How to Learn Data Science in 2021
The Art of Learning Data Science (How to Learn Data Science)
The Art of Learning Data Science is comprised of 4 steps: Plan, Learn, Build and Explain.
👉Step 1 - Plan
- Set learning goals
- Create your own personal data science curriculum
- Making a schedule
- Consistency
- Accountability
👉Step 2 - Learn
- Learning resources
- Learn just enough to start building
- Apply Pomodoro to manage learning time
- Minimize stuck time (get stuck? move on and come back to it later)
👉Step 3 - Building
- Work on work-related projects
- Work on weekend projects
- Use public datasets or compile your own (e.g. web scraping)
- Compete on Kaggle
👉 Step 4 - Explain
- Explain your model to others
- Teach others (Feynman technique)
- Mentor others
- Write blog posts
- Build well documented GitHub repository
- Make YouTube videos
- Give talks at meetups, conferences and podcasts
- Draw infographics
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