How I Would Learn Data Science in 2022 (If I Could Start Over) part 2

Coursera Plus (7-day free trial) ➡ imp.i384100.net/CourseraPlus
Hi friends, in today's video I am sharing the framework + top data science Coursera courses on how I would learn data science in 2022 if I had to start all over again. This is part 2 of the previous video and I hope you find the resources shared in this video helpful.
📝 Data Science Fundamentals:
Intro to Stats 👉🏼 imp.i384100.net/Stats
Machine Learning Specialization 👉🏼 imp.i384100.net/ML
📊 Data Science in Practice:
Data Science Certificate 👉🏼 imp.i384100.net/DataScienceCert
Google Data Analytics Certificate 👉🏼 imp.i384100.net/GoogleDataCert
⚙️ Learn to Code:
SQL 👉🏼 imp.i384100.net/SQLforDS
Python 👉🏼 imp.i384100.net/PythonSpec
R 👉🏼 imp.i384100.net/R
ALL COURSES 👉🏼 kit.co/SundasKhalid
Videos mentioned:
How I World Learn Data Science Part 1: • How I Would Learn Data...
Python vs R | Which is Better for Data Scientist? • Python vs R | Which is...
Data science roadmap: What skills you should learn first? • Data science roadmap: ...
MY FAVORITE GEAR
🎥 My KZbin Camera Gear - kit.co/SundasKhalid
⌨️ My Desk Setup - kit.co/SundasKhalid
MY FAVORITE SOFTWARE
📚 The best summaries of books (Shortform) - www.shortform.com/sundas
✍️ Where I take tech courses (Coursera Plus free trial) - imp.i384100.net/CourseraPlus
LET'S BE FRIENDS
🌍 My website - sundaskhalid.com
📸 Instagram - / sundaskhalidd
🐦 Twitter - / sundaskhalid6
SUBSCRIBE FOR MORE VIDEOS
kzbin.info?...
0:00 Intro
1:25 Find your Niche
2:24 Learn Stats & ML Theoretical
7:50 Why I use Coursera
8:44 Learn to Code
14:17 Coursera Plus
14:39 Build Project Portfolio
18:00 Prepare for Interview
20:00 Why I love Google Data Analytics Certificate
BINGE THESE PLAYLISTS NEXT
Starting in Data Science: • Starting in Data Science
Learn SQL: • Learn SQL
The Tech Lounge: • The Tech Lounge
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

[@neokennyc]

Wonderful insights, thanks alot! you've literally given me a road map, I'm glad I stayed till the end.

[@SundasKhalid]

That’s makes me so happy. Thanks for watching till the end.

[@SundasKhalid]

Thanks for watching! Sign up for Coursera Plus (7-day free trial) ➡ imp.i384100.net/CourseraPlus Have you taken any of the courses I mentioned? Let me know if you have any suggestion for future videos.

[@naveen12]

Have taken, Python for everybody, google data analytics, and andrew mg machine learning, What is your thoughts on "Applied data science with python specialization'?

[@satyamrangroo1947]

Thank you for the suggestions, truly appreciated !!!

[@SundasKhalid]

Amazing! All the best!

[@vallimadhav]

Thank you so much for making such a wonderful video Sundas. 😊👍 This is so helpful to all the aspiring Data Analysts/Data Scientists.

[@SundasKhalid]

Amazing!

[@sebyv9305]

Thank you for making this video. Both part1 and part2 videos combined answer a lot of questions. Also it would be great to know the level of skill or proficiency required in each sub-field like in python, SQL, statistics, EDA, ML modelling, so that one can know that this much or this level is sufficient and can move to the next field. How to know that understanding and skill is sufficient for a field, if there were any way to verify and check that, it would be great. Also a video on building portfolio according to target role would be really appreciated.

[@nimaahmadi2526]

Thank you. Great video. I love you

[@mz2888]

lovely explanation from a lovely teacher .i ll ensure to share it with multiple groups . keep it up

[@arakhil0073]

Much helpful for candidates coming from non tech background... thank you for this informative content.

[@SundasKhalid]

Glad it’s helpful!

[@preetkaur2912]

super helpful, I am starting now :)

[@SundasKhalid]

All the best!

[@adelgado958]

This is awesome and a great road map! Two suggestions for future videos would be to detail what a portfolio should include and look like. The second suggestion would be to discuss searching for jobs and what level or type of jobs we would be able to apply for after preparing with the road map you provided.

[@SundasKhalid]

Great suggestions! I will make sure to integrate those points in future roadmap videos.

[@mohit4902]

A good project would be to pull job postings, vs job applicants and assess how much demand vs supply gap there really is. To some extent demand and supply drives whether or not it's a good field to get into. Software development - Java, Javascript has massive demand supply gap, as a result it's a great field.

[@michaelbasher]

Your logics so good

[@VinodYadav-se5dr]

Thank you for this video

[@SundasKhalid]

Thanks for watching!

[@jawadahmad7991]

Favorite channel. Every day you are improving your content. Keep it up.

[@SundasKhalid]

Thank you! I tried the new setup using daylight. It turned out pretty good.

[@jawadahmad7991]

@@SundasKhalid yeah but the content is also superb. Being a data science student, I can feel it.

[@mirnalinigunaraj2106]

Great work sundas :) Thank you for sharing useful insights about DS. Can you please make more vidoes on Interview Tips for Data Scientist ?

[@modoulaminceesay9211]

Videos improved a lot Sundays is an inspiration

[@SundasKhalid]

Thank you!

[@nayeem3905]

Absolutely agree with you. Take statistics course and then determine if data science career is a good fit or not for you.

[@SundasKhalid]

Yes. Statistics is a the foundation of data science. Great way to find out if data science is for you by taking the course in statistics like you said. .

[@datascientist6233]

Build something on resume prep.and this one is Great and Quite clear....

[@thespiritedwanderer]

Very informative!

[@thespiritedwanderer]

Hi Sundas. Pls check your Inbox. On Instagram. Someone is using your name.

[@thespiritedwanderer]

I have send the screenshot. That person has blocked me probably because I caught him/her.

[@thespiritedwanderer]

Check your Instagram profile. This looks like a scam. Because he/she was asking about crypto and all

[@curiousthoughts00]

Yes, the prediction of a viral video would be an excellent application. And above all a very lucrative in terms of money. A similar thing had already happened in the music field. Predicting which song will be the best of all time.

[@nileshwarnarayan9106]

Thanks Ma'am.

[@ayeshavlogsfun]

Can you please make a video on Data Science paths and their job description in general as you mentioned in Step 1

[@YouTuber-xe1tq]

Very informative and useful video 👍🏼👏🏻 Which degree did you choose after +2 ?

[@ThrottleVentures]

Thank you so much mam....I recently started with the Google data analytics course and just completed course 1....could u please make a detailed video on statistics courses of coursera and share few important portions to focus on for data science...And thank you so much again for bringing in such simplicity in your content ❤️

[@SundasKhalid]

The statistics course I mentioned in this video is pretty decent and good one to get started with. After that you can pick up the book mentioned here (kit.co/sundaskhalid/data-science-courses-certificates) and continue learning stats.

[@ThrottleVentures]

@@SundasKhalid Thank you so much mam

[@collinsnnadozie5092]

Just finished watching part 1 and part 1b, seems like every year we learn new things😂 in data science

[@Regular.Biceps]

How to decide which projects we should pick in order to cement the knowledge we have acquired ?

[@varanasiboy9080]

Ma'am your voice is very sweets ❤🙏🙏🙏

[@aliimam7374]

Sundas you're too inspiring for me.. Love from Pakistan 🇵🇰🖤

[@hasanmougharbel8030]

great efforts in this channel. I have only simple enquiry as a new sql learner. I haven't made my mind yet whether to use sql server or not. Is sql server the best solution available for those who want to manage and automate databases inside a medium size company. Is there any alternative i need to consider right from the beginning or any applications that is relevant to integrate with the database being used. I consider myself a machine learning enthusiast and and would mostly like to automate business solutions with the engine being used. Thanks for taking time to read this.. God bless you.

[@artaragon7894]

I've been getting into Data lately and have been enjoying your videos! I come from a JavaScript/node/MySQL and Python background but I've been thinking about taking the Google certification you mentioned in this video. what did you think about it?

[@mohit4902]

A good project would be to pull job postings, vs job applicants and assess how much demand vs supply gap there really is. To some extent demand and supply drives whether or not it's a good field to get into. Software development - Java, Javascript has massive demand supply gap, as a result it's a great field.

[@LN-od8gc]

Hi mam, Power bi or any visualization tools not needed for data scientists?

[@JACK-of5vi]

hi Sundas! Would you recommend us learning data structure and algorithms? if so, at which step should we learn? Many thanks in advance!

[@krishkarpe6286]

DSA is all about writing time and space efficient algorithms. It will help you in the future but not as a beginner. However, I have started learning it because I am interested in learning algorithms and get better at advanced programming. I highly recommend Jovian python dsa on youtube. It will take your understanding of python on a much deeper level. Cheers!

[@dishakadam27]

Hii plz make video on bsc statistics vs bsc in data science which is better for become a data scientist

[@michaelbasher]

I believe you are able to build lead the direction of the internet

[@eeski7517]

I'm confused about the last part. So would you recommend people just starting out to do the IBM Data Scientist course and then the Google Data Analytics certificate course? Or do the Data Analyst Course and then the Data Science Course? Thanks for the video!

[@mohit4902]

A good project would be to pull job postings, vs job applicants and assess how much demand vs supply gap there really is. To some extent demand and supply drives whether or not it's a good field to get into. Software development - Java, Javascript has massive demand supply gap, as a result it's a great field.

[@modoulaminceesay9211]

Sunday you can create it.you are in the Mount Rushmore of data science. The KZbin predictor will be good

[@abhijitsanyal7579]

Which 3 Books do you recommend for Math for a beginner in DS? I found the statistics textbook you recommended very useful.

[@lifeoftravel535]

Really Nice and Really Beautiful " How I Would Learn Data Science in 2022 (If I Could Start Over) part 2 " . Stay Connected!😍😍😍🤗🤗🤗

[@hubaaltraining]

Thanks Sundas! But you didn't mention anything on Data Visualization and tools used like Tableau /Power BI

[@SundasKhalid]

Good question. A data scientist typically create visualizations using python and R libraries and don’t need to learn tools like tableau. Learning these tool would be more of a data analyst skill set.

[@hubaaltraining]

@@SundasKhalid thanks.

[@trixis9499]

Whats about math, like linear algebra, matrix? etc

[@mainak_das]

Personally, I failed spectacularly at step 1 to find my niche, and was never able to go deep into data science.dont know why but I really don't like nlp, tried computer vision projects several times. i like numbers in general and feature engineering was the best thing about data science for me.

[@SundasKhalid]

I think a lot of new people miss that step when starting to learn data science. I'm glad you figured out what parts you enjoy. That's an important realization.

[@androidmodgames5634]

Would that be useful i took google data analytics to become a data scientist?

[@thomas0086]

I want to become a trader / algorithmic. May you suggest what job families I should seek to specialize in? Thank you so much for your time !

[@humdgraphics3781]

Hi Sundas when will you start teaching Data Science?

[@SundasKhalid]

haha maybe when I retire from my day job. With full-time job and content creation, there is no time left... teaching is on my wishlist though :)

[@rukaiyarexinewala884]

Hi Sundas, i am a mass media graduate and a Brand Performance Analyst and i have been following your videos. I did see that you have mentioned how qualifications aren't important and skills and projects/experiences are. However when i look at LinkedIn Amazon Seattle/India requirements i do see that they mention how one should have degree in atleast in quants field - Stats/Maths etc. You work in Google. I am sure you have better insights about these. My aim is to work in one of these and i dont want to channel my energy if i will never get into it. Kindly share your thoughts about current scenario? Are my aims practical or am i aiming in the wrong direction. Thankyou from a Data Science Aspirant.

[@mohit4902]

A good project would be to pull job postings, vs job applicants and assess how much demand vs supply gap there really is. To some extent demand and supply drives whether or not it's a good field to get into. Software development - Java, Javascript has massive demand supply gap, as a result it's a great field.

[@prajaktalawande3241]

I am fresher got tester domain .I have 2 years band with company. i want to switch to data science could you plz tell me what to learn first and how to switch from testing to data science .

[@michaelbasher]

I would love to work build something with you+

[@abdulwaki8590]

AOA Mam may I know how much statistics is required for data analyst regarding

[@muhammadtaha4567]

Sundas "Data Analysis with R" should not be the option to recommend to learn R as it does not cover the basics of R. So for beginners, it should not be the recommendation. If someone have the basics of R and want to learn statistics and data analysis in R then go for it. Its super duper course.

[@shafeeubaidah2828]

Does qualification matter to start a career in data relevant field like data analysts, data scientist and so on. Because iam confusesd between trying for a job after completing my 3 years of bachelor degree (Computer Science) or doing a master's program in Data science if qualification does matter to get into such jobs. Also i often fear that what if spending 2 extra years for pursuing masters goes useless (waste of time) to get the job. Need your thought and suggest about this mam.

[@SundasKhalid]

Experience is important when looking for jobs. Intership and personal projects counts as experience.

[@ryankhan3752]

Hey did you upload google data analytics part 2 video what should we do next to advance our skills after completion of Google data analytics certificate

[@SundasKhalid]

I haven't. What specifically are you looking for in a part 2?

[@ryankhan3752]

@@SundasKhalid Sundays thanks for your reply. I'm new to Data science and I have no proior kowledege of data science. I just started google data analytics certifications which is for beginners. What should I do next to polish my skills in data science to a pro level? Thank you

[@michaelbasher]

Excuse my lacking but I've just thought to ChatGPT:What is 'R'.?

[@sarbjotsingh5410]

Hi just a question provided I'm done with stats, ML, SQL and Python should I still be requiring this google certificate course as I guess by then one is no longer begginer to data.

[@SundasKhalid]

In that case, I don't think the Google data certificate will add much value to you. It's pretty beginner as you already l know.

[@sarbjotsingh5410]

Ok, thanks. Btw searched your channel from a LinkedIn post by someone for data knowledge and I'm truly glad I did. Nice informational video and prompt response.

[@neetalakhyani715]

Hi sundas, thank you for the information. Could you please share your thoughts on joining courses( like scaler academy) for data science.

[@SundasKhalid]

Interesting. I haven't heard of them until now. I couldn't find program cost. Do you know how much it is?

[@neetalakhyani715]

@@SundasKhalid it is 3 lakh INR. (3753 USD)

[@neetalakhyani715]

@sundas khalid your response will be appreciated. Please respond.

[@ddabrahim]

But, for a data engineer who is going to build pipelines, tools to work with and visualise data isn't the analytics and statistics skill is waste of time? A data engineer need to work with programming and databases for the most part or am I looking at this from the wrong perspective? Maybe this is why Engineers, Analyst, Scientist often confused.

[@keelanurnishanth5801]

Hmm just an observation the costing in Coursera u have show is in Rupees.Was it just based on the majority of your audience or just a coincidence. Nevertheless thank you so much for the video.

[@Von199X]

How to get a job after finishing the course?

[@SundasKhalid]

Watch the video till the end. I cover that part as well.

[@vakatiprasad3275]

I am 2012 passed out engineering graduate eee branch.no experience in it.can i able to get data scince job .

[@tanjaa9092]

Seriously, girl, get lighter on the ad quantity. It’s as a tv now. More ad time than the actual viewing time

[@michaelbasher]

I disagree. I think anything this lady has to say.. Fresh fan I guess

[@muhammadumair1280]

Krish naik still on the top 😎

[@LoonyPlays]

❤️❤️

[@mukeshnijhawan5304]

Is jee required for data science?

[@SundasKhalid]

what is jee?

[@donndonnn]

The links dont work

[@SundasKhalid]

Could you share the link that is not working for you? I just tested all of them after seeing your comment and they seem to be working for me.

[@jojven7514]

Mam pls can you make a telegram grp so that you can share imp info and jobs vacancy in USA Pls mam pls reply. 🙏🙏🙏🙏🙏

[@George-jz7qy]

@john cena we cant see your comment😁

[@michaelbasher]

Let's make: something

[@winmintun191]

Please help me How to started learning to Data Scientist for beginner Please let me know step-by-step. I mean first I need learn which one,(example) machine language or code learn or programming method or what other. Also I interested Google Data Analytics. I hope so you can help me and thanks a lot

[@SundasKhalid]

Hey! Did you watch this video? That’s exactly what the video shows you.

[@winmintun191]

Thank you so much

[@michaelbasher]

French apartments

[@modoulaminceesay9211]

100k by the end of 2022

[@SundasKhalid]

to the moon 🚀

[@waqaralam7519]

Mam how many years.of experience u have as a data science engineering

[@SundasKhalid]

I have been in the data science field for about 9 years and primarily in big tech. You can see my linkedIn for an overview of my experience.

[@waqaralam7519]

Sure Mam.i will do that.Mam i also wanted to do career transition in DS but suddenly yesterday i got stuck weather to go for data science or data engineer.Now i look like a confused mind. I know everything what both of these guys are doing but i really not able to decide.

[@michaelbasher]

#majicmike

[@michaelbasher]

Definitely hearing you lovely lady.

[@bandhammanikanta6302]

God. Routine, Routine........ This is good for beginners only. Why don't you talk about pipping in FAANG.

[@bandhammanikanta6302]

You are only targetting new comers. Definately not helpful for people already in the DS roles.

[@SundasKhalid]

What other ideas you have besides PIP? I will consider them if you have some good ideas for future videos.

[@bandhammanikanta6302]

@@SundasKhalid Sure, may be you can take a dataset and do a in-depth analysis on that, just like how you do in Google. Thanks

[@AmitKumar-qq4wj]

How many indians here.

[@korzinietz2136]

I find your videos helpful. I want to be a data scientist. Can I get help from you and are you willing to share your email id to me or should I ask the questions in comments? Thank you.