Advance Statistics (ML Roadmap 2022)
Total watch time
1h 26m
at 1× speed · exactly 1 hour, 25 minutes, 50 seconds at 1×
| 1× | 1h 25m 50s |
|---|---|
| 1.25× | 1h 8m 40s |
| 1.5× | 57m 13s |
| 1.75× | 49m 3s |
| 2× | 42m 55s |
Average video12m 16s
Longest22m 23s
Shortest3m 54s
Remaining—
Plan to finish
About 2 days at an hour a day
Pick a daily pace and the days you'll watch. Ticked videos are skipped.
Days
At one hour a day, every day, this playlist takes about 2 days. Turn on JavaScript to plan around your week.
Subscribe (keeps updating)
Google Calendar (first session)
The .ics file imports into Google Calendar, Apple Calendar and Outlook — one event per study day listing that day's videos. Subscribing instead keeps the plan in step with the playlist: new videos become new sessions. In Google Calendar use Other calendars → From URL with the copied feed URL.
Videos (7)
1h 26m in total · tick what you've watched
Tick videos you've watched — progress is saved in this browser.
| Watched | ||||
|---|---|---|---|---|
| 1 |
|
3:54 | 2017-08-11 | |
| 2 |
|
22:23 | 2019-07-29 | |
| 3 |
|
19:13 | 2019-08-05 | |
| 4 |
|
6:56 | 2017-11-13 | |
| 5 |
|
6:42 | 2015-07-09 | |
| 6 |
|
14:41 | 2020-07-06 | |
| 7 |
|
12:01 | 2020-01-10 |
No videos match that filter.
Data from the YouTube Data API as of 2026-09-22 (cached). Private or deleted videos are excluded from totals.