blog.write_ml_tutorial

Goal

• Write a blog post about using an ML library or technique in a real-world application
• Target a technical audience with an ML and AI background that may not know the library or technique
• Promote the library and explain its benefits in simple terms
• Explain why it is better than alternatives for the use case

Workflow

Write the Post

• Follow this structure:
  • Title
  • Subtitle: short description of the post, in first person
  • Introduction: explain the library or technique and its benefits in simple terms
  • Competitors: explain the main competitors and why this library may be better
  • Problem Statement: explain the problem and how the library or technique solves it
  • Solution: explain the solution with code snippets, output examples, and screenshots, simple enough to follow without running the code
  • Conclusion: summarize the benefits and why it is better for the use case
  • References: list the references used to write the post
• Give each section a concise, interesting title

Conventions

• Use Markdown and LaTeX for math equations
• Use Graphviz for diagrams
• Use the images referenced in the Markdown and Jupyter Notebook files in the project

Verification

• Confirm the post follows the required structure (Title, Subtitle, Introduction, Competitors, Problem Statement, Solution, Conclusion, References)
• Confirm code snippets and screenshots let the reader follow along without running the code