<aside> 💡 I referenced Sundas Khalid’s video for this, and made some edits to suit my situation. You can find Sundas’ link here https://www.youtube.com/@SundasKhalid

</aside>

Steps

1. Identify the job & the people

• job
  • identify skills needed
    • soft skills, AND
    • hard skills
• people
  • find people in the jobs you like
    • see the type of work they do
    • see how they got there via education history & project history

2. Study

• Statistics & Machine Learning
  • Descriptive
  • Inferential
  • ML: Supervised
  • ML: Unsupervised
• Case studies
  • Product and metrics
  • Fraud detection
  • A/B testing
• Python
  • pandas
  • scikit-learn
• SQL
• Other tool
  • Jupyter notebook
  • Git commands

3. Build Project Portfolio

<aside> 💡 Some say the portfolio is not as important in the grand scheme of things. The jury is still out on the importance. But I’m building one for myself.

</aside>

• 5 is a good amount for projects
• Find what project to do using intel you found in step 1

4. Interview Prep

• Behavioral
• Coding & SQL