Master Data Science: A Learning Guide 📊

Here's a video on how to learn data science in 2021. Whether you want to learn data science for leisure, to become a data scientist or to make sense of data, this video is for you. I will be sharing my best tips on how you can get started in learning data science. I have researched and distilled the essential best practices of what you can do to jump start your journey of learning data science.

⭕ Timeline
Introduction (0:00)
The Art of Learning Data Science is comprised of 4 steps: Plan, Learn, Build and Explain. (3:33)
👉Step 1 - Plan (4:14)
- Set learning goals (4:24)
- Create your own personal data science curriculum (5:57)
- Making a schedule (20:00)
- Consistency (20:30)
- Accountability (21:14)
👉Step 2 - Learn (22:09)
- Learning resources (22:20)
- Learn just enough to start building (25:17)
- Apply Pomodoro to manage learning time (27:56)
- Minimize stuck time (get stuck? move on and come back to it later) (28:23)
👉Step 3 - Building (29:29)
- Work on work-related projects (29:42)
- Work on weekend projects (30:09)
- Use public datasets or compile your own (e.g. web scraping) (30:29)
- Compete on Kaggle (30:35)
👉 Step 4 - Explain (30:47)
- Explain your model to others (31:26)
- Teach others (Feynman technique) (31:35)
- Mentor others (31:40)
- Write blog posts (31:46)
- Build well documented GitHub repository (31:50)
- Make YouTube videos (31:55)
- Give talks at meetups, conferences and podcasts (31:57)
- Draw infographics (32:16)

Other YouTube videos on learning data science from my friends and fellow YouTubers
👉@KenJee_ds - How I Would Learn Data Science (If I Had to Start Over) https://youtu.be/4OZip0cgOho
👉@KenJee_ds - How I Would Learn Data Science in 2021 (What Has Changed?) https://youtu.be/41Clrh6nv1s
👉@AndrewMoMoney and @KenJee_ds - How We Would Learn Data Science in 2021 (If We Had to Start Over) (ft. @Ken Jee​) https://youtu.be/0v_rmxfh6s8
👉@krishnaik06 How To Learn Data Science Smartly? https://youtu.be/csG_qfOTvxw
👉@codebasics Learn data science for beginners (How to learn data science for free)? https://youtu.be/Vn_mmOuQkSA
👉@TinaHuang1 How to learn data science in 2021 (the minimize effort maximize outcome way) https://youtu.be/Axu4tJl8gbM
👉@mrdbourke - 2020 Machine Learning Roadmap (still valid for 2021) https://youtu.be/pHiMN_gy9mk

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⭕ Playlist:
Check out our other videos in the following playlists.
✅ Data Science 101: https://bit.ly/dataprofessor-ds101
✅ Data Science YouTuber Podcast: https://bit.ly/datascience-youtuber-podcast
✅ Data Science Virtual Internship: https://bit.ly/dataprofessor-internship
✅ Bioinformatics: http://bit.ly/dataprofessor-bioinformatics
✅ Data Science Toolbox: https://bit.ly/dataprofessor-datasciencetoolbox
✅ Streamlit (Web App in Python): https://bit.ly/dataprofessor-streamlit
✅ Shiny (Web App in R): https://bit.ly/dataprofessor-shiny
✅ Google Colab Tips and Tricks: https://bit.ly/dataprofessor-google-colab
✅ Pandas Tips and Tricks: https://bit.ly/dataprofessor-pandas
✅ Python Data Science Project: https://bit.ly/dataprofessor-python-ds
✅ R Data Science Project: https://bit.ly/dataprofessor-r-ds
✅ Weka (No Code Machine Learning): http://bit.ly/dp-weka

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