How I Would Learn Data Science in 2022 (If I Could Start Over)
Hi friends, in today’s video I am sharing my framework on how I would learn data science in 2022 if I had to start all over again. The video is inspired by @Ken Jee who recently did a video on this topics and I wanted to share my take from experience.
Video mentioned:
Python vs R | Which is Better for Data Scientist? https://www.youtube.com/watch?v=Z8JZEzG_nMI
Data science roadmap: What skills you should learn first? https://www.youtube.com/watch?v=ylOILe-Sc-w&t=100s
0:00 Intro
0:51 Study the Job Family
2:30 Research the Role
3:46 Learn Stats & ML Theoretical
5:26 Learn to Code
7:14 Build Project Portfolio
9:26 Prepare for Interview
10:57 Outro
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26 Comments
Sundas Khalid
Jun 04, 2022 06:43 amThanks for watching! What does your data science path looks like?
Timmy Higgins
Jun 04, 2022 06:43 amIt's the project portfolio thing is my sticking point, I just lose interest very quickly. I decided to go all out and do a master degree.
Revathy Subramani
Jun 04, 2022 06:43 amData is good review please
Niloofar Nyb
Jun 04, 2022 06:43 amThank you for your videos. I graduated in Master of data science, right now i wana review everything that I learned, could you pls make a video about preparation for interview? ๐๐ป
devarshi Patel
Jun 04, 2022 06:43 amwoww your information is tooo good๐ ๐ฎ
Ranganath Indunil
Jun 04, 2022 06:43 amThank you for this video. It's very useful.
Michael Haskew
Jun 04, 2022 06:43 amThankyou.
Benho Ngoie
Jun 04, 2022 06:43 amVery Practical advice ๐ thank you
Waseem Ahmed
Jun 04, 2022 06:43 amHi Sundas,
I am from Sindh,Pakistan.
I am undergraduate Mathematics (3rd year) student. My path towards Data Science, I have learnt C++ and Python and Now enrolled Machine Learning course with Computer Science Students. Now I am in Six semester so in the coming two semester I will enroll Deep Learning and Artificial Intelligence. Firstly, I preferred Machine Learning over AI because ML covers more topics of AI. After My graduation As Mathematics student I will choose my career as Data scientist.
If you have any suggestion regarding my choice please aware me.
Calmus Dennis
Jun 04, 2022 06:43 amHI sundas, I like what you do and we appreciate so much , so i have discovered am struggling with probability and the statistics part of data science any insights on how to approach that will be appreciated
Jade Reyes
Jun 04, 2022 06:43 amAny books you can recommend as starting point to get familiar with data science concepts??
Muhammad Danish
Jun 04, 2022 06:43 amThanks alot
Nagesh N
Jun 04, 2022 06:43 amCan you please discuss with example on the second thing you told in a vedio how to see in job roles and where to focus more
Michael Robinson
Jun 04, 2022 06:43 amDo you like Andrew Ng Machine Learning course as a theoretical foundation
raviteja cheruvu
Jun 04, 2022 06:43 amIs dateengineer job different from data science job? Job opens lot for dataengineer….can we shift as a dataengineer to DS…
Astha B
Jun 04, 2022 06:43 amWhat's your salary as a data scientist ?
M. N.
Jun 04, 2022 06:43 amุฃุนุฌุจุช ุจุดุบูู ูู ููุฑุณ ุงูุฌูุฌู
Jose Reyes
Jun 04, 2022 06:43 amMi Paso 1: Aprender inglรฉs
Mohammed afan jeelani
Jun 04, 2022 06:43 amThanks so much for clearing it out. I am learning data science on my own. I started learning statistics few months ago, almost done. I was a little confused and restless if i made the right choice by learning statistics first. I read a lot of comments on quora where people said that coding should be the first step, it didn't make much sense to me. Now its all clear and i have gained confidence after watching your video. I have a similar road map to what you just said. Thanks so much for inspiring and giving us so much info. All the best and really looking forward to watch your future videos.
Beagle Talks
Jun 04, 2022 06:43 amVery informative video.๐๐
Juan Carlos X
Jun 04, 2022 06:43 amI do agree in most of your ideas. But I think that in terms of keeping the motivation high, it is better to start doing project very early on and having results to show, and iterate over it. Thanks for your video
Nazia ali
Jun 04, 2022 06:43 amPlease do a vedio on how to work on buidling a portfolio
Dhanish Yadav
Jun 04, 2022 06:43 amI am student of CSE
Persuing diploma
Harsh Lakhani
Jun 04, 2022 06:43 amI want to become a data scientist working in the finance domain (I am not sure which division specifically for now, but I am sure its in the finance space). I know the basics of python for data science (pandas, numpy, etc) and I have done a few projects on kaggle. However, I am going to soon pursue a masters in data science and I am worried about the math. How much math is really required for data science? Intuitively, I understand why statistics plays a big role, but what about linear algebra and calculus? Like, how much of those do you need and what specific topics / learning objectives should you know before you can confidently say they are sufficient? (Sufficient to be a data scientist)
Also – I understand that data science is a huge field and different parts of data science requires different skillsets, but I am looking to be right in between data analysis and machine learning. I am very much interested in machine learning, but then again, i don't want to go too deep into it considering my calculus isn't as strong.
Any advice is much appreciated! Thank you for your time in advance!
Basel Bairkdar
Jun 04, 2022 06:43 amThanks for sharing!
Definitely waiting for the portfolio building video
Jess Gambhir
Jun 04, 2022 06:43 amIโm doing Masterโs in Data Science. Statistics, Business and Maths are really important.