact seconds without your laptop fan spinning up. 1080p is worth the extra storage for slides with tiny text, code snippets, or fine-motor demonstrations (music, drawing, machine setup).

Above 1080p is diminishing returns for lecture material. Very few educational videos are shot in true 4K; downloading 4K just gives you an upscaled file that takes twice the space with no additional information.

Preserve chapter markers and subtitles

Long lectures often carry chapter markers in the source — YouTube's built-in navigation dots. Preserve them via M4V or MKV containers to keep in-video navigation working. Losing chapters in a two-hour lecture turns 'jump to the recursion section' into 'scrub for four minutes hoping you remember the visual cue'.

Subtitle files are the underrated hero of academic archiving. Even auto-generated English subs on STEM content are 90%+ accurate. Save them as .srt sidecars alongside the video and suddenly your entire course archive is grep-able. 'Which lecture covered dynamic programming?' becomes a shell one-liner.

§Subtitle-related download flags

  • yt-dlp: --write-auto-sub --sub-lang en --convert-subs srt
  • YTMultiDownload: enable 'download subtitles' in advanced options
  • Keep both auto and manual subs when both exist — manual is more accurate
  • For non-English content, --sub-lang en,original grabs both when available

Organise like a library, not a folder

A little organisation saves hours over a semester. The mental model to steal is 'this is a shelf', not 'this is a downloads folder'. Course-level folders, week-level or module-level subfolders, one video per file with a sortable name.

  • One folder per course, named 'CS229 - Machine Learning (Ng, 2018)' style
  • Playlist order preserved in filenames with zero-padded prefixes
  • A plain-text README with the source URL, license, and download date
  • Notes filed alongside the videos, not in a separate app you'll abandon
  • Source URL in a sidecar .txt for provenance if the original disappears
  • Subtitle .srt files kept next to their videos

The single best organisational habit: name the folder for the archive on day one. Nothing gets renamed once course starts.

For very long courses (multi-semester, 100+ hours)

Multi-semester course dumps benefit from a spreadsheet or a small SQLite index. Even 50 lines of Python beats grepping filenames for 'linear algebra week 4'. Store title, duration, source URL, file path, and a one-line summary; that's enough to answer 95% of 'where did I put that lecture' questions.

For truly large archives (an entire computer science degree's worth of MIT OCW, say), consider a static-site generator like MkDocs or Docusaurus pointed at a folder of markdown notes with embedded video links. Overkill for most people. Life-changing for autodidacts.

Note-taking that survives the archive

The archive is only half of a study workflow — the notes are the other half. Keep notes in plain markdown files next to the videos they annotate. Timestamp links (e.g. 'see 34:12 in lecture 5') turn notes into a navigable index. Anki decks generated from your notes give you spaced repetition on top of the video library.

The 20% of students who set this up on day one finish the course. The 80% who plan to set it up 'once things settle down' don't.

Bandwidth and storage planning

A full-semester course at 720p MP4 typically weighs 8–15 GB. A four-course semester fits comfortably on a 100 GB partition. An entire self-taught CS degree — dozens of courses — lands around 500 GB to 1 TB. That's a $50 external SSD in 2026, which is the cheapest textbook you'll ever buy.

  • Single course, 720p — 8–15 GB
  • Single course, 1080p — 15–25 GB
  • Four-course semester — 40–80 GB
  • Full self-taught degree — 500 GB – 1 TB
  • Same content, audio-only for review — 90% smaller

Frequently asked questions

Is downloading MIT OCW playlists allowed?+

MIT OpenCourseWare content is Creative Commons BY-NC-SA — personal offline use is explicitly allowed, commercial redistribution is not. That's about as permissive as licensed education gets.

Can I download subtitles for accessibility?+

Yes — most tools support .srt or .vtt export. Auto-generated subs are decent (~90%+) for English STEM content and improving fast in other languages. Manual subs, when creators provide them, are always higher quality.

What's the best format for slide-heavy content?+

MP4 at 1080p if the slides contain code or fine text. Otherwise 720p is enough. If you're archiving a slide-only presentation, downloading the slide PDF separately (when the presenter provides one) usually beats video.

How do I keep my archive in sync when new lectures are added?+

Re-run the same playlist URL through the downloader. Good tools use an archive log to skip already-downloaded videos and grab only the new ones. yt-dlp does this with --download-archive.

Should I download practice problem sets and slides too?+

Yes, whenever the creator hosts them. Video is the presentation; problem sets are the actual work. Both belong in the archive.

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