Numpy

by CampusX · 13 videos

Total watch time

2h

at speed · exactly 2 hours, 6 seconds at 1×

2h 6s
1.25×1h 36m 5s
1.5×1h 20m 4s
1.75×1h 8m 38s
1h 3s
Average video9m 14s
Longest18m 45s
Shortest1m 40s
Compare Open on YouTube JSON

Plan to finish

About 3 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 3 days. Turn on JavaScript to plan around your week.

Videos (13)

2h in total · tick what you've watched

Tick videos you've watched — progress is saved in this browser.

Videos to
Watched
1 Numpy Part 1 - Introduction to Numpy 8:33 2019-09-23
2 Numpy Part 2 - Installing Jupyter Notebook 5:21 2019-09-23
3 Numpy Part 3 - Creating N-d Arrays 10:03 2019-09-23
4 Numpy Part 4 - Some Important Attributes 8:34 2019-09-24
5 Numpy Part 5 - Python Lists Vs Numpy Arrays 12:34 2019-09-24
6 Numpy Part 6 - Indexing, Slicing and Iteration 12:54 2019-09-25
7 Numpy Part 7 - Numpy Operations 12:37 2019-09-25
8 Numpy Part 8 - Reshaping Numpy arrays 10:01 2019-09-26
9 Numpy Part 9 - Fancy indexing in Numpy 1:40 2019-09-26
10 Numpy Part 10 - Indexing with Boolean Arrays 5:24 2019-09-26
11 Numpy Part 11 - Plotting graphs using Numpy 4:51 2019-09-27
12 Numpy Part 12 - Broadcasting 8:49 2019-09-30
13 Some important numpy functions 18:45 2020-02-14

Embed a badge

Show the watch time in a README or course description — it links back here and updates itself

Watch time: 2h · 13 videos

Markdown
[![Watch time: 2h · 13 videos](https://playlistduration.com/badge/playlist/PLKnIA16_Rmvb-ToL3RQ_bwxG4_ND-0-DT.svg)](https://playlistduration.com/playlist/PLKnIA16_Rmvb-ToL3RQ_bwxG4_ND-0-DT)
HTML
<a href="https://playlistduration.com/playlist/PLKnIA16_Rmvb-ToL3RQ_bwxG4_ND-0-DT"><img src="https://playlistduration.com/badge/playlist/PLKnIA16_Rmvb-ToL3RQ_bwxG4_ND-0-DT.svg" alt="Watch time: 2h · 13 videos" width="175" height="20"></a>

Add ?speed=1.5 to the image URL for the time at that speed, ?label=Course to change the left text, or ?style=flat-square for square corners.

Want the numbers themselves? GET https://playlistduration.com/api/v1/playlist/PLKnIA16_Rmvb-ToL3RQ_bwxG4_ND-0-DT returns them as JSON — free, no key. API docs →

Data from the YouTube Data API as of 2026-09-22 (cached). Private or deleted videos are excluded from totals.