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

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Data Nash

Data Nash

Күн бұрын

Пікірлер: 172
@anthonyjackson3037
@anthonyjackson3037 9 ай бұрын
Spot on, thanks for the great summary. Loving your energy + great communication. Subbed!
@akylaiotkulbekkyzy5163
@akylaiotkulbekkyzy5163 10 ай бұрын
Bless your soul. This was a perfect roadmap. I will start following it !!
@jamesonkarmell4113
@jamesonkarmell4113 5 ай бұрын
How’s it going?
@ArunKumar-bp5lo
@ArunKumar-bp5lo Жыл бұрын
having same project with the same industry has higher chance to get an interview
@abbiroad
@abbiroad 11 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!
@greatmate3223
@greatmate3223 Жыл бұрын
gonna be busy year, thanks Nash. Btw, love the data science community idea.
@datanash8200
@datanash8200 Жыл бұрын
Any time!
@marleymomo9582
@marleymomo9582 Жыл бұрын
I can feel your passion in data science while you explaining man, I feel excited to study this cause of it.
@datanash8200
@datanash8200 Жыл бұрын
Let's gooo
@Cosmicles
@Cosmicles Жыл бұрын
I start school in Monday for data science! Thank you for posting this! Gives me a better idea for the future
@zainkhan5494
@zainkhan5494 9 ай бұрын
How do you like it
@Shadowfish_
@Shadowfish_ 10 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
@adammontgomery7980
@adammontgomery7980 9 ай 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.
@redeux
@redeux Жыл бұрын
Appreciate the longer video on this, and thanks for giving me some confirmation bias that I'm on the right track 😅
@datanash8200
@datanash8200 Жыл бұрын
No worries!
@digitalboy4415
@digitalboy4415 Жыл бұрын
The examples and order actually helped. ✌️
@MaybachManny
@MaybachManny Жыл 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 Жыл бұрын
2024 let's goooo 💪💪💪
@Trying_trying
@Trying_trying Жыл 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 Жыл бұрын
Let's goooo
@Edriclugard
@Edriclugard 2 ай бұрын
Nash❤ Your genuine approach and clear explanations have really resonated with me. I've searched through countless videos, but yours stand out as the most helpful and inspiring.
@chikeziechukwuazi816
@chikeziechukwuazi816 Жыл бұрын
This is awesome stuff! 🔥 Just what I needed as I’m just starting my journey in data science. Thanks man!
@zoby1996
@zoby1996 9 ай 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!
@YunishShinra
@YunishShinra 3 ай бұрын
One the BEST videos about a DS roadmap!! Omg! I have not only subscribed, liked, and saved this video.... I also decided to focus on DS instead of SWE. Thank you soooo much!
@ivoryontrack
@ivoryontrack Жыл 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 Жыл бұрын
I appreciate that! I know you'll do great!
@SarahMayArch
@SarahMayArch Жыл 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 Жыл бұрын
Try uni of liverpool. I have a non-stem background and they accepted me onto their conversion masters
@wonder_wardrobe
@wonder_wardrobe Жыл бұрын
Thank You Nash 😊
@datanash8200
@datanash8200 Жыл бұрын
No problem, are you just getting into DS?
@wonder_wardrobe
@wonder_wardrobe Жыл 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?
@wonder_wardrobe
@wonder_wardrobe Жыл бұрын
@@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?
@ytrades3449
@ytrades3449 6 ай бұрын
Damn bro, this is incredibly inspiring to get started, I've been procrastinating going through with actually starting on data science, considering I'm doing a whole career switch, starting from scratch, I do believe this is the best blueprint yet. Straight forward, step by step, as well as giving me reason to stay motivated and not get overwhelmed by all the "spread" information out there, I've been pushing myself just by watching day-in-the-life videos and researching wether data science is for me. Thanks for the efforts you share🙏💯
@tiagocosta9868
@tiagocosta9868 Жыл бұрын
Practical knowledge, thank you so much!
@the13thTone
@the13thTone 9 ай бұрын
Thanks for the great info, always insightful. Also, Love the Chet Baker in the background!
@dm_nechaev
@dm_nechaev 10 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.
@Ernest755
@Ernest755 8 ай бұрын
Learnt alot, especially the CV part. Its important to structure it correctly and tweak according to response rate
@pH7Programming
@pH7Programming 9 ай бұрын
What a great roadmap for the graduates and others out there eager to become a data scientist 🚀
@moabbas7639
@moabbas7639 10 ай бұрын
Well structured roadmap I could not ask for more than this. Thanks
@kimbapslayer1995
@kimbapslayer1995 6 ай бұрын
Honestly,learned A lot. Thank you. I feel very informed now.
@bin4ry_d3struct0r
@bin4ry_d3struct0r Жыл 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 Жыл бұрын
Lovely! I haven't heard of Gradio but definitely going to look into it now.
@noziphomahlangu5125
@noziphomahlangu5125 10 ай бұрын
Really powerful, comprehensive and very helpful, thanks man
@emirhansariyar
@emirhansariyar 10 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 10 ай бұрын
Happy to hear that!
@pH7Programming
@pH7Programming 9 ай 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.. 😄
@Featherlicht
@Featherlicht 6 ай бұрын
Thanks so much for this roadmap ❤
@ahsanmuhammadsalim9799
@ahsanmuhammadsalim9799 9 ай 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..
@MoisesDaniel-we9rq
@MoisesDaniel-we9rq 11 ай бұрын
Awesome video man!
@davidrevolorio3258
@davidrevolorio3258 Жыл 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 Жыл бұрын
Glad you like them!
@marioguy23
@marioguy23 Жыл бұрын
Some universities (e.g. Harvard w/ CS50P) provide free courses for programming. Best of both worlds (free & structured learning with projects)
@passportbro904
@passportbro904 Жыл 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 11 ай бұрын
You'll make up that 20K degree cost pretty quickly since data science salaries are above average
@Aaronyerus
@Aaronyerus 6 ай бұрын
Great info for a starter!
@Aaronyerus
@Aaronyerus 6 ай бұрын
Looking forward to learning from you .
@panchobizzarro3925
@panchobizzarro3925 11 ай бұрын
Very comprehensive! Thanks!
@puppireddydileep3312
@puppireddydileep3312 Жыл 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 Жыл 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
@fazchowdhury9830
@fazchowdhury9830 9 ай бұрын
Excellent route map. Thanks.
@Cantblendthis
@Cantblendthis 10 ай бұрын
Awesome vid, very valuable! Small question, what is the app at 0:08?
@armankhalifehsoltani4223
@armankhalifehsoltani4223 Жыл бұрын
it helped me a lottttt! thanks Nash
@esteban-alvino
@esteban-alvino 7 ай бұрын
Thank you so much sir, Im trying to focus on one thing at a time, so your video is very useful for me. My background mainly is database and jenkins CI,
@christopher6267
@christopher6267 10 ай бұрын
love you dude, great vids
@camilobeltran3662
@camilobeltran3662 Жыл бұрын
sick!!!! 💯💯💯
@datanash8200
@datanash8200 Жыл бұрын
Thanks man
@EmmanuelOpolot-r4u
@EmmanuelOpolot-r4u 8 ай бұрын
Best roadmap. Helped a lot.
@kishoresayz2492
@kishoresayz2492 Жыл бұрын
Hey Nash! Great Video Loved It. Expecting More Videos From You :)
@datanash8200
@datanash8200 Жыл бұрын
Very soon!
@farisayidakwa7024
@farisayidakwa7024 8 ай бұрын
you explained early on about creating a CV but what would a CV without experience look like? What would you even put in it?
@hoebeejay9499
@hoebeejay9499 5 ай бұрын
Thanks for all you do, please can you share links to where a beginner can learn Python/SQL, I have my first degree in mathematics or better still recommend a bootcamp
@whoadog8725
@whoadog8725 Жыл бұрын
Excellent video. Thank you
@JaejinLop
@JaejinLop 10 ай бұрын
damn brother... you have no clue how helpful this is to me... I'm trying a major career change after 5 years at a startup(founding member, about to exit, and i'm leaving / wanna try diff thing that's intellectually challenging), and even considering joining a master's program. I'm determined that I'm gonna see through this DS journey, but major concern is that it will be extremely hard for me to prove my competence to future admission/employer when self-studying. Do you have any recommendation as to how I should start learning programming and Math so that I prove myself later? Is there maybe an industry-respected online course or certificate that I can mark on my CV? Again, huge thanks for the phenomenal video. A silver lining for me, really.
@estridib
@estridib 11 ай бұрын
really insightfull thank yiu nash
@TriviaQuizGame-j9t
@TriviaQuizGame-j9t 4 ай бұрын
what app do you use to make that awesome mindmap? please I really want to know
@tamhaye3114
@tamhaye3114 9 ай бұрын
AWESOME video, thank you for sharing!👈
@ronaldoperales9197
@ronaldoperales9197 Жыл бұрын
Thx for the video Very useful ❤
@FlorianLeßmann-c8n
@FlorianLeßmann-c8n 8 ай бұрын
Thanks for the great content. What tool is this you visualize the roadmap with.
@datanash8200
@datanash8200 8 ай бұрын
Obsidian!
@kimchytingz
@kimchytingz Жыл 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 Жыл 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
@LuisReyes-mw3jo
@LuisReyes-mw3jo Жыл бұрын
Thanks A LOT MAN!
@sahanaMD-fd7sg
@sahanaMD-fd7sg Жыл 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 Жыл бұрын
Obsidian!
@sahanaMD-fd7sg
@sahanaMD-fd7sg Жыл бұрын
@@datanash8200 thank you
@KNLE_
@KNLE_ 9 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?
@yyy-ml1yg
@yyy-ml1yg 11 ай бұрын
thank you so much you're the best for real
@medium-amit
@medium-amit 8 ай бұрын
Thanks man... I'm religiously following this roadmap.
@Yon-ld9pk
@Yon-ld9pk 11 ай бұрын
Great video! And: great records! love me some Chet Baker
@insiderclass
@insiderclass 9 ай бұрын
This was a perfect roadmap. Can you put it available to download?
@oliverkl29001
@oliverkl29001 9 ай бұрын
Impressive, thank you
@stealthdark4281
@stealthdark4281 6 ай бұрын
Bro, you’re a blessing sent by God the best!
@TanmayLandge1910
@TanmayLandge1910 11 ай бұрын
Where can I get the Roadmap/Blueprint shown at 2:44 ?
@datanash8200
@datanash8200 11 ай бұрын
www.datanash.co.uk/learn
@TanmayLandge1910
@TanmayLandge1910 11 ай бұрын
@@datanash8200 Thankyou !
@AzaréMercer
@AzaréMercer Жыл 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 Жыл бұрын
That is awesome!
@AzaréMercer
@AzaréMercer Ай бұрын
Going into my capstone, still got a 4.0 GPA. Hopefully finish strong.
@ambrose9968
@ambrose9968 Жыл 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.
@nerd69-e9y
@nerd69-e9y Жыл 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 Жыл 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 Жыл 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
@Language-sr9sj
@Language-sr9sj Жыл бұрын
Great video. Which software did you use for the presentation? Very organized.
@datanash8200
@datanash8200 Жыл бұрын
Thanks man, it's Obsidian (free)
@vee-ayo
@vee-ayo Жыл бұрын
thank you soo much ❤❤❤
@tobiasdonbosco2691
@tobiasdonbosco2691 7 ай бұрын
i just love how people study DS/ML for a trend but already give up because of the math/statistics
@nickhill1476
@nickhill1476 8 күн бұрын
Video on how to learn in an online program?
@yyy-ml1yg
@yyy-ml1yg 11 ай бұрын
your video helped me so much.
@BradleyAidanJohnson
@BradleyAidanJohnson 11 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 11 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
@KidusMamo-v1r
@KidusMamo-v1r Жыл бұрын
thank you brother
@datanash8200
@datanash8200 Жыл бұрын
No problem!
@15.azamsiddiqui54
@15.azamsiddiqui54 Жыл бұрын
is that obsidian canvas you used to demonstrate????????
@datanash8200
@datanash8200 Жыл бұрын
Yessir, just started using Obsidian in general. I am in love
@wellz2000
@wellz2000 6 ай бұрын
the fact that I read your youtube username as "Data Nyash" 🤣🤣🤣🤣🤣 Fellow nigerians will understand
@sihd225
@sihd225 Ай бұрын
lmao i get it nyash = poom poom
@oluwaseunakinade8481
@oluwaseunakinade8481 Жыл 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 Жыл 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
@auliyanto
@auliyanto 10 ай бұрын
what software is this 1:13 , so clean to look
@ghanshyamsingh3653
@ghanshyamsingh3653 5 ай бұрын
22:09 why did I hear "all in your arsehole" when he said *arsenal* probably lmaoooo 💀🤣💀
@secondchance598
@secondchance598 5 ай бұрын
what diagramming software are you using?
@yyy-ml1yg
@yyy-ml1yg 11 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 11 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
@shanara5524 Жыл бұрын
Will you please do another Coffee with Nash?
@datanash8200
@datanash8200 Жыл бұрын
Hoping to do so for sure, I have an IG live today if you want to attend
@amanmaskare
@amanmaskare Жыл бұрын
very helpful, i hope you will make more videos this year
@datanash8200
@datanash8200 Жыл бұрын
I will try my best :)
@yanishshrestha8331
@yanishshrestha8331 6 ай бұрын
Hey man, love the content. Can u plz suggest me which degree is best to choose between Bachelor's in Computer Science and Bachelor's in Data Science to become a Data Scientist? I'm very confused which one to choose. Plz HELP!!
@phuongbui4345
@phuongbui4345 4 ай бұрын
As a CS student with a track in DS, I guess I have some experience to share with you. A CS degree will give you the fundamentals of domains across the CS field, you will not actually specialize in any specific domain within CS, because CS is a big field. You will learn fundamentals of maths, computer architecture, OS, OOP, DSA, DB, etc, and some basics of AI, ML, NLP, CV, Security, Software, Embedded Systems, etc. CS is a very general degree. Data Science is a multidisciplinary field, it's not exactly a subfield of CS, but a large portion of DS is within CS. My advice is if you ain't so sure about what you wanna do in the future, whether it's AI, Security, or Software Engineering. Then you should go to a CS degree to get a general idea and basics of different domains of CS. If you wanna exclusively work with data, modeling, or using data to solve bz problems, then you should to a DS degree.
@voyager7324
@voyager7324 Жыл 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. 🤣
@BreakinDaHabit
@BreakinDaHabit Жыл 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 Жыл 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 Жыл 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 Жыл 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
@anosikelight3084
@anosikelight3084 10 ай бұрын
Hello Nash. What do you think about 365 Careers Data sciençe course ?
@SmilingColourfulShirt-lk3zz
@SmilingColourfulShirt-lk3zz 4 ай бұрын
can olz share roadmap pdf to help in stepwise ?
@ayoubchaabi6649
@ayoubchaabi6649 11 ай бұрын
Thanks man even that i'm afaid about data sciencea
@kimchytingz
@kimchytingz Жыл бұрын
I was thinking of doing coursera- is learning python from datacamp better?
@Ahmeddinn
@Ahmeddinn Жыл 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 Жыл 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
@NilankarDeb
@NilankarDeb 11 ай бұрын
Hey, Can you please share the bluepri t that you showed in the video please
@datanash8200
@datanash8200 11 ай бұрын
datanash.com/learn
@NilankarDeb
@NilankarDeb 11 ай бұрын
Sorry but the link does not work
@princendukwe1627
@princendukwe1627 9 ай бұрын
gracias nash
@violinrookie_
@violinrookie_ 9 ай 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
@JeidDoromal
@JeidDoromal Ай бұрын
with all due respect sir, but you look and sound similar to Samuel L. Jackson which im a fan also
@LatinoBusinessOwners
@LatinoBusinessOwners 10 ай бұрын
data analyst on my way to data science, hopefully lol
@군하-l2y
@군하-l2y 10 ай бұрын
thank you evra
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