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
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.
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!
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!
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.
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!
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🙏💯
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.
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.. 😄
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.
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 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?
@@datanash8200 I'm deciding to start learning these... But, I'm also confused to learn everything through UA-cam or take any paid courses? Can you please do a detailed video on this topic?
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,
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.
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
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.
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?
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
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
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?
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
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?
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
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.
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. 🤣
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💯💯
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
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!!
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.
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
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
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
having same project with the same industry has higher chance to get an interview
Bless your soul. This was a perfect roadmap. I will start following it !!
How’s it going?
Spot on, thanks for the great summary. Loving your energy + great communication. Subbed!
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.
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!
About to start a Data Science 🧪/data analyst bootcamp in the UK 🇬🇧 this week will be posting it all on my channel. 💪🏼💪🏼💪🏼
Let's goooo
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!
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.
I start school in Monday for data science! Thank you for posting this! Gives me a better idea for the future
How do you like it
💪🏼 Thank you from Maybach, currently residing in Tampa, FL, US!! I’m subscribed and get all notifications. Talk your $HIT 2024!! It’s up!!
2024 let's goooo 💪💪💪
gonna be busy year, thanks Nash. Btw, love the data science community idea.
Any time!
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!
I can feel your passion in data science while you explaining man, I feel excited to study this cause of it.
Let's gooo
The examples and order actually helped. ✌️
This is awesome stuff! 🔥
Just what I needed as I’m just starting my journey in data science.
Thanks man!
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🙏💯
Appreciate the longer video on this, and thanks for giving me some confirmation bias that I'm on the right track 😅
No worries!
Practical knowledge, thank you so much!
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.
What a great roadmap for the graduates and others out there eager to become a data scientist 🚀
Honestly,learned A lot. Thank you. I feel very informed now.
Some universities (e.g. Harvard w/ CS50P) provide free courses for programming. Best of both worlds (free & structured learning with projects)
Learnt alot, especially the CV part. Its important to structure it correctly and tweak according to response rate
Well structured roadmap I could not ask for more than this. Thanks
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.. 😄
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.
Lovely! I haven't heard of Gradio but definitely going to look into it now.
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..
Thanks man... I'm religiously following this roadmap.
Thanks for the great info, always insightful. Also, Love the Chet Baker in the background!
Really powerful, comprehensive and very helpful, thanks man
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.
I appreciate that! I know you'll do great!
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!
Try uni of liverpool. I have a non-stem background and they accepted me onto their conversion masters
Thank You Nash 😊
No problem, are you just getting into DS?
@@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?
@@datanash8200 I'm deciding to start learning these...
But, I'm also confused to learn everything through UA-cam or take any paid courses?
Can you please do a detailed video on this topic?
Thanks so much for this roadmap ❤
Very comprehensive! Thanks!
i just love how people study DS/ML for a trend but already give up because of the math/statistics
Thanks for everything bro ! You motivated me and helped me to progress in my career route. I can't thank you enough 😊
Happy to hear that!
Excellent route map. Thanks.
Awesome vid, very valuable! Small question, what is the app at 0:08?
Great info for a starter!
Looking forward to learning from you .
Excellent video. Thank you
AWESOME video, thank you for sharing!👈
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,
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.
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
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.
You'll make up that 20K degree cost pretty quickly since data science salaries are above average
what software is this 1:13 , so clean to look
what app do you use to make that awesome mindmap? please I really want to know
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.
Great suggestion, only problem is it causes a lot of reflection on my glasses! I'll try my contacts plus more light next time
Thank you very much, your videos are great an very accurate for the ones we are working to enter in this world. Mucha appreciated !
Glad you like them!
Best roadmap. Helped a lot.
Thanks for the great content.
What tool is this you visualize the roadmap with.
Obsidian!
Awesome video man!
Impressive, thank you
really insightfull thank yiu nash
This was a perfect roadmap. Can you put it available to download?
you explained early on about creating a CV but what would a CV without experience look like? What would you even put in it?
Bro, you’re a blessing sent by God the best!
is that obsidian canvas you used to demonstrate????????
Yessir, just started using Obsidian in general. I am in love
Hey Nash! Great Video Loved It. Expecting More Videos From You :)
Very soon!
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?
Great video! And: great records! love me some Chet Baker
which program/ app did you use to showcase mindmap like table??
Obsidian
what diagramming software are you using?
22:09 why did I hear "all in your arsehole" when he said *arsenal* probably lmaoooo 💀🤣💀
it helped me a lottttt!
thanks Nash
thank you so much you're the best for real
Hi, can I please ask you, which tool are you using to make the chart with topics to learn and drilldown further ?
Obsidian!
@@datanash8200 thank you
Great video. Which software did you use for the presentation? Very organized.
Thanks man, it's Obsidian (free)
Thanks A LOT MAN!
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
That is awesome!
love you dude, great vids
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
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
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?
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
Thx for the video
Very useful ❤
sick!!!! 💯💯💯
Thanks man
your video helped me so much.
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?
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
thank you soo much ❤❤❤
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.
the fact that I read your youtube username as "Data Nyash" 🤣🤣🤣🤣🤣 Fellow nigerians will understand
can olz share roadmap pdf to help in stepwise ?
thank you brother
No problem!
Hello Nash. What do you think about 365 Careers Data sciençe course ?
thank you evra
Thanks man even that i'm afaid about data sciencea
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. 🤣
Where can I get the Roadmap/Blueprint shown at 2:44 ?
www.datanash.co.uk/learn
@@datanash8200 Thankyou !
blueprint plz ?
gracias nash
data analyst on my way to data science, hopefully lol
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 ?
6 months - 18 months depending on background, how quickly you learn and what level of job you want as an entry job
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
can i get that blueprint?
Will you please do another Coffee with Nash?
Hoping to do so for sure, I have an IG live today if you want to attend
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?
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💯💯
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
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!!
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.
Hey, Can you please share the bluepri t that you showed in the video please
datanash.com/learn
Sorry but the link does not work
Is Scikit-learn important for data science fresher?
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
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
I was thinking of doing coursera- is learning python from datacamp better?
I would instead use the Python Crash Course book by Eric Mathhes. It is far superior resource than either coursera or data camp
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