How I'd Learn Data Science In 2024 (If I Could Restart) - The Ultimate Roadmap

Ғылым және технология

This is the realistic route I would take with some bonus projects.
📨 Best Free Data Science Newsletter - www.datanash.co.uk/coffee-wit...
Community mentorship waitlist - www.datanash.co.uk/group-coac...
🐍 Learn Python For Data Science - datacamp.pxf.io/y2vQzB
Learn SQL for Data Science - datacamp.pxf.io/y2vQzBdatacam...
🏗️ Data Science Projects For Your Portfolio - bit.ly/476TWvi
☎️Book a 1:1 Call - www.datanash.co.uk/
Connect with me on Instagram - / datanash1
Connect with me on Twitter - / datanash1

Пікірлер: 134

  • @datanash8200
    @datanash82004 ай бұрын

    Going to be hosting an Instagram Live to answer any of your Data questions this Sunday - instagram.com/datanash1/

  • @ArunKumar-bp5lo
    @ArunKumar-bp5lo4 ай бұрын

    having same project with the same industry has higher chance to get an interview

  • @anthonyjackson3037
    @anthonyjackson3037Ай бұрын

    Spot on, thanks for the great summary. Loving your energy + great communication. Subbed!

  • @chikeziechukwuazi816
    @chikeziechukwuazi8164 ай бұрын

    This is awesome stuff! 🔥 Just what I needed as I’m just starting my journey in data science. Thanks man!

  • @akylaiotkulbekkyzy5163
    @akylaiotkulbekkyzy5163Ай бұрын

    Bless your soul. This was a perfect roadmap. I will start following it !!

  • @tiagocosta9868
    @tiagocosta98683 ай бұрын

    Practical knowledge, thank you so much!

  • @abbiroad
    @abbiroad3 ай бұрын

    cAN'T BELIEVE HOW VALUABLE THIS VIDEO IS! every minute is worth it and I personally loved how many examples you provided. Thanks for taking the time. Subscribed!

  • @digitalboy4415
    @digitalboy44153 ай бұрын

    The examples and order actually helped. ✌️

  • @MattT33L
    @MattT33LАй бұрын

    Thanks for the great info, always insightful. Also, Love the Chet Baker in the background!

  • @armankhalifehsoltani4223
    @armankhalifehsoltani42234 ай бұрын

    it helped me a lottttt! thanks Nash

  • @Cosmicles
    @Cosmicles4 ай бұрын

    I start school in Monday for data science! Thank you for posting this! Gives me a better idea for the future

  • @zainkhan5494

    @zainkhan5494

    Ай бұрын

    How do you like it

  • @noziphomahlangu5125
    @noziphomahlangu5125Ай бұрын

    Really powerful, comprehensive and very helpful, thanks man

  • @MaybachManny
    @MaybachManny4 ай бұрын

    💪🏼 Thank you from Maybach, currently residing in Tampa, FL, US!! I’m subscribed and get all notifications. Talk your $HIT 2024!! It’s up!!

  • @datanash8200

    @datanash8200

    4 ай бұрын

    2024 let's goooo 💪💪💪

  • @datanash8200
    @datanash82004 ай бұрын

    All resources mentioned can be found in the description ☝☝☝

  • @spilledit

    @spilledit

    3 ай бұрын

    Yeah right

  • @greatmate3223
    @greatmate32234 ай бұрын

    gonna be busy year, thanks Nash. Btw, love the data science community idea.

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Any time!

  • @redeux
    @redeux4 ай бұрын

    Appreciate the longer video on this, and thanks for giving me some confirmation bias that I'm on the right track 😅

  • @datanash8200

    @datanash8200

    4 ай бұрын

    No worries!

  • @indictmentpubg
    @indictmentpubg2 ай бұрын

    Thank you, I’m starting learning math and computer science at university in a couple of months, want to start learning some basics myself now. I’m good at math and basic programming, I’m a clueless amateur at how it works together tho, it’s definitely helpful.

  • @davidrevolorio3258
    @davidrevolorio32584 ай бұрын

    Thank you very much, your videos are great an very accurate for the ones we are working to enter in this world. Mucha appreciated !

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Glad you like them!

  • @moabbas7639
    @moabbas76392 ай бұрын

    Well structured roadmap I could not ask for more than this. Thanks

  • @panchobizzarro3925
    @panchobizzarro39252 ай бұрын

    Very comprehensive! Thanks!

  • @LuisReyes-mw3jo
    @LuisReyes-mw3jo4 ай бұрын

    Thanks A LOT MAN!

  • @bin4ry_d3struct0r
    @bin4ry_d3struct0r4 ай бұрын

    I'm trying to get the hang of Streamlit, Flask and Gradio myself, so I'm looking forward to that upcoming video about front-end UIs.

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Lovely! I haven't heard of Gradio but definitely going to look into it now.

  • @Shadowfish_
    @Shadowfish_Ай бұрын

    PY : analyze data form excel(Or other data base) in python python porjoct 7:15 math project 12:55 use AI: more project(AI) 16:04 Library : numpy scipy pandas Language : SQL , R Visualize : power BI and tableau #8 step 24:29 #9 cuttind edge 25:21

  • @christopher6267
    @christopher62672 ай бұрын

    love you dude, great vids

  • @kishoresayz2492
    @kishoresayz24924 ай бұрын

    Hey Nash! Great Video Loved It. Expecting More Videos From You :)

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Very soon!

  • @Ernest755
    @Ernest75512 күн бұрын

    Learnt alot, especially the CV part. Its important to structure it correctly and tweak according to response rate

  • @marleymomo9582
    @marleymomo95824 ай бұрын

    I can feel your passion in data science while you explaining man, I feel excited to study this cause of it.

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Let's gooo

  • @whoadog8725
    @whoadog87254 ай бұрын

    Excellent video. Thank you

  • @ronaldoperales9197
    @ronaldoperales91974 ай бұрын

    Thx for the video Very useful ❤

  • @tamhaye3114
    @tamhaye311416 күн бұрын

    AWESOME video, thank you for sharing!👈

  • @fazchowdhury9830
    @fazchowdhury983014 күн бұрын

    Excellent route map. Thanks.

  • @user-gh5zg8cl9o
    @user-gh5zg8cl9o2 ай бұрын

    really insightfull thank yiu nash

  • @yyy-ml1yg
    @yyy-ml1yg2 ай бұрын

    thank you so much you're the best for real

  • @MoisesDaniel-we9rq
    @MoisesDaniel-we9rq3 ай бұрын

    Awesome video man!

  • @kimchytingz
    @kimchytingz4 ай бұрын

    Thank you for this!! It’s really informative. I want to get into data science, but first I come from a chemistry degree and nothing to do with computer science… I have no idea about coding but I’m rlly willing to learn! Will it be possible? Also, I’m a pretty sociable person. But I also like studying a lot and I feel like you are continuously learning with data science so I’m interested in it. But my friends say to not get into it because I’ll be really lonely 😅 I don’t want to not give something a go just because of comments that people say - do you feel like it’s not a very sociable job? Or do you find the freedom easier to make plans or you still get the chance to socialise with your coworkers?

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Yes, it is very possible! a STEM degree is a great foundation. And no, you won't have to become a hermit to be a data scientist 😅 . There will be the occasional period where you need to hunker down to learn a new concept, but you can have a completely normal social life

  • @KNLE_
    @KNLE_Ай бұрын

    Hey! Brilliant video. I need your advice please. I'm thinking of taking Master's in Data analytics but the issue is I have no knowledge on how to code or anything about data analytics (for now). Is this a smart move?

  • @turgaygokhankelleci869
    @turgaygokhankelleci86916 күн бұрын

    Impressive, thank you

  • @vee-ayo
    @vee-ayo4 ай бұрын

    thank you soo much ❤❤❤

  • @zoby1996
    @zoby199620 күн бұрын

    1) Lot of background static noise 2) AMAZING video! AWS data scientist here, will be distributing this video amongst family/friends who ask about becoming Data Scientists. Thank you so much!

  • @pH7Programming
    @pH7Programming27 күн бұрын

    What a great roadmap for the graduates and others out there eager to become a data scientist 🚀

  • @Cantblendthis
    @Cantblendthis2 ай бұрын

    Awesome vid, very valuable! Small question, what is the app at 0:08?

  • @emirhansaryar6071
    @emirhansaryar60712 ай бұрын

    Thanks for everything bro ! You motivated me and helped me to progress in my career route. I can't thank you enough 😊

  • @datanash8200

    @datanash8200

    2 ай бұрын

    Happy to hear that!

  • @ivoryontrack
    @ivoryontrack4 ай бұрын

    thank you so much, Nash! the content u put out is genuinely better than most stuff i see. i'm already enrolled in a masters program for data science, but i come from a non-computer science background and just finished my foundational semester. your content supplements my learning at university wonderfully. u deserve more exposure! what i really appreciated the most were the hands-on projects you assigned for every aspect of the learning process.

  • @datanash8200

    @datanash8200

    4 ай бұрын

    I appreciate that! I know you'll do great!

  • @SarahMayArch

    @SarahMayArch

    4 ай бұрын

    Hi @ivoryontrack, if you don't mind me asking, which uni are you doing your Masters? I was looking into several degrees as I come from a non-STEM background. Is your degree online? Thanks!

  • @datanash8200

    @datanash8200

    3 ай бұрын

    Try uni of liverpool. I have a non-stem background and they accepted me onto their conversion masters

  • @Kavya-ll6kn
    @Kavya-ll6kn4 ай бұрын

    Thank You Nash 😊

  • @datanash8200

    @datanash8200

    4 ай бұрын

    No problem, are you just getting into DS?

  • @Kavya-ll6kn

    @Kavya-ll6kn

    4 ай бұрын

    @@datanash8200 Yeah Sort of! I'm Just Confused a lot between the roles of Data Analyst and data scientist! Many companies expect analysts to do scientist's work and vice versa. Am I right?

  • @Kavya-ll6kn

    @Kavya-ll6kn

    4 ай бұрын

    @@datanash8200 I'm deciding to start learning these... But, I'm also confused to learn everything through KZread or take any paid courses? Can you please do a detailed video on this topic?

  • @camilobeltran3662
    @camilobeltran36624 ай бұрын

    sick!!!! 💯💯💯

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Thanks man

  • @yyy-ml1yg
    @yyy-ml1yg2 ай бұрын

    your video helped me so much.

  • @ambrose9968
    @ambrose99683 ай бұрын

    As someone who is in their second year of college (psychology major) but wants to be a data scientist, what do you recommend I do? I haven’t done a college level math class but am very determined and motivated to do so. Should I change to statistics major and grind out the math and learn python on the side? I ask cause my weaker side is for sure math.

  • @kanavchauhan001
    @kanavchauhan0012 ай бұрын

    I am the 100th Commentor on your video !! Thanks for sharing such a Valuable Video !!

  • @Yon-ld9pk
    @Yon-ld9pk3 ай бұрын

    Great video! And: great records! love me some Chet Baker

  • @marioguy23
    @marioguy234 ай бұрын

    Some universities (e.g. Harvard w/ CS50P) provide free courses for programming. Best of both worlds (free & structured learning with projects)

  • @ahsanmuhammadsalim9799
    @ahsanmuhammadsalim979915 күн бұрын

    great video.. I am a data scientists and i wish I had someone to tell me all this at the start of my journey.. could've saved a ton of time..

  • @pH7Programming
    @pH7Programming27 күн бұрын

    R is generally more academically centric (more often used by universities, some governmental institutions, and traditional businesses depending on what part of the world you are in, e.g., NZ, Australia, USA). Python would cover all the rest in general.. 😄

  • @user-yu7zy7jl4u
    @user-yu7zy7jl4u4 ай бұрын

    thank you brother

  • @datanash8200

    @datanash8200

    4 ай бұрын

    No problem!

  • @Language-sr9sj
    @Language-sr9sj4 ай бұрын

    Great video. Which software did you use for the presentation? Very organized.

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Thanks man, it's Obsidian (free)

  • @princendukwe1627
    @princendukwe1627Ай бұрын

    gracias nash

  • @user-fy5le6ls2b
    @user-fy5le6ls2bАй бұрын

    thank you evra

  • @auliyanto
    @auliyanto2 ай бұрын

    what software is this 1:13 , so clean to look

  • @anosikelight3084
    @anosikelight3084Ай бұрын

    Hello Nash. What do you think about 365 Careers Data sciençe course ?

  • @Trying_trying
    @Trying_trying3 ай бұрын

    About to start a Data Science 🧪/data analyst bootcamp in the UK 🇬🇧 this week will be posting it all on my channel. 💪🏼💪🏼💪🏼

  • @datanash8200

    @datanash8200

    3 ай бұрын

    Let's goooo

  • @user-tg1ti1dm2r
    @user-tg1ti1dm2r4 ай бұрын

    definitely one of the best videos on the topic! how much time is this all gonna take if I'm willing to dedicate 5-6 hours a day?

  • @_ekefan

    @_ekefan

    4 ай бұрын

    I am still in my learning phase too (self-taught), and I love nash's content. Talking about time, it could take you a few months to years to get the nicest skills (python SQL and tableau + problem solving) It's easy for nash to put this out there (I totally I appreciate the work nash) because he has gone way ahead of us. Importantly make sure you monitor your progress (what do I know now that I didn't know last week) this would help keep the mental stress that comes with learning mild. This roadmap would help us know what next to learn but we have to create own journey, enjoy the frustrations of code errors and take deep breath when stupid maths don't relate with code, enjoy the process and watch yourself grow overtime, That's what I am doing anyway. I totally agree best content on the platform nash💯💯

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Its a tough question as there are many variables (current math knowledge, current knowledge level, intelligence level, focus level) etc. But assuming basic math knowledge, Average intelligence, and no current coding level I would say roughly 6-12 months

  • @insiderclass
    @insiderclass14 күн бұрын

    This was a perfect roadmap. Can you put it available to download?

  • @oluwaseunakinade8481
    @oluwaseunakinade84814 ай бұрын

    I love your video.. You explained everything to details.. I have subscribed for your newsletter but i tried to see how i can get the roadmap but i cant find it. please how do i get the roadmap in pdf? Thanks

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Thank you man, there should be a link to in in the welcome email but you can also access it directly here -> www.datanash.co.uk/learn

  • @sahanaMD-fd7sg
    @sahanaMD-fd7sg3 ай бұрын

    Hi, can I please ask you, which tool are you using to make the chart with topics to learn and drilldown further ?

  • @datanash8200

    @datanash8200

    3 ай бұрын

    Obsidian!

  • @sahanaMD-fd7sg

    @sahanaMD-fd7sg

    3 ай бұрын

    @@datanash8200 thank you

  • @AmitYadav-jp5uz
    @AmitYadav-jp5uz6 күн бұрын

    Thanks man... I'm religiously following this roadmap.

  • @user-cc6jc7pn1k
    @user-cc6jc7pn1k4 ай бұрын

    Your videos are great and inspiring Nash! You remind me a lot of myself lol. I am currently enrolled in a masters of science in data science & analytics with a 4.0 GPA. p.s. Don't hold back on the examples

  • @datanash8200

    @datanash8200

    4 ай бұрын

    That is awesome!

  • @adammontgomery7980
    @adammontgomery798018 күн бұрын

    I would suggest taking a course in statistics before any of this. If you find that you hate it, or can't hack, data-science is not for you. It's a quick way to learn some basics that could be valuable even if you don't pursue a career.

  • @ayoubchaabi6649
    @ayoubchaabi66493 ай бұрын

    Thanks man even that i'm afaid about data sciencea

  • @passportbro904
    @passportbro9043 ай бұрын

    I know python very well, making projects now, but also just to make sure, doing a 3 year bachelors degree in data science, im taking a risk doing the degree, but its only 20k for a great degree i feel.

  • @datanash8200

    @datanash8200

    3 ай бұрын

    You'll make up that 20K degree cost pretty quickly since data science salaries are above average

  • @15.azamsiddiqui54
    @15.azamsiddiqui544 ай бұрын

    is that obsidian canvas you used to demonstrate????????

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Yessir, just started using Obsidian in general. I am in love

  • @BreakinDaHabit
    @BreakinDaHabit4 ай бұрын

    Hello Nash thanks for your video, don't you think data camp isn't the best way to learn python ? i tried it and i though i a learning but then while applying it wasnt the best or is it me?

  • @datanash8200

    @datanash8200

    4 ай бұрын

    I was in a similar boat. The gamification of the learning process on data camp causes huge issues. But I still recommend them for two reasons : * It's still the only self taught platform I use * I realised the gamification problem is not unique to data camp But once you learn how to use the online resources effectively Datacamp becomes insanely useful. I will be making a video on that soon

  • @BreakinDaHabit

    @BreakinDaHabit

    4 ай бұрын

    @@datanash8200waiting for the video and thanks for your answer , its like they're spoon feeding you which can be useful but not for the real thing , Thanks mate

  • @redeux

    @redeux

    4 ай бұрын

    Datacamp really requires you to take what you're doing and applying it in a project. It's an ok resource as long as you have that understanding. But if you want an alternative to datacamp for learning python, i highly recommend cs50 python. It is a free course from Harvard. I think my comments usually get removed if i drop a link but do a search. They also have a cs50-sql course

  • @kimchytingz
    @kimchytingz4 ай бұрын

    I was thinking of doing coursera- is learning python from datacamp better?

  • @Ahmeddinn

    @Ahmeddinn

    4 ай бұрын

    I would instead use the Python Crash Course book by Eric Mathhes. It is far superior resource than either coursera or data camp

  • @datanash8200

    @datanash8200

    4 ай бұрын

    I can't speak for coursera/the book mentioned as I have not used either. I think DataCamp is okay though but if you have the time, research to see if something else catches your eye

  • @TanmayLandge1910
    @TanmayLandge19103 ай бұрын

    Where can I get the Roadmap/Blueprint shown at 2:44 ?

  • @datanash8200

    @datanash8200

    3 ай бұрын

    www.datanash.co.uk/learn

  • @TanmayLandge1910

    @TanmayLandge1910

    3 ай бұрын

    @@datanash8200 Thankyou !

  • @yyy-ml1yg
    @yyy-ml1yg2 ай бұрын

    can you tell me a standardized time to learn all of these skills as someone doesn't have any tech background like it's a year ?

  • @datanash8200

    @datanash8200

    2 ай бұрын

    6 months - 18 months depending on background, how quickly you learn and what level of job you want as an entry job

  • @shanara5524
    @shanara55244 ай бұрын

    Will you please do another Coffee with Nash?

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Hoping to do so for sure, I have an IG live today if you want to attend

  • @alamin.2327
    @alamin.232727 күн бұрын

    can i get that blueprint?

  • @gowine504
    @gowine50417 күн бұрын

    I was considering a career change to data analyst/science but after watching this video, I don't think my 2 brain cells can handle it. Best to leave it for smart people.

  • @BradleyAidanJohnson
    @BradleyAidanJohnson3 ай бұрын

    I’m 38 and have no degree. I’m starting this journey. Any advice on a roadmap without a degree? Should I get one first? After? Concurrently? Should I get one at all?

  • @datanash8200

    @datanash8200

    3 ай бұрын

    I would say the cheapest option : - go self taught and do everything mentioned in this video. A degree is definitely not a prerequisite Option 2 : - Get what is called a "conversion masters". Its a 1 year degree that teaches you all the fundamentals you need

  • @voyager7324
    @voyager73243 ай бұрын

    watched this video for the first time and I am confused. but it is really interesting. In this journey there will be pain in the ass for beginners I guess. Good luck everybody. 🤣

  • @puppireddydileep3312
    @puppireddydileep33124 ай бұрын

    Bro why don't you use camera light? When we are watching your videos they look like they are shooted in dark room. My suggestion is use camera light.

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Great suggestion, only problem is it causes a lot of reflection on my glasses! I'll try my contacts plus more light next time

  • @NilankarDeb
    @NilankarDeb3 ай бұрын

    Hey, Can you please share the bluepri t that you showed in the video please

  • @datanash8200

    @datanash8200

    3 ай бұрын

    datanash.com/learn

  • @NilankarDeb

    @NilankarDeb

    3 ай бұрын

    Sorry but the link does not work

  • @zelotuuu
    @zelotuuu4 ай бұрын

    Is Scikit-learn important for data science fresher?

  • @zelotuuu

    @zelotuuu

    4 ай бұрын

    I’ve done almost everything you tell except the project parts so after that all i need is a job now however i’m not that good in maths like i do know basics/concept but i very much doubt myself that i’m not ready yet (cause its so easy and i thought its gonna be more tougher than this) and i’m learning machine learning(sk-learn) now will be looking for jobs very soon

  • @datanash8200

    @datanash8200

    4 ай бұрын

    Scikit is great especially for the machine learning element. and as long as you have a good understanding of the maths fundamentals you'll be good

  • @readatononline
    @readatononlineАй бұрын

    So in all these where does jupyter come in? Btw, I have no idea what data science is. All i know is the word jupyter. Lol

  • @LatinoBusinessOwners
    @LatinoBusinessOwners2 ай бұрын

    data analyst on my way to data science, hopefully lol

  • @HASANOV188
    @HASANOV1882 ай бұрын

    can you tell me you Linkedln profile

  • @farisayidakwa7024
    @farisayidakwa70249 күн бұрын

    Logic Saba JID Chet Baker "the outkast" in music taste , make your own rules, nice

  • @amanmaskare
    @amanmaskare4 ай бұрын

    very helpful, i hope you will make more videos this year

  • @datanash8200

    @datanash8200

    4 ай бұрын

    I will try my best :)

  • @chikeziechukwuazi816
    @chikeziechukwuazi8164 ай бұрын

    This is awesome stuff! 🔥 Just what I needed as I’m just starting my journey in data science. Thanks man!

Келесі