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CoP: Data Science: Create Machine Learning Tutorial #156

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CoP: Data Science: Create Machine Learning Tutorial#156
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chinaexpert1Adaakal
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To Update !No update has been providedassignedcomplexity: missingdocumentationImprovements or additions to documentationfeature: guideAll issues related to guidemilestone: missingrole: data sciencesize: 1ptCan be done in 6 hours or less

Description

@akhaleghi
akhaleghi
opened on Apr 1, 2022

Overview

Update the Machine Learning page with resources and an article header.

Action Items

  • Create a Google Doc in the folder provided under resources
    • Draft an introductory paragraph explaining what the tutorial resources cover and why a new data scientist would use them for working with data at Hack For LA
    • Identify resources with vetted tutorials covering important skills within the tutorial area, adding to the draft
  • Review the draft with the Data Science CoP
  • Add to the wiki page

Resources/Instructions

Wiki page

Machine Learning Tutorial

Location for any files you might need to upload (drafts, images, etc.)

Tools that are core that should be mentioned:

  • XGBoost
  • Random Forest

Examples of resources that would be useful to include:

  • Web how-to/tutorial/walk-throughs
  • Youtube playlists or videos demonstrating tools
  • Links to blogs or platforms with subject matter experts

Who is working on this

  • Author: chinaexpert1
  • Editor: none assigned
  • Reviewers:
    • Adaakal - in progress
    • naveen3par - done
    • xuyeluo - done

Activity

  1. akhaleghi
    added
    documentationImprovements or additions to documentation
    feature: guideAll issues related to guide
    role: org
    size: 1ptCan be done in 6 hours or less
    on Apr 1, 2022
  2. akhaleghi
    added this to CoP: Data Science: Project Boardon Jun 10, 2024
  3. akhaleghi
    moved this to Prioritized Backlog in CoP: Data Science: Project Boardon Jun 10, 2024
  4. ExperimentsInHonesty
    added
    role: data science
    and removed
    role: org
    on Jun 18, 2024
  5. ExperimentsInHonesty
    added this to HfLA: Open Roleson Jun 18, 2024
  6. ExperimentsInHonesty
    moved this to Currently Recruiting in HfLA: Open Roleson Jun 18, 2024
  7. ExperimentsInHonesty
    changed the title [-]Create Machine Learning Tutorial[/-] [+]CoP: Data Science: Create Machine Learning Tutorial[/+] on Jun 18, 2024
  8. BhavanaSai12
    self-assigned this
    on Jun 25, 2024
  9. SaiPranaswi23
    self-assigned this
    on Aug 20, 2024
  10. akhaleghi
    moved this from Currently Recruiting to Filled in HfLA: Open Roleson Sep 23, 2024
  11. akhaleghi
    closed this as completedby moving to Filled in HfLA: Open Roleson Sep 23, 2024

  12. 44 remaining items

  13. ExperimentsInHonesty
    moved this from Prioritized Backlog to In progress (actively working) in CoP: Data Science: Project Boardon Aug 19, 2025
  14. ExperimentsInHonesty
    moved this from Currently Recruiting to Filled in HfLA: Open Roleson Aug 19, 2025
  15. ExperimentsInHonesty
    closed this as completedby moving to Filled in HfLA: Open Roleson Aug 19, 2025
  16. github-project-automation
    moved this from In progress (actively working) to Done in CoP: Data Science: Project Boardon Aug 19, 2025

  17. Adaakal commented on Aug 21, 2025

    @Adaakal
    Adaakal
    on Aug 21, 2025
    Member

    @chinaexpert1
    I see you moved the dashed Data splitting explanation to here, Image

    Would it then make sense to move

    Image

    to either above or below 2.4 so that it lines up with where Data splitting is mentioned earlier? Keeping it in part 2?
    Image

  18. chinaexpert1
    reopened this on Aug 22, 2025
  19. github-project-automation
    moved this from Done to In progress (actively working) in CoP: Data Science: Project Boardon Aug 22, 2025

  20. chinaexpert1 commented on Aug 22, 2025

    @chinaexpert1
    chinaexpert1
    on Aug 22, 2025
    Member
    Instructions
    1. Progress: "What is the current status of your project? What have you completed and what is left to do?"
    2. Blockers: "Difficulties or errors encountered."
    3. Availability: "How much time will you have this week to work on this issue?"
    4. ETA: "When do you expect this issue to be completed?"
    5. Pictures (if necessary): "Add any pictures that will help illustrate what you are working on."
    1. Progress: @Adaakal Had a good idea I moved that section. Seems this issue was closed on accident so I reopened it. She is still doing her reveiew.
    2. Blockers: None
    3. Availability: some hours if needed
    4. ETA: unknown
    5. Pictures (if necessary):

  21. ExperimentsInHonesty commented on Aug 26, 2025

    @ExperimentsInHonesty
    ExperimentsInHonesty
    on Aug 26, 2025
    Member

    @Adaakal Please provide update

    Instructions
    1. Progress: "What is the current status of your project? What have you completed and what is left to do?"
    2. Blockers: "Difficulties or errors encountered."
    3. Availability: "How much time will you have this week to work on this issue?"
    4. ETA: "When do you expect this issue to be completed?"
    5. Pictures (if necessary): "Add any pictures that will help illustrate what you are working on."

    You can use this template

    1. Progress: 
2. Blockers: 
3. Availability:
4. ETA:
5. Pictures (if necessary):

  22. Adaakal commented on Aug 26, 2025

    @Adaakal
    Adaakal
    on Aug 26, 2025
    Member
    1. Progress: Sections are very well organized.
    2. Blockers: Time
    3. Availability: Thursday 5pm pst
    4. ETA: One week
    5. Pictures (if necessary):

  23. Adaakal commented on Sep 8, 2025

    @Adaakal
    Adaakal
    on Sep 8, 2025
    Member
    1. Progress: Complete. This final version is more beginner-friendly. The addition of 'Key Tasks' and 'Critical Questions to Ask' create a thorough flow of Machine Learning. With such an advanced topic like Machine Learning, I think this is the simpliest way the process can be explained in a guide.
    2. Blockers: Time
    3. Availability: Thursday 5pm pst
    4. ETA: n/a Completed
    5. Pictures (if necessary):

  24. ExperimentsInHonesty commented on Sep 9, 2025

    @ExperimentsInHonesty
    ExperimentsInHonesty
    on Sep 9, 2025
    Member

    @Adaakal thank you for your review. @chinaexpert1 I don't think there are any more changes to make, so I can close this issue if you agree.

  25. chinaexpert1 commented on Sep 9, 2025

    @chinaexpert1
    chinaexpert1
    on Sep 9, 2025
    Member

    It's done.

  26. chinaexpert1
    closed this as completedon Sep 9, 2025
  27. github-project-automation
    moved this from In progress (actively working) to Done in CoP: Data Science: Project Boardon Sep 9, 2025
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