How I Would Learn Data Science in 2023? (If I could start over)

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  • Опубликовано: 19 янв 2025

Комментарии • 183

  • @SundasKhalid
    @SundasKhalid  2 года назад +25

    Thanks for watching! Big thanks to Simplilearn for sponsoring this video. Checkout their Data Science bootcamp if you are looking for a structured learning program: pg-p.ctme.caltech.edu/data-science-bootcamp-online-certification-course?

    • @Mr_khan900
      @Mr_khan900 2 года назад +1

      Mam is frontend web development a good career for future??

    • @usmanakhtar9155
      @usmanakhtar9155 Год назад +1

      Ma'am do we learn DSA as a Data scientist

    • @promisedone5675
      @promisedone5675 Год назад

      Wonderful video as always! Have you checked out the roadmaps of datacamp? I think you need to have a look, it would be helpful.

  • @johnbarbuto5387
    @johnbarbuto5387 Год назад +124

    I'm a retired neurologist and faculty at my state University. I think this is an superb video at several levels. First, I really like that you begin with some thoughts on "know what you are getting into". With most jobs and most careers, there is the theory of what a job/career is, and there is the reality of what a job/career is. And, they can be be very different. Traditional (bricks and mortar schools) education is far too expensive these days to wander aimlessly through it hoping you will figure out what you want to do. The prepared student has done some "homework" to get some real-world idea what a career or job might really be like. So, you start off with this idea. Excellent! Then, in the rest of just 12 minutes, you lay out the path and preparation needed to actually get a job in data science. Excellent again. In this era we need many, many more videos like this - laying out a real-world picture of a career path within a few minutes. I could say much more but this isn't the place. So, THANK YOU! - not for me, but for young people everywhere who might want to follow this path.

    • @Metabittify
      @Metabittify Год назад +6

      World need to get serious about improving in all areas of science and we do want to make it sir. We are really getting serious into this with DS and ML, thanks for the words! Saludos.

    • @SundasKhalid
      @SundasKhalid  Год назад +11

      Thank you for such a thoughtful analysis! I appreciate the kudos.

  • @xi4dre94
    @xi4dre94 Год назад +29

    Step 1: Research the Role
    Step 2: Study the Job Description
    Step 3: Learn Math, Statistics, & ML
    Step 4: Learn to Code
    Step 5: Build Project Portfolio
    Step 6: Prepare for interview

  • @peterphar1986
    @peterphar1986 2 года назад +3

    Yayyy thank you so much for this!!! I recently just got in to Boeing and they are going to cover my tuition 100% and I wanted to have the courage to go for a STEM program!!! This vid has made it more insightful for me!!!

  • @vinitakadam
    @vinitakadam 2 года назад +12

    Another great video! Your content is quite straightforward and easier to grasp. I have enrolled in the Caltech Data Science program and am happy with it so far!

    • @art_of_coping
      @art_of_coping 2 года назад

      hi vinita, can u tell the price of the bootcamp??

  • @levelupgamingandlearning
    @levelupgamingandlearning 2 года назад +7

    I have joined Caltech’s data science training program, thanks to your well-researched video and clear recommendation. I will share my experience soon. Keep up the good work!

    • @rahularun5822
      @rahularun5822 2 года назад

      How's the program? Any batchelor degree required to enroll in the program?

    • @dywa_varaprasad
      @dywa_varaprasad Год назад

      hii Anchit any update over your status of learning???

  • @craignyatondo5521
    @craignyatondo5521 2 года назад +22

    Thanks dor this video Sundas. I like the reverse engineering approach where you go about looking at what people are already doing in your targeted sector then focus on building those kind of projects. Very good advice 🤝

    • @SundasKhalid
      @SundasKhalid  2 года назад +8

      “Reverse engineer” or “working backward” is one of the most efficient way of learning anything. It narrow downs your focus quickly and helps you learn fast.

    • @miketesla8550
      @miketesla8550 2 года назад +1

      @@SundasKhalid 👍

  • @ayesharahman5478
    @ayesharahman5478 2 года назад +17

    As an aspiring data scientist, I appreciate this video for sharing how to break into the world of data science. I had already heard about Caltech but now I can actually opt for its data science bootcamp.

    • @vincentlee4903
      @vincentlee4903 2 года назад

      How much does it cost and how has your learning journey been so far? Do you think it's worth it?

    • @lilicienta
      @lilicienta Год назад

      @@vincentlee4903 I wrote to them, they sent me this link www.simplilearn.com/post-graduate-program-data-science#overview it's almost 3000$, I dont know if it's worthy, @Ayesha, have you started the program? cam you tell us about it?

    • @sarfrazakhtar9887
      @sarfrazakhtar9887 Год назад

      How data analytics is different from data scientist?

  • @arsen3379
    @arsen3379 2 года назад

    Sundas, жаңа жылыңызбен, ақыл-кеңесіңіз үшін рахмет

  • @RobertWF42
    @RobertWF42 Год назад +21

    In addition to learning R, Python, and SQL, if you have time to learn a 4th language I recommend SAS.
    Ten years I wasn't sure it would still be popular by 2023, but a lot of companies (especially in the pharmaceutical, insurance, government fields + academia) still use SAS.

    • @Arthur_N_Rich
      @Arthur_N_Rich Год назад

      I second this. I’m a data analyst now and my boss who has been in finance for the last 30 years still uses SAS and I find myself needing to run his code quite often. For context, I use JupyterLab to run my Python notebooks.

  • @ankitsinghrautela830
    @ankitsinghrautela830 2 года назад +3

    Thanks for the comprehensive information on data science. It has propelled me in the right direction to kickstart my career. I have enrolled in Caltech’s Data Science Bootcamp.

    • @AM02941
      @AM02941 Год назад

      How's it going so far? I'm considering this option too

  • @ZackPike
    @ZackPike 2 года назад +2

    This was a great overview Sundas! I'll second being careful with picking your learning resource... There's a LOT of options out there... Very important to use something that has a data science focus! Thanks for posting.

  • @karimrezk474
    @karimrezk474 2 года назад

    كل عامً وانتى بخير استاذه فيديو رائع❤

  • @YZhou-mq1bw
    @YZhou-mq1bw Год назад

    Thank you for your generous sharing, very helpful!

  • @syedashanzaykamran9772
    @syedashanzaykamran9772 Год назад

    I love your video, it's actually so helpful!! Thank you!

  • @rahularun5822
    @rahularun5822 2 года назад +4

    Thanks for the overview Sundas! I want to transition into this career domain and Caltech’s data science Bootcamp sounds like a good start. 😀

  • @liyashuklinejg
    @liyashuklinejg Год назад

    Thank you for this clear explanation!

  • @J_G_Network
    @J_G_Network 2 года назад +1

    Thank you for this video I am currently in school learning about this stuff and data science is something I would like to pursue.

  • @siklysarkastik04
    @siklysarkastik04 Год назад

    very helpful information. thank you!

  • @AndreTJones
    @AndreTJones 2 года назад +1

    Happy New Year. Taking notes.

  • @olahola12
    @olahola12 2 года назад

    Thanks Sundas, its a good starting point guide. Wish me luck!

  • @MrGuggisberg
    @MrGuggisberg Год назад

    Data journalism is essentially the future of journalism. I'm aiming for data analyst while determining future market outlook.

  • @jawadahmad7991
    @jawadahmad7991 2 года назад

    What a start of 2023! Keep inspiring Us.

    • @SundasKhalid
      @SundasKhalid  2 года назад +2

      Happy new year!! Glad you found the video helpful!

  • @African_Blade
    @African_Blade 2 года назад

    thank you for posting 🔥🔥🔥

  • @smolboyi
    @smolboyi 2 года назад

    Thanks for your advice!
    This is a really good video, I am about to write these steps and attack this endeavor!

    • @smolboyi
      @smolboyi 2 года назад

      Maybe I can do a project on how saturated this job family market is 🤔

    • @SundasKhalid
      @SundasKhalid  2 года назад +1

      That’s good project idea. Where would you get the data?

    • @smolboyi
      @smolboyi 2 года назад

      @Sundas Khalid I was just wondering what data I could even use to determine such a thing..
      Maybe if I could find data on new job listings and compare the volume over time... I will have to do some research

  • @elhammadi2826
    @elhammadi2826 Год назад

    Just got my handbook. Thanks 😊

  • @markkosama393
    @markkosama393 Год назад

    Greetings Sundas, I am studying medicine and for personal reasons I am going to migrate to another country and leave my university. I am researching about Data Analysis and this video has been very enlightening for me. Thank you very much

  • @MuhammadTayyab-lh1gx
    @MuhammadTayyab-lh1gx Год назад

    I love your videos I got some important points from your videos I appreciate you are sharing this knowledge I'm learning data science

  • @widxchange
    @widxchange 8 месяцев назад

    It's funny how I got here. I am not looking for a job, I am just fascinated by so much information we have around us, easily available yet we don't know how to process them in a useful manner. I love to investigate and predict what could happen and recognize patterns (I'm a full time trader). I want to be able to handle those data professionally.

  • @RobertWF42
    @RobertWF42 Год назад +1

    I'll add when learning data science or statistics (aren't they the same thing?) make sure you know the difference between causal inference and predictive modeling (ie, machine learning).
    Both types of model may use linear regression, but outcomes of interest, evaluating model results, and variable selection can be very different.

  • @-MuhamadFahmiAmmar
    @-MuhamadFahmiAmmar 2 года назад

    Thank you, hearing your explanation I am interested in data science.

  • @janolebash3740
    @janolebash3740 Год назад

    Very intelligent woman. Your materials are to the point.

  • @GameRangerOfficial
    @GameRangerOfficial 2 года назад

    I have done bachelor in CS now, I am moving to Data science and following you. Thanks

  • @ArunKumar-jt
    @ArunKumar-jt Год назад

    Thank you very much @Sundas Khalid, the video is clear and educative for beginners to this field. I like your idea of beginning the course with Statistics & ML as opposed to coding with Python. 💛👍

  • @ManikHossainKOTHA
    @ManikHossainKOTHA 2 года назад

    Wonderful explanation in short.Thanks a lot😍

  • @jawadahmad7991
    @jawadahmad7991 2 года назад +5

    In statistics, you missed descriptive statistics which can be done via pandas profiling library in just three lines of code.

    • @SundasKhalid
      @SundasKhalid  2 года назад +2

      Good point. Thanks for adding!

  • @Aftab_Ajk
    @Aftab_Ajk 2 года назад

    Very informative.stay blessed

  • @maggiekay7426
    @maggiekay7426 Год назад

    I was getting a bachelors in CIS, but I hated how the courses were taught and the CIS classes didn’t interest me. I switched to integrated studies (“created your degree” and a lot of employers don’t accept this degree or know of it) but I am minoring in data science and have taken basic accounting, economics, and management classes, along with economic data analysis and econometrics.
    I am really trying to get as much experience in data related courses without spending extra money taking extra classes that I don’t meet the prerequisites for (probability (math), data science and machine learning (math), finance, etc)
    I don’t have the engineering data structures class (I took the “regular” course) and I don’t have calc 2
    But I have calc 1, math analysis, and two stats classes.

  • @joeljoseph2809
    @joeljoseph2809 2 года назад +4

    Do you think it's possible for a 45 year old going to school for computer/data science? What's the probability for a 50 year old to a job in tech?

    • @SundasKhalid
      @SundasKhalid  2 года назад +5

      It’s 100% possible. I believe it’s never too late to go back to school. In fact, I might go back to school after my kids are gone off to colleges. You should go for it!

  • @saurabhdixit5407
    @saurabhdixit5407 Год назад

    Hi Sundas, Very practical advice. I would like to know how one can get around the No Job offer - > -No Experience > No JOB offer endless loop, even when everything like self-learning, small project portfolio is done. Not sure if bootcamps and self initiated projects are even considered as industry experience when looking for actual jobs..? I’m looking to start my self study for transitioning into Data Science from Project Management, and have already done a very expensive online course but have not been able to break into Data Science. May be I am missing some piece but that's where your own experience from similar situations and struggles would be immensely helpful for everyone following this thread 🙏👍

  • @innovativeTech
    @innovativeTech 2 года назад

    thanks das video was very gut

  • @codelucky
    @codelucky Год назад

    Key Notes:
    If you're looking to learn Data Science in 2023, follow these steps:
    1. Research the different job roles in Data Science to understand what each role entails before choosing a specific one.
    2. First, focus on building a strong foundation in Statistics, Mathematics, and Machine Learning. Then, move on to coding with languages like SQL and Python.
    3. Create a project portfolio that includes practical experience using free resources such as Kaggle, Google data search, or your own self-generated datasets.
    4. Prepare for job interviews by practicing on platforms like LeetCode and engaging in mock interviews to perform well under pressure.
    5. Keep in mind that the job market is competitive, so persistence is key when pursuing a career in Data Science.

  • @matattz
    @matattz Год назад

    wow great infos! I agree 100% that you should start with statistics in general and then move to ML. I was the type of guy who began learning all of this stuff like SQL, Python or Pandas, but i have to admit these are just TOOLS! If you understand what you are doing and you have some basic programming skills, you can search and learn the proper techniques on the fly! That is why doing projects is much more important to do, because you will start to realize how difficult it is to apply what is needed and by doing it you will learn so much! For me reading books about ML helped me understand the WHY, in a way understand the bigger picture of what a Data Scientist actually is doing.

  • @roymadethat
    @roymadethat 9 месяцев назад

    I'm a us citizen and have my undergrad but its not in anything DS or tech related. In your opinion, would you recommend a masters at this point and put away 2-3 years or to go and practice the theories online and go from there and/or get an entry level job and work up

  • @techhunt4922
    @techhunt4922 Год назад

    sundas you are my guru. you are both beautiful and helpful

  • @hashiramaaa9882
    @hashiramaaa9882 Год назад

    Im an IT fresh grad and considering on taking a role in Big Data Tech

  • @Shilash-r1u
    @Shilash-r1u Год назад

    Thanks a lot mam 🙏

  • @I_Lemaire
    @I_Lemaire Год назад +1

    Should we learn Coding (SQL, then Python/R) before Statistics?

  • @deveshmehare279
    @deveshmehare279 2 года назад

    you're so helpful

  • @harpreetkaur-ny2nz
    @harpreetkaur-ny2nz Год назад +1

    Foe ex : if a person is in India wants to become a Data scientist , which course is more beneficial for the person BTECH in data science or BSC in data science in the terms of knowledge???

  • @fiorelladelpilardiazobrego6303

    thank you so much

  • @vectoralphaSec
    @vectoralphaSec 2 года назад +1

    I am a recent graduate in Computer Science and want to instead go into Data Science industry instead of the traditional Software Developer/ Software Engineer career. So as someone like me who eventually one day wants to work in data science industry, is there an entry level job role that one can apply as a starting point and just get promoted/ level up to a data science in time rather than just trying to apply for a data science position from the get go? I dont mind starting at the bottom and working my way up the ladder. Anyone have any suggestions?

  • @ahmadezz4056
    @ahmadezz4056 2 года назад

    Unfortunately the bootcamp requires previous knowledge in Programming and Mathematics

  • @milosgrujic9118
    @milosgrujic9118 2 года назад

    So after a couple of years from now I might be able to start making a portfolio. 2h a days of work should be enough I guess.

  • @alessandro995
    @alessandro995 2 года назад +2

    Thank you so much for you videos Sundas. I just have a question for you: why do data scientists nees to learn both SQL and pandas? Can't everything be done with one of the two?
    Really thank you in advance☺️

  • @smhasan0124
    @smhasan0124 2 года назад +2

    Sundas would you advice someone aspiring to be a data scientist generalist to do Google data analytics specialisation or would other courses be better?

  • @kmb96
    @kmb96 2 года назад +1

    Is it realistic to think I could move into data science after only a bootcamp? I don’t have a degree but I was a economics major when I was in college. Or would it be better to just go for full stack development?

  • @AhmadElNemr
    @AhmadElNemr Год назад

    The Simplilearn boot camp is not offered anymore.

  • @okulbu4697
    @okulbu4697 Год назад

    I am highschool maths teacher, statistics and coding is the easiest part for me, I know python, core java and some sql. Do I need data analytics skills to be data scientists? Or should I jump directly to data science?

  • @hoseindehnavi9709
    @hoseindehnavi9709 2 года назад +1

    Hi, I am studying economics. I am a university student. An economics graduate needs math skills and works with data and numbers. Do you think I should combine these two fields, data science and economics? I think I'll be able to get a better job with two fields. thanks for your help.

  • @human705
    @human705 2 года назад

    Thankyou ❤

  • @ibeagwuhenry7175
    @ibeagwuhenry7175 2 года назад

    very very helpful

  • @rebecasantiago2012
    @rebecasantiago2012 Год назад

    What's the difference between data scientist and machine learning engineer? Sounds very similar.

  • @drm8164
    @drm8164 Год назад

    Do you have any video where you teach data science ?

  • @augustauzoewulu5298
    @augustauzoewulu5298 5 месяцев назад

    Please can you tell me where to learn the maths, statistics and machine learning

  • @vimalv8096
    @vimalv8096 Год назад +1

    Hello Sundas, Thank you for the amazing videos.
    I have a question can you please help me out on this., Suppose I want to start my career on data science/engineer/analytics what would be the different platforms that I can look for opportunities and how to approach them. Can you also add this in the last on all your podcast too..
    Thanks in advance ❤️🙂

  • @ajaypatro1554
    @ajaypatro1554 Год назад

    i want to become geospatial data scienctist i have completed my CS50 P and CS50 SQL what next i should do so i get familiar with basic lib, and then leverage geospatial lib, after ML which course to follow up or book

  • @michaelbasher
    @michaelbasher Год назад

    I'm convinced

  • @fuzzywuzzy318
    @fuzzywuzzy318 Год назад +1

    Don’t watch this video , to be software engineer,DS job only 1 in 10of DS, you can’t find a DS job ,

  • @pragyajoshi7311
    @pragyajoshi7311 10 месяцев назад

    hey what about data science roles in healthcare is any specific things to follow there?

  • @omarelkhafgy9494
    @omarelkhafgy9494 Год назад

    Now i am a new here should i start with u from this video to newer videos or must see any important or old video ? And thank u for this video beacause its the fivourate one i watched

    • @SundasKhalid
      @SundasKhalid  Год назад

      Thank you! I have playlist dedicated to starting a career in data science, you can watch that playlist next: ruclips.net/p/PLNvMRDyXHRnfRw-wJa4BSUdZjtnBEXkGH

  • @raju.gunawan
    @raju.gunawan 2 года назад

    Thank you....

  • @vladpeshkov2788
    @vladpeshkov2788 2 года назад

    In the background I see some interesting gadgets. Can you please give their names? In addition, I don’t understand, the same location is shown on the preview and in the video? It just seems to me that the gadgets here and there are a little different.

  • @abdullaalmamun9816
    @abdullaalmamun9816 Год назад

    Can you please prefer a best book of Machine Learning?

  • @guyfromthehill
    @guyfromthehill 2 года назад

    Ma'am make a video on apprenticeship projects.

  • @amirpace
    @amirpace 2 года назад

    Hi.....do u need Data structures and algorithms for being a data scientist at MAANG?

  • @nishantthakur144
    @nishantthakur144 2 года назад

    Hey Sundas,Can you make a video on some of your favourite projects you did at you workplace and how you approached them?

    • @SundasKhalid
      @SundasKhalid  2 года назад +2

      That’s a great idea. Adding it to my video idea list.

    • @aena5995
      @aena5995 2 года назад

      @@SundasKhalid is a bachelors in business data analytics worth it ( the program has machine learning business finance and a programming course aswell )or is something general like Econ or Computers better ? I wanna do a masters afterwards most probably in Computer science or IT

  • @Abdelrahman.mo97
    @Abdelrahman.mo97 2 года назад

    Can you tell us a roadmap of data engineering?

  • @rezajanjani7712
    @rezajanjani7712 Год назад

    Where can we find data set and projects about Prediction stock market or cryptocurrency? Please introduce some good sources. 🙏🙏

  • @smhasan0124
    @smhasan0124 2 года назад

    Could you please recommend resources for each step

  • @auj012
    @auj012 2 года назад

    Sundas Tx U for getting all the info for beginners, sincerely appreciate it. I had a quick question though , I want to be a Project manager in DS/MLE project, how/what is needed for such a role. I come from a development background but not a DS background, please advice.

  • @Athul_ajith
    @Athul_ajith Год назад

    Mam am planning to do Ms and very much confused of which subject will be better for me...Am a average guy in mathematics (would say below average) So will i struggle if i choose Ms in Datascience..Or Ms in computer engineering will be better for me?I learnt python fullstack..But am not good in that still struggling to do code by my own.

  • @Quantnom
    @Quantnom 2 года назад +1

    How do you feel now that an AI can do your job?

  • @mehmetaydin3103
    @mehmetaydin3103 7 месяцев назад

    thanks

  • @Producer-i5d
    @Producer-i5d 2 года назад +1

    Hello Sundas
    Hope your doing well
    I am bit confused, and I think your the right person who can guide me in this issue... Yesterday I gave a interview for the AI engineer position. I was all prepared with ML, DL Python which is the core skills of this position. But the Interviewer focused 90% on DSA... Why is that so that Data science domain is been more focused on DSA concepts and OOPS concept. He didn't touch at all even the basic questions of ML. Is this the process of an Data science Interview... Can you please show me the right path what exactly to prepare for an Interview...

    • @tomriddle8181
      @tomriddle8181 2 года назад

      Was it for a FAANG company ?

    • @Producer-i5d
      @Producer-i5d 2 года назад +1

      @@tomriddle8181 No Thomas it was a Mid level company

  • @drm8164
    @drm8164 Год назад

    I will get my degree in Machine learning from an college in Montreal, I want to be a data scientist, does it worth ? Thank you to help me know if I m doing a good decision to get in AI field. Take care.

  • @0920024112
    @0920024112 Год назад

    you are so talented

  • @sktnepal06
    @sktnepal06 2 года назад +3

    Can you talk a little bit more about a program offered by Great learning in collaboration with UT Austin (Post graduate program in Data Science and Business Analytics) and Upgrad in collaboration with the University of Maryland? Professional certification of a program in Data Science and Business Analytics) or Simplelern program Data science booth cam is great. Please compare and recommend which is the best for learning the content covered and the job market and landing the job quickly.

    • @sanjaypatil5112
      @sanjaypatil5112 Год назад

      Hi, have you joined any course for DS yet?

    • @sanjaypatil5112
      @sanjaypatil5112 Год назад

      From last 6 months i am studying Data Science through Online free platforms and you?

  • @dss5295
    @dss5295 2 года назад

    What is your take on Google's AutoML? It seems to be a very powerful tool for ML modeling. Does it significantly reduce the need for ML and Stats skills in comparison to Coding and Business/Industry knowledge?

  • @sandipansarkar9211
    @sandipansarkar9211 2 года назад

    finished watching

  • @promiseuzondu8735
    @promiseuzondu8735 2 года назад

    Thank You for this. It appears your account on Instagram is private?

  • @DGER81
    @DGER81 2 года назад

    What are your thoughts on GIS?

  • @JJ-mp5ye
    @JJ-mp5ye 2 года назад

    I have watch many RUclipsrs that are talking about pros and cons of DS but I always feel like this girl is discouraging anyone to join her field lol! Girl relax there’s room for everyone 😂

    • @SundasKhalid
      @SundasKhalid  2 года назад

      Maybe you should try watching content from people with more industry experience then what I’m saying would make more sense to you.

  • @TheZaynPro
    @TheZaynPro Год назад

    I have done bs software engineer so now should i learn practical data science or should i do data science masters degree ?

  • @justincueva2294
    @justincueva2294 Год назад

    Do i need to study data structures and algorithms?

  • @sandeepsahu8743
    @sandeepsahu8743 2 года назад

    Don't do whatever youtubers say, mostly all are really fake.
    They are just selling, nothing else. Use your experience and your thinking wisely.

  • @muktikantapradhan1604
    @muktikantapradhan1604 2 года назад

    your room looks pretty good. wanna visit there someday , self invited,haha ha

    • @SundasKhalid
      @SundasKhalid  2 года назад +1

      It’s my office/gym/studio in the basement of my house. Glad you can’t see the mess 😂

  • @jerrytico1
    @jerrytico1 Год назад

    Thank you for your video.
    I have a Psychology Bachelor’s degree.
    My goal is to combine my degree and Data Science degree to apply them in the Mental Health field.
    Can be it possible?

  • @anmolsoni7369
    @anmolsoni7369 2 года назад

    If a person have long gap did he also do the data science and it is possible to get a job after a gap

  • @parvesh-rana
    @parvesh-rana 2 года назад

    Could you recommend some books for each subject