Videos: add in timestamps

[reshamas]

What We Are Doing: Adding Timestamps to Videos

Adding timestamps to the description section of the videos on Data Umbrella YouTube channel.

Why We Are Adding Timestamps

When timestamps are available:

1. It makes it easy for viewers to get to the part in the video they are interested in.
2. It also helps potential viewers find the video based on their search terms.

Your helpful contribution is greatly appreciated!!

Instructions

1. Pick a video and indicate below the "Event #" and "Video Name" you will work on. If you pick a video to work on, please add a comment below, so two people are not working on the same video (avoid duplicating work).
2. Watch the video and make a list of descriptive timestamps.
3. To submit your timestamps, there are two options:
   • Open a new issue. Label the issue with the video speaker and title. Add in the timestamps and notes (Markdown txt format)
   • Create a pull request with the timestamps in the file indicated to add the timestamps.
   • This is the format needed for timestamps. Any other format will require us to do extra work so we can copy and paste it into the YouTube video description.

00:00 Introduction
10:00 example
12:23 example

1. Below is a list of videos that need timestamps. The video descriptions can be checked to see if the timestamps are there or not: https://www.youtube.com/c/DataUmbrella

Extra

1. Please pick one video at a time.
2. After you pick a video, please share the timestamps within two weeks, or sooner. Thank you.

Examples

• Linked Lists event
• Probabilistic Programming with PyMC
• FastAPI

Example PR Description

Example PR: #143

Added timestamps for [topic x]

Towards #92
Closes #xxx [replace xxx with related issue, if there is one]

---

List of completed timestamps

List of Videos that need timestamps

• 110 Zenodo | 2025/110-esther-zenodo.md (@ ?)
• 109 JupyterLab extensions | 2025/109-roy-jupyter.md (@invisibleroads)
• 108 Git | 2024/108-sam-git.md (@reshamas )
• 107 Polars, Narwhals | 2024/107-marco-polars.md (@reshamas)
• 106 RAGged AI | 2024/106-pablo-rag.md (@ volunteer)
• 105 polars for data analysis | 2024/105-kimberly-polars.md (@reshamas)
• 104 data science teams | 2024/104-clair-ds-teams.md (@kljohnson4good)
• 103 knowledge graphs | 2024/103-knowledge-graphs.md (@reshamas)
• 102 energy | 2024/102-cutler-energy.md (@samvmdev)
• 101 Tiki | 2024/101-marc-tiki.md (@ volunteer)
• 100* Ethics in DS/AI | 100-cecilia-ethical-datascience.md (@ volunteer)
• 99 gemini | 2024/099-anna-gemini.md (@suemnjeri)
• 98 bash scripting | 2024/098-rebecca-bash-scripting.md (@samvmdev)
• 97 OS History | 2024/097-juan-open-source-history.md (@reshamas)
• 96 Penpot | 2024/096-pablo-penpot.md (@BerylKanali)
• 95 ML Security | 2024/095-joseph-ml-security.md (@samvmdev)
• 94 Linux | 2023/94-nicholas-linux.md (@Virgo-Alpha)
• 93 Model Risk | 2023/93-alejandro-model-risk.md (@reshamas)
• 92 Figma | 2023/92-ilia-figma.md (@samvmdev)
• 91 OS in Australia | 2023/91-sae-opensource.md (@samvmdev)
• 90 OpenRefine | 2023/90-martin-openrefine.md (@reshamas)
• 89c Debugging, VSC Part 3 | 2023/89-juanluis-debugging.md (@samvmdev)
• 89b Debugging, Jupyter Part 2 | 2023/89-juanluis-debugging.md (@reshamas)
• 89a Debugging, Part 1 | 2023/89-juanluis-debugging.md (@samvmdev)
• 88 Info Security --- 2023/88-zoe-infosec.md (@BerylKanali)
• 87 Blockchain --- 2023/87-fabian-blockchain.md (@ volunteer)

[symeneses]

I would like to do take 46.

[reshamas]

Working on Video 20 (Marcos, pandas)

[symeneses]

I could work on 17 (core python) and 37 (lux) 🙋🏽‍♀️

[suemnjeri]

I'll work on number 28 (Liz, excel)

[reshamas]

I will work on event 29 (Sam, Intro to Jupyter + Pandas).

[symeneses]

17 is done! As Reshama will work on 37. I could continue with 16.

[LucyJimenez]

I would like to do 15 (Emma, plotly) (***).

[thayeylolu]

I will work on 54 (Melissa, SciPy)

[thayeylolu]

@reshamas Has today's Scipy recording with Melissa been uploaded to the youtube channel?

[thayeylolu]

@reshamas I added the timestamp for Melissa’s video. Kindly review.

[thayeylolu]

I will work on 5 next

[symeneses]

Working on 18 (streamlit)

[thayeylolu]

@reshamas I will work on 12 (Mridu, bot) during the weekend. What do the triple asterisks in some tasks mean? I also left a question for you in #107. #107 (comment)

[suemnjeri]

@reshamas took a while but I am done now

[samvmdev]

@reshamas I can take 95 on ML security

[kljohnson4good]

I would like to take [104] Best Practices for Creating a Data Science Team, thank you.

[marielaraj]

Hi, @reshamas! I'd like to take the 100 (Ethics in DS/AI). Is it ok?

It has an *, I do not know what that means

[reshamas]

Hi, @reshamas! I'd like to take the 100 (Ethics in DS/AI). Is it ok?

It has an *, I do not know what that means

@marielaraj Yes, that would be great. The "*" indicates that we would like to prioritize that video for timestamps, so this is perfect :)

[samvmdev]

@reshamas I'll take 86 - Lessons from COVID

[reshamas]

@mmcelaney

[reshamas]

Hi, @reshamas! I'd like to take the 100 (Ethics in DS/AI). Is it ok?
It has an *, I do not know what that means

@marielaraj Yes, that would be great. The "*" indicates that we would like to prioritize that video for timestamps, so this is perfect :)

Hi @marielaraj, How are the timestamps going for this video?

[invisibleroads]

@reshamas I'll work on timestamps for 109

[samvmdev]

@reshamas I will take 91 - OS in Australia

[reshamas]

@reshamas I'll work on timestamps for 109

@invisibleroads How are the timestamps going for video 109?

[BerylKanali]

@reshamas I have worked on timestamps for video 88