The Art of Learning Data Science (How to learn data science)

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

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⭕ Playlist:
Check out our other videos in the following playlists.

#artoflearningdatascience #learndatascience #66daysofdata #datascience #machinelearning #python #bigdata #datamining #bigdata #datascienceworkshop #datasciencetutorial #ai #artificialintelligence #tutorial #dataanalytics #dataanalysis #dataprofessor #ai #datascientist

[DataProfessor]

Hi friends! I hope this video was helpful, please make sure to LIKE, SUBSCRIBE, COMMENT and SHARE!
** Support this Channel

[KenJee_ds]

Such an awesome in-depth resource here Data Professor! Thanks for the shout out too!!

[TinaHuang]

This is seriously so awesome!! Most comprehensive and well balanced guide I’ve ever seen ❤️ also thanks for the shoutout too 😊

[mrdbourke]

6:22 - amazing books! Big fan of them both. Also, these drawings are sensational!

[ashvanths]

I'm just beginning my journey in data science and getting to know all this feels surreal. thanks a lot explaining and charting out a plan on how to learn

[vrindatyagi]

You have no idea how grateful we are to have you guide us like this ❤️

[RichardOnData]

I love it! Learn just enough to start building is excellent advice.

[danieltoo]

Hi Prof, here I go getting started learning Data Science. Thanks Prof

[Steefie]

Thank you Chanin! I am a autodidact and do it for hobby, but never knows that my later knowlegde can benefit others.

[aliel-far]

Many thanks for your efforts.
I am a professor of Biochemistry and I start to learn data science. I am in need for that science that will help me a lot in my research in cancer therapy and drug discovery.
Many thanks

[alvinmodales]

This is very comprehensive one, Thank you so much Data Professor! I was really amazed with all your thoughts and your talks regarding data science and the likes, so much learning from you.

[_danfiz]

The idea of learning programming has been lingering in my mind for quite some time. This year I started learning it to change my career pathway. Thank you for these videos and also for the suggestions.

[bhumii]

Data professor Chinen sir,
Though the subject is new, you have explained it nicely.Thank you so much.❤

[Lirim_K]

Best Data Science Channel on youtube. Thanks a lot for your work man, it really helps people out here.

[Faizan_Ali]

Great video for somebody who wants to explore the data science field with a proper outline map.

[brindhaganesan]

I love how you mentioned the pomodoro technique, in this social media age, focusing is a big issue, and I tend to have very short attention span :(
One of my friends introduced pomodoro to me and it’s really effective.

[angelregis]

Hey Professor! Well today is literally Day 2 of my Data Science journey with WOZ-U Southern Careers Institute. Though I worked in telecom for yrs this is very, very new to me, so I am really loving the map. Thank you.

[bernard]

Thanks for sharing not only your thoughts, but also a great summary of what else is out there.

[AtlasAkin]

This is one of the best introductory videos regarding the field, many thanks.

[qusaikarrar]

As usual, stunning and compact.
Thank you very much!