Data Analyst vs Data Engineer vs Data Scientist
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- Äas pĆidĂĄn 31. 01. 2020
- Want to know the difference between Data Analyst vs Data Engineer vs Data Scientist? Keep watching this video to know. Data analyst, data scientist, and data engineer are three different roles in the field of data science and data analytics. And these three roles can sometimes confuse data science aspirants.
A data engineer is a software engineer who specializes in data-based technology and is well versed in extracting data from structured and unstructured sources. A data analyst is a person who has domain knowledge, while the data scientist has all the skillset like an analyst, but is also good at statistics and knows deep learning, machine learning, and natural language processing. The difference between data analyst vs data scientist, is the expertise in statics.
A short summary of the difference is that a data engineer is like a raw material you need to prepare any dish, while the data scientist or analyst is the chef who can make the dish.
#DataAnalyst #DataEngineer #DataScientist
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i work as a Data Analyst and even i didn't really know the difference :D I think it's important to know that this differentiation exists but in practice the lines are very blurred - especially in smaller companies. For example one of my jobs was to help design the ETL processes (which would be the job of a data engineer). And i frequently work with predictive analytics etc. So for a lot of small companies you are basically the "Data guy". You did a great job explaining the difference tho
Yup I agree. I like the term "data guy" đ
May i know In what fields you have completed your degree??
Is data analyst a better career as compared to other for eg data scientist or ml engineer?
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It could help you
First video of this type I've seen as a data professional and it really helps put everything into perspective with an easy to understand example, great job!
Thanks for the clarification sir, as a Data scientist aspirant i cleared few queires which i have before watching this video. You explained in such a way that a beginer can understand. Please do post more videos which helps us to become an data scientist đ #iamcodebasicmember
Thanks sir ... after 2 hr hitting my head on internet ,I came across the best explanation ....so simple and data visualization made it really understandable
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Best video I've watched ever! Thanks for creating this video and explaining with real-world problems.
This is the channel for which I was looking for. Amazing insightful facts.
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In one word, you are awesome. I tried from May 2018 to learn machine learning from Coursera, Udemy, Udacity, Edureka etc. May be they are great teacher or great at their field but I am not able to understand from them, the purpose of machine learning and practical application. Where to apply the machine learning in real world. I already aware that big companies making application with ML but not know how. But Feeling confident after watching your video. After all I understand the root. Now I can so confident that I already started working on some data set from Kaggle. Thanks once again.
Dear
Thanks for explaining data analyst, data scientist and data engineer one by one.... I have seen lot of videos but after sometime people start mixing and confusing these roles.
I really like it.
I am happy this was helpful to you.
Feels good to be leaving the life sciences to become a data scientist. This is so much more entertaining.
Me too biotechnology masters.. learning data science present
Hey can you guide me? I have recently graduated with a degree in biotechnology and I want to switch to data science
@@helloworld2054 me too please
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@@shalini7954 1
Sir I am so thankful to u for dis video, actually was not getting the right answer since 1 year...... My gratitude nd respect. May God bless u with health and happiness đ
This is best video I've come across on this topic. Thanks.
Thank you so much from bottom of my heart, i was always confused in spite of being an data analyst myself.
I am happy this was helpful to you.
This is such a good video. Super clear, super thorough, super easy to understand. Thank you so much man
Glad it helped!
This is the best explanatory video I've watched on the topic. Thanks!
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Man u r a genius. U explain it so easily with example anyone could understand it.
excellent video! So clear to understand all the differences between the three roles
Sir you're my life saviour. God Bless You đđ»đ
Great videos on your channel. Thanks a lot for sharing so much knowledge.
aaj samjh ayi in chezon ki Sir, you are awesome.
@codebasics thank you for sharing knowledge love to see more videos like this
Excellent sir, for a beginner like me...it's easy to grasp the things and choose particular field
Hi bro i am big fan and follower of u r channel bro as u r content is very clear and genuine
I watched many videos on this topic since last 1 year but this video gives crystal clear aspects of everything. Thank you sir.
Glad it was helpful!
Really good example. Loved it :)
Thank you so much!!! Now I know where to start the shift in my career
So my current roles matching very similar to a data scientist, thanks for clearing my doubts on roles on various job position, and yes definitely i will work on my statistics as suggested by you. Thanks for the video sir. One question from my side
Who is using Alteryx tools for their work ?
A. Data Engineer
B. Data Analyst
C. Data Scientist
I find this software very useful as i tried to work on its trial version for some hours. Could you please guide how this software works and what are its benefits over other tools.
Best presentation on youtube!
thanks a lot for this informative content...
appreciate your efforts.
I have one last question to start off the implementation projects:
I've completed BSc.IT and currently pursuing MSc.Data Scient and AI
to get into a Data scientist role:
1. shall I start from being as a data analyst, first and then after getting experience approach into data science role.
or
2.shall I do projects based on a data scientist role requirements to get an internship as a data scientist fresher.
Please guide me.
Data engineers at my workplace know all the skills listed here for all 3 positions. We do everything from start to finish, plus predictive modeling.
which company?
Then you are in a data scientist role so u should get paid more than data engineers. Don't get fooled by scammers
Most simple, clear and precise info I found on this topic.. Thanks.
Glad it was helpful!
Sir,, please make a complete playlist on deep learning from A to Z...
Thanks for making such structured content. Awesome!
I am happy this was helpful to you.
thank you man, very helpful video
very crystal clear and crisp information...very informative.
Thank you so much for this! It is so clear now! đ
Glad it was helpful!
I Don't know what to say, search this type of content for long time, thanks a lot
Thanks for making me understand this topic in simple way â€ïž
Please make video on skills required to become a data analyst, best online courses and source available to learn data analyst skills.
Super explanation đ. Thanks so much
Wow! That was brilliant!!!
Now this video has cleared out all my doubts đđđ
Very well, thanks đđ»
Thanks mate informative enough to get started
You are welcome Syed :)
I have never worked in a field covered by data science. However, I am preparing to get into the market now after learning most technologies that seem to be necessary to become a Data Scientist. Learning never ends, hence it seems I can never cover up entire technologies. For example, when I am done with few models in machine learning, I keep getting new models and technologies that look important or necessary. I will appreciate how I can build up my career path as a data scientist and start applying for a job. thanks
Very good information... really liked it a lot
Where to start the career to become a "Data Analyst" and what is the career path? Because no company hires a fresher as a Data Analyst so it means there is some requisite knowledge and experience. Do expertise in only MS Excel gives you a leverage ? Please show the career path for Data Analyst.
You clear doubts very well sir
Baat karne ka muaka mile to bht accha hoga
Very well explained, thanku so much. Subscribed!
Welcome!
Excellent explanation . I got more clarity from this video only
I appreciate your hard work. Thanks for the video.
I appreciate you leaving a comment of appreciation
Good! Very good! Thanks for your Explanation!
I am happy this was helpful to you.
Very insightful. Thank you.
Glad it was helpful!
One of best explanation videos
The best explanation i have ever heard about đ
Today I have got the answer that in which field I must go. Thank you so much Sir!
I wish you all the best đ
Thankyou so much for this
Great video!
Thank you so much for the insights
You are so welcome
Thanks man for a great video
Hey Fahad, thanks again for your comment.
Great explaination
Great explanation!!!
very clearly explained sir
I am glad you liked it
This is the best explanation.
Great explanation except that Data Engineers are almost completely dependent on the Business Analysts due to lack of in depth understanding of business rules and requirements. I'm data analyst for a healthcare corporation and work very close with data engineers. Part of my job is leading/educating them in what needs to get done in order to succeed in the project they are working on.
For example, if the business analyst wants â active users of an appâ. The data engineer will need clarification as to what âactiveâ means. Is a user who has not registered but uses the app every day active? Is a user that never made in app purchases active?
#IAMCodeBasicsMember Sir, expecting more videos on Deep Learning and ScaPy.
hey Jainmiah, sure. It was nice talking with you on phone the other day. How is it going my friend ?
@@codebasics Recently Came back to home from hospital and now everything is fine sir. Thank you for speaking with me on phone and sending me CodeBasics T-Shirt.
@@codebasics Sir this is my number 9967507437. Please if possible call me on this number. I just need some advise from you. You can let me know the timing in advance so that I can keep myself available and not miss your call. I work for Accelya Company and usage of cell phone is not allowed. Please let me.
If u see his eyes... We can see him reading.... He eyes roll from his left to right
You are amazing đ. Thankyou so much for making these videos.
You are so welcome!
Well explained đ
Excellent Presentation & Comparision
May God bless You with wealth & health
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Sir is it required to have a Math knowledge to become a data analyst.
I know statistics but I'm not a great owner of math knowledge so is it a good idea of going for Data Analyst job ?
Sir, you are just insane . Amazing articulation skills and presentations
in all of your videos
Sir please do a one more live project....
really superb sir,i am telugu but can understood.đđ
good job. well done.
excellent explanation.
So if I want to be domain specific, do you suggest that I should pursue to become data analyst rather than data engineer or data scientist. I would prefer non technical upskilling.
Very informative video...thank u sir
I am happy this was helpful to you.
Thanks sir you cleared all my doubts
Glad it was helpful!
Your each and every videos are gems đ
Hi im currently pursuing BE production (sadwich) so for in future which one i choose from following scientist, analyst, or engineer?
i am graphic designer past 10 years. so you can understand how my mind works. i want to change my carrier. do i have inbuilt mind skill to be data scientist or do machine learning you suggest anything else to try pls???
awesome video ...
Thank youđ
One of the best clarification video
I am happy this was helpful to you.
Very nice explanation, but one point missing with data science, OpenCV - machine vision
I am glad you looking good mate :)
Thanks Leo for your concern and care :) My health has improved a lot in last 6 months and I gained 20 lb back, so its an impact of that extra flesh :)
@@codebasics That is good news mate! Keep up the good work, wish you all the best...
Many thanks.
Thanq sir
Thank you, sir
Fabulous..
hi there , waiting for your next upload on how to become data analyst also i want to know how can a fresher can get opportunity to work as a data analyst in company
I second that
Can you list some of companies which allows fresher a chance to work on this projects
I donât see any featured course for data analyst in codebasics. Is there any plan to start a new course for data analytics?
Very nice Video
Tell more about data analytics and data scientists in Healthcare
Thank you
Thanks got clear idea đĄ
Glad it was helpful!
Thanks sir
Very good
Sir I am from commerce background. Did my BBA & MBA in Accounting & Information Systems. I have intermediate level of expertise in Ms Excel. If I want to involve in this data related profession what should be my priority to be? Should i focus on only to be a data analyst? or should I try to attain some technical skills what data scientist and data engineer need to have besides taking technical knowledge to be data analyst? Lastly, if a data analyst having some additional technical knowledge what the data scientist and data engineer need to have add some additional value for the career growth?
Thanjs a lot