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.
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!
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!
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!
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.
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.
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🙏💯
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!
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 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 TH-cam or take any paid courses? Can you please do a detailed video on this topic?
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
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,
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
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?
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.
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
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 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
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 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
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.
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?
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
@@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
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
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
having same project with the same industry has higher chance to get an interview
Spot on, thanks for the great summary. Loving your energy + great communication. Subbed!
Bless your soul. This was a perfect roadmap. I will start following it !!
How’s it going?
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.
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!
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!
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!
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
I can feel your passion in data science while you explaining man, I feel excited to study this cause of it.
Let's gooo
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
gonna be busy year, thanks Nash. Btw, love the data science community idea.
Any time!
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.
💪🏼 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 💪💪💪
Some universities (e.g. Harvard w/ CS50P) provide free courses for programming. Best of both worlds (free & structured learning with projects)
The examples and order actually helped. ✌️
Appreciate the longer video on this, and thanks for giving me some confirmation bias that I'm on the right track 😅
No worries!
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.
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🙏💯
This is awesome stuff! 🔥
Just what I needed as I’m just starting my journey in data science.
Thanks man!
Practical knowledge, thank you so much!
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.. 😄
What a great roadmap for the graduates and others out there eager to become a data scientist 🚀
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
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.
Honestly,learned A lot. Thank you. I feel very informed now.
Thanks for the great info, always insightful. Also, Love the Chet Baker in the background!
Learnt alot, especially the CV part. Its important to structure it correctly and tweak according to response rate
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..
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
Well structured roadmap I could not ask for more than this. Thanks
Thanks man... I'm religiously following this roadmap.
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 TH-cam or take any paid courses?
Can you please do a detailed video on this topic?
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
you explained early on about creating a CV but what would a CV without experience look like? What would you even put in it?
Really powerful, comprehensive and very helpful, thanks man
i just love how people study DS/ML for a trend but already give up because of the math/statistics
Thanks so much for this roadmap ❤
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
what software is this 1:13 , so clean to look
Excellent route map. Thanks.
Awesome vid, very valuable! Small question, what is the app at 0:08?
Very comprehensive! Thanks!
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,
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!
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!
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
AWESOME video, thank you for sharing!👈
what app do you use to make that awesome mindmap? please I really want to know
Excellent video. Thank you
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?
This was a perfect roadmap. Can you put it available to download?
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
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.
22:09 why did I hear "all in your arsehole" when he said *arsenal* probably lmaoooo 💀🤣💀
Bro, you’re a blessing sent by God the best!
what diagramming software are you using?
Thanks for the great content.
What tool is this you visualize the roadmap with.
Obsidian!
Impressive, thank you
which program/ app did you use to showcase mindmap like table??
Obsidian
thank you so much you're the best for real
Great info for a starter!
Looking forward to learning from you .
Hey Nash! Great Video Loved It. Expecting More Videos From You :)
Very soon!
it helped me a lottttt!
thanks Nash
really insightfull thank yiu nash
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
Awesome video man!
love you dude, great vids
Best roadmap. Helped a lot.
Great video! And: great records! love me some Chet Baker
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!
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
Great video. Which software did you use for the presentation? Very organized.
Thanks man, it's Obsidian (free)
is that obsidian canvas you used to demonstrate????????
Yessir, just started using Obsidian in general. I am in love
Thanks A LOT MAN!
Thx for the video
Very useful ❤
can olz share roadmap pdf to help in stepwise ?
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
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. 🤣
sick!!!! 💯💯💯
Thanks man
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
your video helped me so much.
thank you soo much ❤❤❤
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
blueprint plz ?
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.
Where can I get the Roadmap/Blueprint shown at 2:44 ?
www.datanash.co.uk/learn
@@datanash8200 Thankyou !
Hello Nash. What do you think about 365 Careers Data sciençe course ?
Datacamp is not free😢
gracias nash
the fact that I read your youtube username as "Data Nyash" 🤣🤣🤣🤣🤣 Fellow nigerians will understand
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
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?
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
@@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
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
data analyst on my way to data science, hopefully lol
Thanks man even that i'm afaid about data sciencea
thank you brother
No problem!
can i get that blueprint?
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
thank you evra