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CoP: Data Science: Create Stats Tutorial

Open akhaleghi opened this issue 3 years ago • 12 comments
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Overview

Update the Stats page with resources and an article header.

Action Items

  • [x] Create a Google Doc in the folder provided under resources
    • [x] 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
    • [x] 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

Stats Tutorial

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

Skills that are core that should be mentioned:

  • Logistic/Linear Regression
  • Experimental Design
  • Significance Testing
  • Bayesian Analysis

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

akhaleghi avatar Apr 01 '22 19:04 akhaleghi

The initial draft has been prepared. It covers all the key skills outlined in the skills requirements and includes curated links to helpful tutorials to support further development or learning.

nehathombare21 avatar May 20 '25 01:05 nehathombare21

Hey! So we have created a beginner-friendly guide with some simple graphs to make things easier to understand. Plus, there are useful formulas with examples to help you actually apply what you learn.

raj06091997 avatar May 20 '25 01:05 raj06091997

@nehathombare21 @raj06091997 It looks like we need a peer review on this tutorial. I've added the label "feature: needs peer review" and will make sure someone gets assigned as soon as possible. Thank you for the work you have done on this issue so far.

ExperimentsInHonesty avatar Aug 11 '25 19:08 ExperimentsInHonesty

@nehathombare21 @raj06091997 It looks like we need a peer review on this tutorial. I've added the label "feature: needs peer review" and will make sure someone gets assigned as soon as possible. Thank you for the work you have done on this issue so far.

I would like to volunteer for this review. My stats needs polishing.

chinaexpert1 avatar Aug 11 '25 20:08 chinaexpert1

@chinaexpert1 ok great. Assigned

I would like to volunteer for this review. My stats needs polishing.

ExperimentsInHonesty avatar Aug 11 '25 20:08 ExperimentsInHonesty

We are looking for new editors for this issue.

ExperimentsInHonesty avatar Aug 18 '25 20:08 ExperimentsInHonesty

@Gvelis10 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): 

ExperimentsInHonesty avatar Aug 26 '25 00:08 ExperimentsInHonesty

  1. Progress: I finished reviewing the Google Doc, with just minor grammar suggestions. Overall, easy to read and a good cheat sheet for stats. I added one suggestion on maybe adding levels of stats understanding based on need. What is left to do is author to review the suggestions provided.
  2. Blockers: N/A
  3. Availability: Completed
  4. ETA:Completed
  5. Pictures (if necessary):

Gvelis10 avatar Aug 26 '25 01:08 Gvelis10

@nehathombare21 and @raj06091997 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): 

chinaexpert1 avatar Aug 26 '25 02:08 chinaexpert1

@nehathombare21 and @raj06091997 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): 

ExperimentsInHonesty avatar Sep 01 '25 23:09 ExperimentsInHonesty

@nehathombare21 and @raj06091997 Please provide update or let us know if you no longer want to work on the issue, so that we can make it available for someone else

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): 

ExperimentsInHonesty avatar Sep 09 '25 01:09 ExperimentsInHonesty

unassigned people Genesis is a reviewer put this in prioritized backlog

chinaexpert1 avatar Oct 21 '25 02:10 chinaexpert1