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How to switch career to data science from non computer science background
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- Опубліковано 17 сер 2024
- Can a mechnical engineer, microbiologist, bcom graduate (basically non computer science background person) transition his/her career to data science? If yes, how? In this video I am going to answer these exact questions and will show you how a person with different background can transition to different roles in data science field such as data analyst, data scientist, data engineer or BI analyst. Data science and analytics field has opened up many job opportunities and they are going to grow even more in coming years. Due to this many people with non technical background want to switch to data science. This transition requires lot of hard work but it is certainly doable. I've two videos that you can follow for acquiring skills for data analyst and a data scientist.
#DataScienceCareer #SwitchCareer #DataScience
Timeline of video:
0:00 Can I switch from non technical background to data science?
2:33 Which role to target? Data analyst or data scientist?
2:59 College vs Self Study
7:33 Is it worth a hype?
11:23 Specific advice for people with following background, B com, B.A (no background in tech)
13:41 Mechanical Eng., microbiology, biotech, BSC
15:36 Software QA analyst
17:12 Bachelor in statistics, math, physics
18:01 Software engineer
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Learn data science for free: • Learn data science for...
Learn data analyst skills for free: • Skills required for da...
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Sir I'm graduate in bsc biotechnology can I become a data analyst in IT industry.? Please reply sir I'm so worried about my career
My Mother always said , a person with great knowledge will have the humblest voice you will ever hear , and man you are one of them. Subscribed and liked.👍
Priyanshu thanks for your kind words my friend.
100% agree with u 😀🙏🙏🙏🙏
@@codebasics Do I have a chance in finding a worthy job when I finish elarning, I am a civil engineer and I finished courses on data science 365 platform from 7 months and now I am attending the course of data analysis on geogle, I am afraid I can not find a job without a bachelor degree .
This gentleman took his time to explain a career path unselfishly. An eye opener to all. Thank you and well done!!!
This video has the capacity to change the life of a person.
so true
Very,very!
Learn data science for free: ua-cam.com/video/Vn_mmOuQkSA/v-deo.html
Learn data analyst skills: ua-cam.com/video/x6tnVOn4st4/v-deo.html
Machine learning tutorials python: ua-cam.com/play/PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw.html
Pandas tutorials: ua-cam.com/play/PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy.html
Switch career to data science from non-technical background: ua-cam.com/video/P8BuKf9crA8/v-deo.html
Complete python tutorials list: ua-cam.com/play/PLeo1K3hjS3usILfyvQlvUBokXkHPSve6S.html
Can u provide me some platform where i can get certification in the form of proof as i am from an commerce background!!
Sir can diploma student can do data science
i am undergraduate student in computer science engineering ...i have no work experience and i want to plan datascience in USA...i have good programming skills...what i do to become data scientist and is it possible?
How about experienced HR?
Hey I know it's being one year having uploaded ur video but if u still around
Can u help me in taking decision on , will it be good, if I plan to move from network engineer to data analyst/scientist .
If yes , how will it help in my field
If No, why...?
Appreciated if u can answer me.
Ur video is really good, true to heart.
This video is so underrated and needs to explode in terms of views and likes. It is very comprehensive and easy to understand when it comes to making a decision on a data science study. Thank you, this was very helpful.
Glad you enjoyed it!
My Dear , you are making a difference. You are just Answering the questions which keep people from embarking on this field. U just explain like an Elder brother .
I m from Commerce background and want to enter this field . I m following religiously.
GOD BLESS YOU Bhai !!!
Jai BHARAT ✊
You have my best wishes abhisheik 👍😊
did you get success ?
You r the first I subscribe first time on UA-cam.. .. you filled me with enthusiasm by saying at 40 yrs age a person started learning programming..... And became successful..
Glad to have you in codebasics community gurpreet. 👍😊
You are right sir. I am from math background and when I started learning Python, then I was easily able to build logic in the problem.
Thank you so much for your videos! They really inspire me and give great advice. I hope you keep doing them.
Hi Benjamin, thanks for watching video. There are more series going to come, just stay tune. Till then checkout other videos from playlist. Share videos with your friends tell them #ImCodeBasicsMember
Your speech is so mature even normal person can UNDERSTAND
Thank you for sharing such a valuable detailed and easy guidance. Really helpful for aspiring DSs to plan their journey well.
Glad it was helpful!
He is absolutely right, juz learning form any resources isn't enough to land in DS field. We need programming , stats, and many more things but when we go for searching a job they will looking for someone who having experience and having background of computer science or stats.
I agree, I also think DS is specialization. I have personally chosen Web Development Programming over DS as I am from non-tech background.
Very happy to hear the words "You have already won half the battle" for software engineers.
Hello Dhaval ... great video ...if you would share the story of 40 year guy, you mentioned in video, in detail, it will be great help and motivation for senior aspirant like me.
I loved this video!! been studying Data Analysis in DataCamp and loving the journey it has been.
I am glad Camilo
I really appreciate your hard work of sharing knowledge despite of your busy schedule. Thank you
👍😊
Hi Raghavarahul, thanks for watching video. There are more series going to come, just stay tune. Till then checkout other videos from playlist. Share videos with your friends tell them #ImCodeBasicsMember
Love love love u ❤️❤️❤️ im searching for this clarity from past 2 months now i found it
You are amazing. I am thinking of to move from software development role to data science and finding path to do so since last 1 year. Suddenly I find this channel and and feel addicted with your videos, way you talk is impressive. It sense that you are personally talking with individuals. Finding motivation to take a step.
This is very useful video as I see lots of comments from non tech background regarding same.
Hi Bhavin, thanks for watching video. There are more series going to come, just stay tune. Till then checkout other videos from playlist. Share videos with your friends tell them #ImCodeBasicsMember
Amazing video it has given me clarity where should i be moving next. Thank you keep making infomative videos.
This is the most trustful video that anyone interested in Data science should watch.
Very smart advice. This is exactly what I'm doing now (on-job projects).
Another awesome video, your work has a huge impact.
I m 44 n an Arts graduate. Can I become a data analyst/data scientist after taking proper training ? Where can I get the training from ?
how old are you now?
how much money do you make?
how long did you study?
Tell us about the skills of a business analyst.
Nice work man. Keep it up. Thanks
Hi This, thanks for watching video. There are more series going to come, just stay tune. Till then checkout other videos from playlist. Share videos with your friends tell them #ImCodeBasicsMember
Thank you, for the great information.
Excellent video. No fluff, a lot of useful info.
I am happy this was helpful to you.
I am happy to hear that a microbiologist & Biotechnologist also can make their career in Data Science. Thanks for this information.
Oh yeah for sure. These fields in fact have lot of applicability of data science when it comes to disease prediction, pharmaceutical research, microbiom and DNA study etc.
Wow.i love your videos. They are well explained and straight to the point. I am just about to begin a new career in Data Science. I used to be a mathematics teacher and I don't enjoy my job so I want to switch ASAP. I am following your curriculum of 3 months to get started. I have a question for you. After completing the 3 months and writing projects, how long will it take for me to get a job? Secondly, what kind of jobs and companies do Data scientists work?
Hey I’m also a teacher thinking about switching career. Can you tell me about your journey so far?
Guys these things won't be applicable for India. In US people hire even non technical people for programming as long as they have technical knowledge by doing full stack boot camp and udemy courses. In India every HR people are stereotypical, they will normally see for data science role whether the candidate has Cs degree or not and that's it. But when data science becomes necessary for the compa ny, hr recruited people as long as he has knowledge of the data tools. Only at this phase HR recruited people from every type of background and thus begun the trend of data courses everywhere. But nowadays the market is saturated and HR people now know how to filter the candidate and select people for the right job. The current requirements for the data science for non technical roles are for people from health care, bpo, statistics, economics, analyst role and that's it. If u r from other sectors then they won't select you unless u have networking or u did degree in upgrad or great lakes or other reputed institutions. But there is a chance u can get into data science role by applying to data science startups where they only provide salary of 10k starting. Anyway how anything is possible in this world as long as u fight for it, so friends always keep up with ur knowledge
Gokul your points are valid as I also worked in India for few years and I know the attitude that employers have. But the things are changing gradually. Many MNCs such as Amazon Google and many other USA based companies have offices in India. Also I see many people from USA moving back (reverse brain drain). These people are going to take the culture back. I interview people here in USA and if I decide to go back to India I would tell HR to not focus on degree so much. Also your point about working for small company for less salary is valid. This way you get an experience and once you have some experience you are good to go. The hiring procedures are going to change radically in coming years where people would probably hire you based on what stack overflow rank you have or are you contributing to open source packages? They will look at your pull requests and that would be a factor in hiring. Another thing could be are you speaking at conferences, these trends have started here in USA and it will surely come to India in few years. Hence if you keep on learning with very positive attitude your hard work will pay off, if not now then in coming years. 👍😊
I am a B.Sc(Agriculture) student and it's my last semester. I am actually not happy with my degree so i started learning python and wanna switch my career to software field, there is a slight problem - I have almost everywhere but my degree is not elligible for any IT based company. What should I do ? Do I have to pursue something related to computer science to apply to those companies?
Thank you very much for sharing these insights.
Thanks for sharing such valuable information.
Glad it was helpful!
What a great video, you are really experienced , good job man
Glad you enjoyed it!
Very realistic and encouraging ! Thank you !
Glad you enjoyed it
It's a great and very informative video. Thank you. Gave good amount of info
Good guidance
Glad it helped
Thank you so much for detail explanation.. 👍
Amazing such a kind person and legend in his field Mashallah
I am a java developer. I was not aware of the 3b1b channel. Thanks
3b1b is just awesome !
Tha k u sir for discussing that program issue . .I wanted to know hurdles coming in programming . .thank you . .u cleared my doubt.
I am a agriculture engineer can i switch to data science but when ever i applying they reject me when they see the degree of my greduation.
Thank you for this detail information, really it was help full for me to decide to step forward.. Basically I am mechanical engg..!!
Glad it was helpful!
Thank you so much for sharing a very inspiring and motivating video and please keep sharing knowledge in same.
How important it is for a BCom graduate to have paper proof (such as a certificate or diploma or even a degree) which shows that he/she has learned programming skills?
I need to make a career change. All I’ve ever had are customer service positions. I need a more professional career. I have an associates degree but not a bachelors. I am skeptical to do a DA Bootcamp because I don’t think I will get a job JUST with a certification and no BA degree.
So many videos saw . .but this is most inspirational video . .thank you
I am happy this was helpful to you.
@@codebasics I need some suggestions . .Im mech engg with 4+ yrs of exp . .I need to switch to it . Can u please suggest which is better 1. Data analyst 2. Ds 3. Cybersecurity ?
I consider myself a Level 1 person, but the data scientist pathway looks daunting. I've taken calculus and stats but those course were what I consider "watered-down" for life science students (those studying biochemistry, molecular biology). Nowhere near the level of rigidity/difficulty in a pure technical field like engineering, physics and math. It's a huge mountain to climb. Would you recommend the data analyst path to start with? And what is a curriculum you'd recommend for the data analyst pathway?
Great 👍 sir, You are pure soul. Great guidance. I appreciate you.
Hi.. Sir.. I have done my graduation in civil engineering.. Now I want to change my path in software course...and I was confused from where I need to start... I just watched your videos and felt happy.. Thank you for giving valuable suggestions....
Dear Bharathi, wish you good luck for your future. Keep learning and have a faith that everything is possible.
Good luck. 👍
Did u choose..data analyst or data scientist?
Anyone else graduated in civil and looking to switch ?
@@badrinathillur6037 ME
@@badrinathillur6037 me too
Hey! Thanks for the video.. Please do video on skills required to became data engineer. As a software engineer, I am eager to learn all those skills. Also specify best free resource to learn those skills.
End current life faster and hope that you choose it the next time
Kindly make an video for interview preparation related to data analyst and data scientist job roles
When I first learned coding I thought it was fun but never utilized it in my Mech Engr bachelors program. Since then I guess I was scared to get into it. I’ve heard first hand from someone who did the Kaggle GitHub route and now makes upwards $80K. I’m not interested in a majority of Mech Engineering jobs and am lookin for options outside of my field. This vid was very helpful thank you!
Young mule, I wish you all the best buddy 👍😊
Thank you bro u gave good info and confidence god bless you
Thank you sir you boost my confidence. Thank you so much, I was worried should I go from my bachelor's of physics to data scientist
All the best Shivam
Hey dear Shivam ,i am also a physics graduate can you please guide or give any information about DSs career opportunities. According to your experience.
Thankyou thankyou sir,I am also a biotech post graduate 🙏
Hi, I am from electrical and electronics background but now I want to enter the IT or CS field but i don't know from where to start. Can you please help that what should I start with initially?
Tanvi, start learning python please. you can use python to tackle small problems or automate boring tasks in your domain itself.
hi sir...thanks for this video...i am really desperate about this ..but i am 36 ..is switch is possible in India too at this age
thank you sir. I hope that we meet someday in USA.
Finally someone who make a lot of sense
I am happy this was helpful to you.
Very inspired me , Thank for you
Nobody is happy with their carrier jobs. I have seen programmers switching to nursing in their mid 40's. The problem with computer jobs is constantly changing software and upgrades. The older you get; the harder it is to keep learning new software and technologies.
Thanks a ton for the video. Can you please made a video for Data Engineer?
Hi Mir, we definitely consider your request and soon can expect videos. Thanks for watching video. There are more series going to come, just stay tune. Till then checkout other videos from playlist. Share videos with your friends tell them #ImCodeBasicsMember
I have master degree in mathematics, so my question is which online course is good for data science according to you? Can go for swayam online course for this? Please reply... Thank you. 🙏
go for machine learning courses from andrew ng
greatly explained...
Thanks sir for this amazing video
Most welcome
Watch at 1.25X. Thanks 👍
I'm from chemistry background and I have done my masters ..according to your experience should I try this?
As I'm in One of the finest PSU in my stream but I want something challenging and creative to do that's why I want to try this..
Sure you can try it. You can become an analyst in pharma or chemical domain, that way you can utilize your chemistry knowledge as well
I m also same like u , wt r doing right now , i want change my career in IT industry .u may suggest any roadmap
@nareshnani6875 did u figure it out
Extremely Helpful Video
Glad it was helpful!
I totally disagree with this answer!....being a data scientist is not that easy...you need have a good background in mathematics, statistics and computer science or at least programming ...
Thank you so much for this video. This is really motivating. I have around 9 years of Industry experience. I have been working as support engineer on hyperconverged products and looking for enhance my profile and move to Data Science. Will it be a suitable move at this stage? I work on Linux, networking, virtualization but no experience on programming.
have you studied data science, I'm asking after 1 year back comment
Thank you so much for the video
I want to know how much to learn in each library i mean they possess tons of functionality and which ML model to focus upon
Well-Done Man
Thanks for appreciation and feedback
Well explained
I have done MSc in physics and I want to pursue career in data analysis
Should I go in this field ?
Same question.....can u got ur answer?
@@prashantchaubey4379 not yet !!
@@tulikasingh6657 I have a plan....my friend just got entry in data science after m.sc physics
@@prashantchaubey4379 ohhh that is great !!!
Hi,
Thank you very much for such exciting videos.
Myself an experienced Automotive (Mechanical) Engineer, but currently I am unemployed due to some personal reasons, now I have some free time and would like to acquire skills in the field of Data Science. As you mentioned to start as Data Analyst have to begin with the Programming languages or need to learn some basics in Statistics ? or have to do learn both in parallel?
You can do both in parallel.also I have two videos on mechanical engineers transitioning to data analyst , watch them. You will get some tips
codebasics Thank you 🙏
Sir, I have studied MCA and work in Finance in FPA (Financial Planning & Analysis) since last 9 years. Can I get into Data Analytics and then to Data Science.
Hi, I am BE cse and MS , have 9 years IT experience in tech support, was, ETL testing , for past 10 years i am not working, now my boy is in job and at an age of 49, i am willing to get employed and occupied. I am good at SQL, python, pandas, java etc recently able to complete kaggle certification easily. Do you think I am employable.
Dear,I am metallurgical graduate, having around 18years experience in core field and working as production manager in maharashtra,but due to my personal reasons I am willing to relocate to banglore and planning to switch over data analysts field...advice me and please tel me about job and salary (currently I am earning around 15 lac per annuam and I am ready to compromise salary also)
Sir, as i am working in the Banking sector as a Front office executive this course is useful for me to get more rewarding career.
Sure Rohit, getting technical knowledge is always going to be beneficial. And if you work with passion, hardwork and patience you get achieve great goals. Wish you all the best 😊👍
Thank you, this video was it was helpful. I have 11 years of experience and for the past 5 years I am into content management(Creating pages with Content management tools). I would like to switch my career into data science. I have knowledge of SQL and some visualization tools. But not much into coding as I am a commerce graduate. Also, have some knowledge of Digital analytics. Can I switch my career to data science or should I focus on Digital marketing?
You can do either of them based in your interest and how much effort you want to put in learning those skills. For data analyst role it's ok if you don't know coding. You need to know excel SQL and one visualization tool (power BI or tableau)
Can we transition from SAP to data science?
My background is arts. After complete my hons and Master’s i have achieved a one year diploma in Database design Developer in IsDB that is a world wide scholarship programme. Now i want to get chance for MSC in computer science like data science or data analytics. How is it possible! How can i switch my career in data science. If has any solutions, anyone can reply. Thanks advance.
Sir, I am 2016 pass out chemical engineer.. I want to make career in data science field.
May u tell me that if I learnt all required skill and make project, then will I get job as a data science role ??
Can my chemical background become hindrance in getting job as data science
Degree is compulsory
nothing to say u r a really awesome man
I have pcbm in 12th and pursued bachelor's in biology and chemistry now I wanted to learn programming as generated my new intrest and I want to make carrer in it? I am a beginner..a zero level learner from where I must begin to enter in this field?
Sir,
I did my engineering in mechanical and presently working in manufacturing firm with 4.5 years experience, now i want to change my career into data science with zero knowledge of programming. Is it right time to change my domain.
Definitely. You can do it, 4.5 years experience in some other domain is okay. Did you watch my video on mechanical engineer to data analyst transition? There is a linkedin URL for chinmay, he is a very nice person. Connect with him and he can share some tips.
First of all the the information is very clear and useful in video. Thanks for sharing in very nice way.
I had done BE in Electronics & Communication in 2006 and since working in highway industry in intelligent transportation system (ITS).
And now i want to move my carrier in data science.
Pls suggest what should I prefer either data science or data analyst as i am good in maths but not connected with computer programming.
Pls suggest
Hey Vijay looks like you have been working in your field for 14 years now, you need to think why exactly you want to switch. Switching is not a bad idea but see if you can do better in your field only , may be do MBA and move to management position (if you have interest). Also of you decide to switch and if you don't know programming, statistics etc being data scientist will be difficult and long journey. I would suggest data analyst role for you, you can become data scientist if you are exceptional and willing to put lot of hard work. Nothing is impossible 🤓 also one factor to consider is when you start your job as data analyst you will start as a junior and with less salary, you already have vast experience in your field and with that you might be earning much more then a junior data analyst. So ask yourself if you are ready to take a cut in your paycheck. Overall gather sufficient information, talk to someone who is a data scientist or data analyst (you can connect with these people on linked in of you don't have anyone in your friend circle) and than make an informed decision. Wish you all the best b👍😊
@@codebasics thanks for quick reply and valuable input.
Hi firstly it seems no further good opportunity, growth and thrills in my current field moving forward.
However I understand switching to some different field after so long period of experience seems not worth.
But still I want to switch my career.
So firstly i will start my fresh career in data analysis and learn python language etc simentensously and jump into data science if feels all good and enjoyable.
Pls advise.
Sure in that case start with data analyst track. Follow the videos that I suggested and start acquiring those skills 👍
I have 6.5 yrs of exp in SAP ABAP language but now i want to switch it to data science. But the thing how will i show exp in data science as i dont have any real time knowledge. Many people will fake the exp and then join but the problem how will work like an experienced person. Can you please help me.
Awesome clarification. Thanks. Subscribed and liked. I am working as System Analyst aged 41 years. Can I learn Data Science at this age? What are your views and advice?
How much time do you think will it take for me?
My son failed in BSC 1st year. His subjects were math , physics, statistics. Now he is interested in so Ng data scienc. His maths is weak. Can he do data science
I'm from physics background interested in data analytics role
Already started my learning
Excel- 42%
SQL- 27%
Power BI- 5% just drawn some charts 🤣
Python - still a lot to learn
I fixed a deadline to complete this crash course in 30 days lets see how it goes.
Hi from where u r studying
Im bio graduate can I become a data analyst?
Sir i am very confused about my career, no one of my family and relatives guide me because of illiteracy. I am a physics graduate secured 74% ,as i belongs to a rural area having poor verbal communication and don't know programming language (except C-lang).after all this is it right path for choosing DATA SCIENCE. PLEASE REPLY DEAR SIR.
Yes for you data science path could be one of the better options. I have seen a general trend that physics student end up doing good with coding and data science. You can also join my discord server (link in video description) where you can ask technical and career related questions
But what are Skills required to become a Data Analyst if you are not good at Maths?
NLP task like NER, ents Linking, text summarization.sir everyone waiting for NLP series