be careful. It feels like it's a bit trivializing the topic. Of course, it correctly says "beginner" roadmap. But skills mentioned are far from what you need to be an employable data scientist.
Thanks so much Nash for this clear and inspiring presentation. As someone that just transitioned into tech I love the way you made this presentation. Not intimidating but so inspiring. Thanks so much.
Just fyi for anyone looking to work in the public sector in the UK, python is used by some but R is much more common among analysts and a lot easier to run on locked down tech
You're bang on with the Chat GPT thing, next to worthless to ask it to do things for you without asking it for an explanation, coincidentally literally 10 mins ago I asked it this question... "I'm struggling to understand using pipelines. please can you give me a few examples of how and when to implement them along with explaining why?" that is, in my opinion, how you use Chat GPT effectively.
Loved how you explained everything while feeling we’re just having a conversation. This might be underrated but this is the first video on intro to DS which is not boring at all.
Thank you so much for enlightening me brother. This is exactly what I am trying to know to break into data science field from different background. You rock!
Everything about this video is right. I learned SAS via school as a trained Biostatistician. I learned R on my own and applied it to school work and life fun projects (creating visuals for personal budgeting etc.) Then I learned Python, but don't use it as much in my everyday job. Would love more projects with it, but I've made myself INVALUABLE to my team as an Epidemiologist and Data Scientist being a subject matter expert and building systems, communicating with our Data Management team and other scientists to meet all stakeholder needs. Maybe I would be farther along had I learned Python first, but once you understand how programming works (and aren't hamstrung by other limitations, for example appealing to traditional ways of doing things...) its a breeze. Requires a lot of adjusting your way of thinking, but very much rewarding being a problem solver and critical thinker rather than crunching numbers all day.
Nice Video and god advice. Why is that most people who say they are data scientists are actually either one of the following roles: A data analyst , A data engineer , A machine learning engineer with data analyst being an entry level role which can lead to the other two roles. I personally think the term Data Scientist is a bit vague due to the different environments data workers operate in.
Literally have my first full on Data Science interview in 2 days… losing my ‘ish!!!! This video was super helpful… needed direction and tips, seriously 😳
As a biochemist i ended up looking for some statistical analysis on R and the more i went into the rabbit hole the more i wanted to know, and this video made me realize what i want to do to grow professionally now. Thank you a lot you rock
Thank you so much Nash for how clear and inspiring presentation. I'm the 3rd year in Taiwan's university. Feeling panic but dreaming for study master degree in US. Really appreciate
I love you 😘 . I skipped on this video before but came back and realized it was all I’ve been looking for. U held my hands and walk me through honestly! Thank you 🙏
Thanks bruh!!! This is exactly what I needed to help me gain insight into data science. You the best among the rest I've seen on here. Hoping to see more from you to enable me build a carrier around tech🙏
I just have a year to have a career or losing the woman I love, I know it's corny but she is everything to me. Here in Indonesia, became a programmer is hot one, but I haven't decide whether I choose Full Stack Developer or Data Science. Thank you for giving me a good explanation, have a good day 😉
I’m a nuclear electronics technician in the navy. Assuming I get out in 3 years, I’ve been very interested in getting into data analytics, but I’m somewhat afraid that I won’t even be able to find a job😅 they always tell us that as nukes, ANYONE will want us, but part of me feels like that it won’t be that simple. Another part of me is afraid that as soon as I’m out, AI will have taken everything data-related by storm, and I will have learned all these skills for nothing. Anyone have any advice?
Thank you for the clarification 🙏🏻i was afraid before starting my second master in Data Science at university of bologna after an academic background in economics and finance also without any experience in coding and programming 🫣but it’s sound like a challenge for me and I’m sure that i will be a future data scientist 🙌🏼
Thanks Nash, Good presentation . it is true research is the best thing to do before jumping into conclusion .. The guide on your presenatation it is powerfull..
Thanks a lot Nash seeing this video today has saved me from a lot of deep thinking on why i picked this part at first the content was really helpful and i hope to get mentorship from you too maybe in the future but i will definitely stick around your contents 😉😉😉😉😉😉. would appreciate a mentorship still!
I am a Tableau Developer and I feel like AI will take over the market and in the next couple of years visualisation could get automated. I believe relying on one skill would not be good enough. So, I wanted to study something else which could take advantage of the skills I already have which is dashboard building skills and Data Science could complement that. However, with wife and kids I do not have the option to study (university) or even take part in boot camps (as they are very expensive). I feel my options are limited where I want to learn with limited resources and also time. Half the time i busy working and the other half taking care of kids.
I am in accounting and have my CPA but I want to understand and learn everything about Data because that's going to impact our profession same with AI and other tech advances.
OK... So i turned 40, working as a concierge for a hotel and want to get into tech. I'm worried because of my age not many companies would take an old guy like me for a entry level position. Am i just being silly? am i too old to get into the field or no?
Don't let people fool you, age bias discrimination is more real now than ever. You are not too old to learn a new skill. Training programs will gladly take your money regardless of your age but when it is time to get hired it will be a challenge. Those hiring are younger they will use the excuse that they are looking for synergy or a certain type of corporate culture. Look to see if you have any type of personal contacts within the industry. It will improve your search. Good luck
Im an economics students 3rd year and thinking about doing masters in this field. My goal for this year is to learn all the things i need to learn about this field and hit 10k subs on RUclips lets see how it will work out for me. Thanks for the video.
@@datanash8200 For quants building models and working with data python can do a lot however it takes a lot more code to do the same tasks as SAS. Often the results are close to correct but being open source there is no guarantee that it is actually correct. Packages are available for many things however there are many packages missing or not built very well. But again what do you expect when it is free? It does shine in doing machine learning in comparison to SAS. I do wish SAS would add a lot of the ML models to SAS EG. As a manager it also takes a lot more training on how to do statistical model development as the output in python is very limited. Again, it takes a lot more code and expertise to get the tables, tests, and results one
Shout out Bruv!!! This video gave me a good idea of how to progress into the field as an undergrad in Bsc Maths Stats, subscribed 💯 Also, wanted to ask your take on whether to learn Pytorch or Tensorflow?
Thank you for this. May I ask, how difficult do you think it is to get into a data science/data analytics masters with an undergraduate degree in psychology? I'm expected to get a 2:1 in psychology, which has quite a bit of statistics and research methods. Do you think its even worth trying? Or maybe I should look into doing a data science or programing bootcamp before applying? What are your thoughts? Thank you again!
I'm 23 y.o student. I learn Python and want to be Dackend developer. Now in my country hardly ever find job junior python dev. And i think maybe i should learn data science? But this takes years.
Hey there Nash. My plan to become a data scientist goes on like this and feel free to correct my decision if you think its not effective. I am from India and to work on Middle East as a data scientist because of my family backgrouns etc and i found lot of companies there offering good amount to data scientist. So my plan is first to get a Bachelors on Computer Science, then Masters on Data science and then go for the interview.
My biggest issue is I'm applying for entry position yet they are asking for intermediate level experience in entry. Another issue is the number of scam job post.
Has anyone here experienced a career transition, such as moving from an entry to mid-level management role to entering the field of data science at an entry level or similar?
Thank you for this video. I enrolled in a Data Science program. I have no tech experience. Would you recommend that someone be a Data Analyst first before becoming a Data Scientist?
![Twenty One Pilots - “The Line” (from Arcane Season 2) [Official Music Video]](http://i.ytimg.com/vi/E2Rj2gQAyPA/mqdefault.jpg)
This has to be the most helpful beginner roadmap for Data Science I have ever watched. Thanks Nash!
Great to hear!
be careful. It feels like it's a bit trivializing the topic. Of course, it correctly says "beginner" roadmap. But skills mentioned are far from what you need to be an employable data scientist.
@tomashorych394 Always happy to learn more,is there anything else I should have mentioned so that if i make an updated video I can address that?
Thanks so much Nash for this clear and inspiring presentation. As someone that just transitioned into tech I love the way you made this presentation. Not intimidating but so inspiring. Thanks so much.
My pleasure!
Darling..lets go..at the same age same stage...there are many opportunities out there
you sound so honest and reliable
Just fyi for anyone looking to work in the public sector in the UK, python is used by some but R is much more common among analysts and a lot easier to run on locked down tech
Oh nice I didn't know, thanks for the heads up!
Why is your voice so wonderful and pleasant to listen to?
Thank you!!
Very true. Exactly what I wanted to type. 😅
You're bang on with the Chat GPT thing, next to worthless to ask it to do things for you without asking it for an explanation, coincidentally literally 10 mins ago I asked it this question...
"I'm struggling to understand using pipelines. please can you give me a few examples of how and when to implement them along with explaining why?"
that is, in my opinion, how you use Chat GPT effectively.
100%
Nash has got a very personal, down to earth and unique style. Oh, I'm subscribed alright!
Loved how you explained everything while feeling we’re just having a conversation. This might be underrated but this is the first video on intro to DS which is not boring at all.
Finally I got the right person to follow.
Thank you for the great content.
Thank you so much for enlightening me brother.
This is exactly what I am trying to know to break into data science field from different background.
You rock!
Glad it was helpful! 2023 is your year!
Jeez! You have a really great voice. It kind of made it easy for me to understand everything you said.
I just started a data science masters program last week. I will be following your channel closely along the way
Can do my masters in data science with my data analyst degree
@@frederickappiah7888 you can. I got accepted with a finance bachelors
Thank you
@@ghettoghost2657where do you study? I m also from finance.. but some ms ask for a tech background
Everything about this video is right. I learned SAS via school as a trained Biostatistician. I learned R on my own and applied it to school work and life fun projects (creating visuals for personal budgeting etc.) Then I learned Python, but don't use it as much in my everyday job. Would love more projects with it, but I've made myself INVALUABLE to my team as an Epidemiologist and Data Scientist being a subject matter expert and building systems, communicating with our Data Management team and other scientists to meet all stakeholder needs. Maybe I would be farther along had I learned Python first, but once you understand how programming works (and aren't hamstrung by other limitations, for example appealing to traditional ways of doing things...) its a breeze.
Requires a lot of adjusting your way of thinking, but very much rewarding being a problem solver and critical thinker rather than crunching numbers all day.
Nice Video and god advice. Why is that most people who say they are data scientists are actually either one of the following roles: A data analyst , A data engineer , A machine learning engineer with data analyst being an entry level role which can lead to the other two roles. I personally think the term Data Scientist is a bit vague due to the different environments data workers operate in.
Literally have my first full on Data Science interview in 2 days… losing my ‘ish!!!! This video was super helpful… needed direction and tips, seriously 😳
How was it
I am a newbie here but getting a road map here of what to do and what not to do in data science is really helpful ...... thanks mate😄
No problem!
As a biochemist i ended up looking for some statistical analysis on R and the more i went into the rabbit hole the more i wanted to know, and this video made me realize what i want to do to grow professionally now. Thank you a lot you rock
Glad it helped!!
I would start by mastering the basics of statistics and programming, then explore machine learning algorithms and data visualization techniques.
You pulled through with this one. Much appreciated dawg.
Thank you so much Nash for how clear and inspiring presentation. I'm the 3rd year in Taiwan's university. Feeling panic but dreaming for study master degree in US. Really appreciate
Well here's a smart guy right here, excellent road map, many thanks bro👌
Thank you for the advice! Being someone that is interested in a career change, this has been helpful!
You explained the roadmap in the most concise manner. Thanks so much Nash
If you want a PDF version of the template you can get it here (free ofc) www.datanash.co.uk/
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E😅😮😅😅😅s
Can't open the site
I love you 😘 . I skipped on this video before but came back and realized it was all I’ve been looking for. U held my hands and walk me through honestly! Thank you 🙏
How are you feeling about 2023?
I feel like it's definitely going to be my year
@@mrmaples3131 Love that!!
Really good! Let's crush it 💪🏻
Bricking it! Got my first exams of my MSc this week! After that positive vibes for the rest of the year! Happy new year!
I’m glad i found this video. Would you be able to teach math? (Potential future video idea)
I do programming but I would like to learn more about data concepts and make algorithms there are great!
Tx u so Nash that was amazing,very very clear.I just started on this field and the path u laid makes sense and doable. Tx
i would like to be honest, i'm ALL the things that you are talking about. just thanks. you are amazing!
Thank you so much, I’ve subscribed and I’m already learning data science on Coursera and this was so helpful
God bless you brother. Came just at the right time
Thank you so much Nash..I feel pumped🔥
I’m utterly convinced God led me here💪🏾
Thank you so much, uuuugh been feeling really late but also wanting to be very thorough in my learning.
You got this!
I see a man who is happy with what he is doing in his life. Happy for you brother ❤
Thanks bruh!!! This is exactly what I needed to help me gain insight into data science. You the best among the rest I've seen on here.
Hoping to see more from you to enable me build a carrier around tech🙏
I hate people to go to one science field and think that they can make it in 6 months, it takes years to learn this. It takes time ! IT TAKES TIME
We just want to become confident as soon as possible, not just study 6 months and stop 🤦🏻♀️
Hi nash, keep them coming !!!!
Love from portugal 🇵🇹🇵🇹🇵🇹👍🙏
Thank you! Will do!
Thank you so much for the video! Now I feel even more motivated :D
Great video. I'd like to add something you might have missed or you might meant it in another way(under the umbrella of Maths), which is Statistics.
Always wanted a mentor and I think I found one ! Thanks for this video.
Thanks man! New subscriber from India!
Finding ur videos to be really helpful.
Thank you so much brother...
nice video! no bs, good explanations, didn't waste my time. ♥️
I just have a year to have a career or losing the woman I love, I know it's corny but she is everything to me.
Here in Indonesia, became a programmer is hot one, but I haven't decide whether I choose Full Stack Developer or Data Science.
Thank you for giving me a good explanation, have a good day 😉
I was really confused about data science but your video really made me understand what i need to do to get better. Thank you very much it was helpful.
Invaluable information. Thank you.
I’m a nuclear electronics technician in the navy. Assuming I get out in 3 years, I’ve been very interested in getting into data analytics, but I’m somewhat afraid that I won’t even be able to find a job😅 they always tell us that as nukes, ANYONE will want us, but part of me feels like that it won’t be that simple. Another part of me is afraid that as soon as I’m out, AI will have taken everything data-related by storm, and I will have learned all these skills for nothing. Anyone have any advice?
Learn AI. Get some certs from microsoft
Thank you for the clarification 🙏🏻i was afraid before starting my second master in Data Science at university of bologna after an academic background in economics and finance also without any experience in coding and programming 🫣but it’s sound like a challenge for me and I’m sure that i will be a future data scientist 🙌🏼
Love that committment!!!
Helpful and reassuring, appreciate this!
Awesome video - thank you man.
THANK YOU SO MUCH FOR THIS.
Thank you so much for sharing your experience!
Thanks Nash, Good presentation . it is true research is the best thing to do before jumping into conclusion .. The guide on your presenatation it is powerfull..
Well explained, thanks brother
Nice video. Great work Nash
Thanks a lot Nash seeing this video today has saved me from a lot of deep thinking on why i picked this part at first the content was really helpful and i hope to get mentorship from you too maybe in the future but i will definitely stick around your contents 😉😉😉😉😉😉. would appreciate a mentorship still!
Really useful content Nash, thanks you so much. Now i have some direction to take
Thank you, sir!
thank you
Nash not only making awesome videos but also motivating us to learn 🐐
🙌
I am a Tableau Developer and I feel like AI will take over the market and in the next couple of years visualisation could get automated. I believe relying on one skill would not be good enough. So, I wanted to study something else which could take advantage of the skills I already have which is dashboard building skills and Data Science could complement that.
However, with wife and kids I do not have the option to study (university) or even take part in boot camps (as they are very expensive). I feel my options are limited where I want to learn with limited resources and also time. Half the time i busy working and the other half taking care of kids.
Hi Nash, this is very good sound advice. Thanks!
My pleasure!
WOW!! This a really nice video. Thanks for sharing your honest experience :)
Tysooooomuuuchhhh😭😭❤ i was so damn confused about where to start and how to start you with this video made things so so much explained and clearer❤
That is good content mate, thanks for that
I am in accounting and have my CPA but I want to understand and learn everything about Data because that's going to impact our profession same with AI and other tech advances.
Very smart plan
Thank you! Just starting! Been working and iterate with python
You got this!
@@datanash8200 your shared knowledge will help me and everyone who's tuned in. Thanks again!
OK... So i turned 40, working as a concierge for a hotel and want to get into tech. I'm worried because of my age not many companies would take an old guy like me for a entry level position. Am i just being silly? am i too old to get into the field or no?
If you can learn the required coding + math and show your abilities through portfolio I can't see why it would be too late 🤷♂️
It's never too late unless you convince yourself that is
I’m 38 just signed up for an MSc Data Science degree from September. Wish me luck…& It’s never too later.
@@oscarsibanda9454where did you sign up ?
Don't let people fool you, age bias discrimination is more real now than ever.
You are not too old to learn a new skill. Training programs will gladly take your money regardless of your age but when it is time to get hired it will be a challenge. Those hiring are younger they will use the excuse that they are looking for synergy or a certain type of corporate culture.
Look to see if you have any type of personal contacts within the industry. It will improve your search.
Good luck
thank you so much sir...this is refreshing.
Love this. Thank you :)
Im an economics students 3rd year and thinking about doing masters in this field. My goal for this year is to learn all the things i need to learn about this field and hit 10k subs on RUclips lets see how it will work out for me. Thanks for the video.
Thanks Nash!
No problem!
Well, doing a project is the hard part but the best part
The updated version for 2024 is more actionable and detailed : ruclips.net/video/6DxBaphvap4/видео.html
Can you do a video from beginning to end on how to create a portfolio
To sum up: Learn code, learn math
Sas, R and c++....in banking we don't use python
Nice, which one of those would you recommend people in your niche to learn first?🙏
@@datanash8200 For quants building models and working with data python can do a lot however it takes a lot more code to do the same tasks as SAS. Often the results are close to correct but being open source there is no guarantee that it is actually correct. Packages are available for many things however there are many packages missing or not built very well. But again what do you expect when it is free? It does shine in doing machine learning in comparison to SAS. I do wish SAS would add a lot of the ML models to SAS EG.
As a manager it also takes a lot more training on how to do statistical model development as the output in python is very limited. Again, it takes a lot more code and expertise to get the tables, tests, and results one
What’s the best books on understanding data science and data engineering ?
Love these tips. They're super simple but highly impactful.
Shout out Bruv!!! This video gave me a good idea of how to progress into the field as an undergrad in Bsc Maths Stats, subscribed 💯
Also, wanted to ask your take on whether to learn Pytorch or Tensorflow?
It doesn't matter if you pick one learn do projects. Pick whichever one you can access the most resources for etc...
Thanks;)@@maveriks463
Thank you for this. May I ask, how difficult do you think it is to get into a data science/data analytics masters with an undergraduate degree in psychology? I'm expected to get a 2:1 in psychology, which has quite a bit of statistics and research methods. Do you think its even worth trying? Or maybe I should look into doing a data science or programing bootcamp before applying? What are your thoughts? Thank you again!
You can definitely get in, look into the University of Liverpool Data Science and AI conversion masters. Thats what I did
This was very helpful. Thank U
Thanks so much! Well explained.
Amazing vídeo!!! Thank you só much !
Thank you for this!!!
I'm 23 y.o student. I learn Python and want to be Dackend developer. Now in my country hardly ever find job junior python dev. And i think maybe i should learn data science? But this takes years.
THANK YOU!!!
Thank you for this awesome video it helped me so much
Should I chose what type of thing I wanna do in machine learning before going into it
In your opinion, do you think Physics or Biology would benefit me more if I'm taking Data science as a major?
Physics would probably give you more math practice.
Hey there Nash.
My plan to become a data scientist goes on like this and feel free to correct my decision if you think its not effective.
I am from India and to work on Middle East as a data scientist because of my family backgrouns etc and i found lot of companies there offering good amount to data scientist.
So my plan is first to get a Bachelors on Computer Science, then Masters on Data science and then go for the interview.
My biggest issue is I'm applying for entry position yet they are asking for intermediate level experience in entry. Another issue is the number of scam job post.
Yeah the first job is always the toughest. Projects can be a way of "making" your own experience
Very informatic video and thank you so much.
Has anyone here experienced a career transition, such as moving from an entry to mid-level management role to entering the field of data science at an entry level or similar?
Thank you.
Thank you for this video. I enrolled in a Data Science program. I have no tech experience. Would you recommend that someone be a Data Analyst first before becoming a Data Scientist?
what+is+the+best+place+to+create+a+portfolio+for+a+data+science+role ?
When you say Data scientist (since I think that’s just a broad term) are you referring to Data Analyst?
No they are different. A data scientist is a data analyst but a data analyst may not necessarily be a data scientist
Loved the video, toy just earned yourself a sub
Hey, this was really useful!
Funny that R is taught in the Google Data Analytics Certification!