Data Science is Hard But Can it Be Fixed? | My Solution to the Industry-Wide Problem

We know that Data Science is not an easy job family to get into and stay in and its an industry wide problem. In this video, I am discussing a solution that would address existing problems in data science job search, interview and career growth. What are your thoughts on the solution? How would you approach the problem?
My Self-Taught Data Science Journey: • My Data Science Journe...
How I Would Learn Data Science in 2022: • How I Would Learn Data...
Why is Data Science Job Search Hard? • Why is it Hard to Find...
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0:00 Intro
1:12 What is Data Science Generalist?
2:57 The Problem
3:24 The Solution
4:20 Who Got it Right?
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Starting in Data Science: • Starting in Data Science
Learn SQL: • Learn SQL
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ABOUT ME
I'm Sundas. I'm a self-taught data scientist from a non-tech background, currently at a FAANG company. I have been in the industry for over 8 years spread across two big tech companies. On this channel, I share tips for people interested in entering data science with the goal to democratize knowledge and make complicated topics digestible for everyone. All opinions are mine!
PS. Some of the links included are affiliate links and help me keep this channel going. Thanks for the support.
Business inquiries: [e-mail]
#datascience

[@catherinerekhert4664]

Thank you, Sundas! This is very helpful and you’re amazing as usual🔝 More power to you!

[@SundasKhalid]

Thank you, Catherine! I am so glad you the video informative.

[@shubhamsingh-zn9iw]

Very Insightful. Completely agreed.

[@SundasKhalid]

Thanks for watching! What are your thoughts on the solution? What do you think companies should do to solve the problem?

[@pubgmurali8530]

data science will be fully automated for next 5 years?

[@faisaltasleemft]

Plz use your hands less during video presentation

[@faisaltasleemft]

@@pubgmurali8530 I believe it will evolve to a newer phase rather fully automate

[@SundasKhalid]

@@faisaltasleemft Give me demo on how to talk with less hands

[@SwatiKr.]

PLS MAKE A VIDEO ON HOW MUCH A DATA SCIENTIST EARNS

[@priyagarg7077]

Hey, been following you here and at Instagram for quite some time now. So, firstly your guidance is really helpful and I kind of relate sometimes being a beginner. I have a question, can you suggest me the language I should adopt for DSA as I want to polish my DSA as well beside Data Science?

[@jill8275]

This is so good. I have to leave some comment. Could you please have a video on recommending learning materials, like books/online courses on any data science related topics. I am looking forward to it. Thank you!

[@user-hh9wf6le7s]

thank you so much , actualy it is so helpful to me.

[@majidsohail8915]

Assalamualaikum, Thank you so much Mam😊, u explain me the clear road map of a Data scientist, i am so happy, now I just practice on my goal of learning DS, nd i watched u r video the starting of DS , as u said😊, I started with Statistics , Thank you so much mam, Aise hi ap hamko motivate kariye. Take care Mam.

[@grainofsalt2113]

It's a really great framework and I think it can help us all as we build our careers to develop a focus

[@SundasKhalid]

I agree. The career development is another big topic that I don't see many people discussing yet. A framework like this could definitely solve some of the career dev issues.

[@MayaBello]

okay airbnb 👏🏿👏🏿 great video!

[@mohammadwasiq0]

This is really very useful . 👌 👏 👍

[@PeterNooteboom]

Would be really useful to hear how the comps between these three roles compare.

[@SundasKhalid]

Great idea, I will do a dedicated video on the topic.

[@Dream4514]

What is better to learn for person want switch carrer from entrepreneurship to data analysis, Data science or software engineering to find an opportunity and from where should start, thanks a lot

[@sidharthms9428]

My Motivator ❤️

[@sindisiwezulu9178]

Very insightful video Sundas. Im learning alot from your videos. It would be great if you can make video series on solving a business problem from these three data scientist perspectives, from data extraction to the final solution.

[@SundasKhalid]

Thanks for watching! That's a good idea. How about you share some business problems? I will consider them for a video.

[@sindisiwezulu9178]

@@SundasKhalid will share soon

[@sindisiwezulu9178]

Hi @Sundas Khalid here's 1 business problem I thought of. I'll share other problems. 1. For an insurance company, can we cluster our clients based on a) how well they are paying their insurance b) region where we have most clients, (can we use results from here to identify what other business products can we offer them, we can also use this to identify if we need more sales consultants to be able to reach out to clients quicker c) how long does it take for clients to cancel their productand what are the reasons for canceling their product

[@rishabhchaudhary9197]

Hello mam.. I did graduation in computer application in 2018 but not good programming language so plz tell me a good career option. Tell me some ways so i get a job in which there is progress in future.🙏

[@nidaneemah6279]

Is it better to do bsc statistics or Btech in atificial intelligence and data science? actually i got AI in a college but since it is a new course which started this year, many told me to join btech in cs and then join a 6 month online course for data science .. so what should i do?

[@AarthiN-yt2tn]

Informative 😉

[@SundasKhalid]

Thank you!

[@sushantkapoor4438]

Always inspiring 👍🏻

[@SundasKhalid]

Thanks for watching!

[@ihtashamulhaqkundi8023]

Nice one

[@MehdiSynopsis]

I'm fan of you, you have explain and elloborate each and every thing very clearly how we can with that field I'm asking about, I'm from management science background currently started my 4th year of my bachelors, my interest keep my mindset to Data Science then I studying this and this easy and make me feel good inside of my heart either I'm on true learning plat My question is that I'm learning and implementing data science with 1 year to accomplish it is good enough to complete this road map or any circumstances which left behind me for seeking a job as interest

[@_logicking]

Still useful in 2024! Thank you! (pivots to data science...)

[@zaffer2024]

Hello Ma'am Im from non IT Should I learn data engineering or data scientist. Currently I work as entry level Data analyst and I knew sql server and basics of python

[@himmesshh.]

Fun fact: 95% of the comments are from India♥️🇮🇳

[@chiragkumarchavda8546]

Yes

[@fakhfakhanis3975]

I think many companies take the role for granted and expect you to do everything from Business understanding to model deployment. That's a huge under underestimate of the requirements of each role. They just can't imagine the challenges of each step. In then end, they proabably end up with messed-up end products and blame it on the engineer. If you don't invest in a well-structured team don't expect some magic output from nothing.

[@SundasKhalid]

You raise a good point. Essentially when teams are not well structured, it does lead to not the best outcome. The concept of expecting one person to know and do it all is somewhat unrealistic

[@binu1455]

Thank you Sundas for this video . I have question regarding interview of a data analyst intern.. how to clear case study interview without any dataset, what can i expect , how to answer these question ..is there anything i can refer to .. could you pls reply it would be very helpful

[@PrathamGarg-fi9px]

I want an understanding on how to build up our domain expertise or business understanding?

[@kanikarastogi3605]

Hey sundas, I've been following you since a while and u really explain complex things in this field quite easily.. Actually i am a business graduate and i am interested in pursuing a career in data analytics. How should i go about it.. online courses, internships..all of this is a bit overwhelming! Can you please suggest something?

[@SundasKhalid]

Have you looked into Google's data analytics course? That's a good one to start with.

[@kanikarastogi3605]

@@SundasKhalid thanks for replying sundas..such a coincidence it is that I've taken that course today only after watching your review about that course..🤭 and btw i also visited your website careerpy and tried to book a session with you..as i wanted to have a chat with you regarding getting ahead in this field..but due to unavailability of dates or maybe some other reason i wasn't able to do that..can u tell me how to do that..as i really wanna have a 1 on 1 session with you.♥️

[@sindisiwezulu9178]

Would be nice to have a 1 on 1 with you @Sundas Khalid. Can you please share how we apply/register for 1 on 1?

[@zubairso]

I am thinking to do a review video on different job descriptions on LinkedIn where the roles are not classified correctly by the organization. Although I fear they might ban me from interviewing their in the future once they fix the job descriptions.

[@SundasKhalid]

That’s a good idea. Maybe a review without revealing company names would be safer if you think you might get backlash for being critical

[@zubairso]

@@SundasKhalid That's no fun than is it? :P

[@abanoubbob7212]

Follow From Egypt 🇪🇬🇪🇬🇪🇬

[@akashcruze6361]

Iam in india 2020 passedout Cse engineer and currently distant education of mba business analytics! And done Coursera data science Google data analytics and machine learning and deep learning ! How can I able to enter seattle Google ! Company any solution??

[@chacmool2581]

Forget job titles. The role and the desired/required qualification in the job ad will tell you a lot more about the job than any title. What this means, though, is that you have to switch your brain on and actually engage with the job ad.

[@Quantumvp]

I saw you in the Google Data Analytics Course - I am almost 😅 done!!

[@SundasKhalid]

Yayyy you are close to finishing the course.

[@Quantumvp]

@@SundasKhalid thank you for all that you do and have done 😊 , I posted about you on LinkedIn once I saw you in the course I sent you a message also just in case you did see the post. You are appreciated!! 👏🏽👏🏽👏🏽👏🏽🥂🍾

[@faisaltasleemft]

One query... Since you are from non Tech background so what preps you did to get into your first Jobs? (Preps means minimum tools/skill sets/mathematics)

[@SundasKhalid]

Good question. I shared my journey and path in a different video, I'd suggest watching it. It's title "my journey to data science from non-tech"

[@khursheedanwar2101]

Assalamualaikum Sundas Khalid I want to make my career in data science but lack of money I can't will u help me

[@harikoirala25]

Sure

[@pujag9397]

Mam...... Do we also need to learn maths like probability, linear algebra...e.t.c.....To become data scientist

[@pujag9397]

Mam.... Just now I found answer to my question..... From your video..... Which you already created..... I am very happy and enjoying all your videos...... Tq soo much 🥰

[@bereniceg777]

@@pujag9397 would you share with me the answer of possible please 😬😬😬😬

[@chacmool2581]

0:48 It's AirBnb

[@anualapati3761]

Mam suggest some top colleges in US for pursuing my masters in data science in abroda

[@himmesshh.]

What is your current qualification?

[@mayankraj610]

Madam , Can you tell me that AI is dangerous or right for human?

[@sauravgupta7415]

too dangerous, just a few days left for Mankind.

[@sandipansarkar9211]

finished watching

[@saeedgadgets1995]

Sister you are explain amazing thanks i hope you will read my comment ☺️ are you indian or ....

[@michaelrobinson8382]

I think this helps me a lot. I just still confuse on if i should get a master's degree or not. Also ,I'm concern with my age

[@SundasKhalid]

Master's is good place to start if you have the recourses and looking for a career transition.

[@michaelrobinson8382]

@@SundasKhalid I don't have the courses. What type of master's

[@Atlas92936]

@@michaelrobinson8382 mathematics, statistics, data science

[@michaelrobinson8382]

@@Atlas92936 Ok, i was considering data science , business analytics, or computer science

[@randeepsingh7299]

Working with Air BnB since 3 years. Proud ❤️

[@SundasKhalid]

That's amazing. What role are you in?

[@randeepsingh7299]

@@SundasKhalid quality insight analyst

[@amjds1341]

Datascience is a joke now a days but not hard for sure. Your videos are great though. Keep it up.

[@DhavalAhir10]

Data Science Is Future

[@pubgmurali8530]

data science will be fully automated for next 5 years???!!

[@SundasKhalid]

Share more! Why do you think it will be automated and why in 5 years?

[@pubgmurali8530]

@@SundasKhalid which is safe ML, AI , DATA SCIENCE??

[@adilahamedaslam1667]

Airbnb

[@vickysirola6699]

Plz help me plzzz