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

This is the realistic route I would take with some bonus projects.
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[@datanash8200]

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

[@anthonyjackson3037]

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

[@chikeziechukwuazi816]

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

[@akylaiotkulbekkyzy5163]

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

[@tiagocosta9868]

Practical knowledge, thank you so much!

[@digitalboy4415]

The examples and order actually helped. ✌️

[@armankhalifehsoltani4223]

it helped me a lottttt! thanks Nash

[@ArunKumar-bp5lo]

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

[@abbiroad]

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!

[@MattT33L]

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

[@r0cketRacoon]

Share a little about my process i started to learn python 5 weeks ago, before that I had no experience coding, oh I knew SQL before (but is it considered a programming language?) First, I learned basics (list, tuple, set, dict, loops, file handling, exception, OOP, funcion...) for over 1 week. Then I progessed to 3 common libs for data science (numpy, pandas, matplotlib) for over 1 week. Then I moved on to ML using sklearn for nearly 2 weeks. And now I have been studying DL with keras and tensorflow, but just only NN for 1 week, about to learn CNN,RNN It's really a hustling journey when I've had to spent 3-4 hours per day to code. I still lack 'bout the concepts around ML,DL but I will improve later, and try to code models from scratch after DL course gets done

[@LuisReyes-mw3jo]

Thanks A LOT MAN!

[@panchobizzarro3925]

Very comprehensive! Thanks!

[@noziphomahlangu5125]

Really powerful, comprehensive and very helpful, thanks man

[@christopher6267]

love you dude, great vids

[@Ernest755]

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

[@fazchowdhury9830]

Excellent route map. Thanks.

[@indictmentpubg]

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.

[@MaybachManny]

💪🏼 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]

2024 let's goooo 💪💪💪

[@user-gh5zg8cl9o]

really insightfull thank yiu nash

[@ronaldoperales9197]

Thx for the video Very useful ❤

[@davidrevolorio3258]

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]

Glad you like them!

[@moabbas7639]

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

[@whoadog8725]

Excellent video. Thank you

[@MoisesDaniel-we9rq]

Awesome video man!

[@yyy-ml1yg]

thank you so much you're the best for real

[@Cosmicles]

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

[@zainkhan5494]

How do you like it

[@vee-ayo]

thank you soo much ❤❤❤

[@turgaygokhankelleci869]

Impressive, thank you

[@Shadowfish_]

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

[@tamhaye3114]

AWESOME video, thank you for sharing!👈

[@redeux]

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

[@datanash8200]

No worries!

[@greatmate3223]

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

[@datanash8200]

Any time!

[@camilobeltran3662]

sick!!!! 💯💯💯

[@datanash8200]

Thanks man

[@princendukwe1627]

gracias nash

[@yyy-ml1yg]

your video helped me so much.

[@kishoresayz2492]

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

[@datanash8200]

Very soon!

[@marleymomo9582]

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

[@datanash8200]

Let's gooo

[@pH7Programming]

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

[@emirhansaryar6071]

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

[@datanash8200]

Happy to hear that!

[@bin4ry_d3struct0r]

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]

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

[@ahsanmuhammadsalim9799]

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..

[@Yon-ld9pk]

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

[@Kavya-ll6kn]

Thank You Nash 😊

[@datanash8200]

No problem, are you just getting into DS?

[@Kavya-ll6kn]

@@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]

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

[@zoby1996]

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!

[@ivoryontrack]

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]

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

[@SarahMayArch]

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]

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

[@KNLE_]

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?

[@pH7Programming]

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.. 😄

[@kanavchauhan001]

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

[@user-yu7zy7jl4u]

thank you brother

[@datanash8200]

No problem!

[@datanash8200]

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

[@spilledit]

Yeah right

[@user-fy5le6ls2b]

thank you evra

[@kimchytingz]

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]

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

[@marioguy23]

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

[@Cantblendthis]

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

[@ambrose9968]

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.

[@ayoubchaabi6649]

Thanks man even that i'm afaid about data sciencea

[@Trying_trying]

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

[@datanash8200]

Let's goooo

[@insiderclass]

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

[@user-tg1ti1dm2r]

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]

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]

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

[@auliyanto]

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

[@anosikelight3084]

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

[@Language-sr9sj]

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

[@datanash8200]

Thanks man, it's Obsidian (free)

[@user-cc6jc7pn1k]

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]

That is awesome!

[@passportbro904]

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]

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

[@voyager7324]

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. 🤣

[@gowine504]

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.

[@alamin.2327]

can i get that blueprint?

[@LatinoBusinessOwners]

data analyst on my way to data science, hopefully lol

[@oluwaseunakinade8481]

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]

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

[@shanara5524]

Will you please do another Coffee with Nash?

[@datanash8200]

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

[@15.azamsiddiqui54]

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

[@datanash8200]

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

[@sahanaMD-fd7sg]

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

[@datanash8200]

Obsidian!

[@sahanaMD-fd7sg]

@@datanash8200 thank you

[@yyy-ml1yg]

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]

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

[@BreakinDaHabit]

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]

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]

@@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]

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]

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

[@Ahmeddinn]

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

[@datanash8200]

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]

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

[@datanash8200]

www.datanash.co.uk/learn

[@TanmayLandge1910]

@@datanash8200 Thankyou !

[@adammontgomery7980]

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.

[@NilankarDeb]

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

[@datanash8200]

datanash.com/learn

[@NilankarDeb]

Sorry but the link does not work

[@BradleyAidanJohnson]

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]

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

[@readatononline]

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

[@farisayidakwa7024]

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

[@puppireddydileep3312]

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]

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

[@zelotuuu]

Is Scikit-learn important for data science fresher?

[@zelotuuu]

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]

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

[@HASANOV188]

can you tell me you Linkedln profile

[@amanmaskare]

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

[@datanash8200]

I will try my best :)

[@chikeziechukwuazi816]

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