Every year, I like to refresh my advice about how I would go about learning data science from ground zero. The data domain is changing rapidly, and as my own knowledge grows, I think it is important to re-evaluate the approach that I would recommend.
Resources for Learning Data science
(Paid) 365 Data Science ( 57% Annual Discount): https://365datascience.pxf.io/P0jbBY
(Free) https://kaggle.com/
(Free) https://www.freecodecamp.org/
Resources for Learning Programming
(Paid) 365 Data Science ( 57% Annual Discount): https://365datascience.pxf.io/P0jbBY
(Free) https://www.learnpython.org/
(Free) https://www.python.org/about/gettingstarted/
Pandas Documentation: https://pandas.pydata.org/docs/
Ken’s Project Playlist: https://www.youtube.com/watch?v=sq5TnVJWv6A&list=PL2zq7klxX5ASt4dLSAd2FMoY3Og3V0jZv&ab_channel=KenJee
#66DaysOfData: https://www.youtube.com/watch?v=qV_AlRwhI3I&ab_channel=KenJee
0:00 Intro
0:42 Is it Possible to Learn Data Science?
1:33 Where to Start Learning
2:33 How to Create a Learning Map
3:55 What Would My Learning Plan Look Like?
5:28 Before You Start with Projects…
7:05 Statistics???
7:45 Project Obsession
9:00 How to Leverage Projects Effectively
10:14 How Long Will This Take?
10:48 An Important Note on Goals
Starting off, I want to debunk the idea that you can “learn data science”. This implies that data science is a static subject that can be learned in its entirety. For better or for worse, data science is constantly evolving and growing. I don’t know a single person including myself, that could possibly know the whole field. Learning data science is a journey not a destination, and coming in with this mindset can make this process far more enjoyable for you.
First, I would start with a learning map. You need to plan your learning journey. Next, I would start learning python. You need to understand the basics here. After that, I highly recommend looking at other peoples projects and work. Finally, focus on data science projects to engrain new topics!
#DataScience #KenJee
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Check These Videos Out Next!
My Leaderboard Project: https://www.youtube.com/watch?v=myhoWUrSP7o&ab_channel=KenJee
66 Days of Data: https://www.youtube.com/watch?v=qV_AlRwhI3I&ab_channel=KenJee
How I Would Learn Data Science in 2021: https://www.youtube.com/watch?v=41Clrh6nv1s&ab_channel=KenJee
My Playlists
Data Science Beginners: https://www.youtube.com/playlist?list=PL2zq7klxX5ATMsmyRazei7ZXkP1GHt-vs
Project From Scratch: https://www.youtube.com/watch?v=MpF9HENQjDo&list=PL2zq7klxX5ASFejJj80ob9ZAnBHdz5O1t&ab_channel=KenJee
Kaggle Projects: https://www.youtube.com/playlist?list=PL2zq7klxX5AQXzNSLtc_LEKFPh2mAvHIO