Do You Need Math for Data Science?

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Күн бұрын

Hi friends, today I am sharing some insights on how much Math you'd need to know to work in data science domain. If you work in the industry or starting out, please share your thoughts on this topic in comments.
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Пікірлер: 156

@aijetalks2709 2 жыл бұрын

Absolutely! To get into "Data" a great familiarity with Statistics and Probability is needed. I am more ML/DL heavy so Math (Linear Algebra, Calculus. Geometry) is the order of the day for me lool! The video was very straight to the point! 🔥

@SundasKhalid 2 жыл бұрын

Thanks, Aije! I appreciate the note and validation on Math knowledge-set for data science.

@karthiktwarakavi2267 2 жыл бұрын

Hey do you guys recommend any course from udemy to learn required math for DS? Which covers from start

@sidindian1982 Жыл бұрын

4th math -- Discrete mathematics 🙏🙏🙏🙏😍😍😍

@chacmool2581 2 жыл бұрын

I generally agree with this. Just a few general comments: * Mathematical concepts and abstractions pervade and permeate the entire field. Math is the 'secret sauce'. If you are asking whether you need to learn math, you are a bad fit for the field. * Your competition for certain jobs and co-workers will be people with degrees in math or statistics, engineers and physics majors. People not only comfortable with mathematics but quite capable in it too. You need to be able to converse and keep up with them. When one of them says, 'how about we try to model this with a Maclaurin series'? You don't necessarily need to know or remember the topic, but you gotta understand the fundamental concert being suggested. * Math is magical. Learn to love it, even if you fear it. - EE grad now in a DS master's program & applied Stats grad certificate.

@proxy1374 Жыл бұрын

Your videos are great and really informative!! As a person who has done both data science work and worked on Reinforcement learning and deep learning research papers, I totally agree that having just fundamental knowledge of math helps a lot

@gandheerchoudhary9359 2 жыл бұрын

Appreciate your efforts in simplifying maths for DS. Statistics and Probability are the most important one however one need not to learn these two from cover to cover.

@leadership_guru 2 жыл бұрын

Absolutely spot on. Thanks for sharing Sundas!

@uraniumu242 Жыл бұрын

Such a great channel and thoughtfully curated/presented. I started my journey working for DOD supply chain. The data points are immense and seem overwhelming but bringing a semblance of order from chaos is extremely satisfying. I used SQL and basic logic to bring about that order. Once complete (you are never really done) SQL queries can provide insights into just about any datapoint and it's relationship to other data points, again, very satisfying. Being comfortable with how data is collected in it's various forms from comma delineated, xlxs, xml etc and know the mechanics of moving data in and out of applications, though mechanical, is also very helpful as data can be gleaned from repositories that are rich in data but need meaning to be useful and to me that is at the heart of Data, meaning otherwise data is rubbish. What company's pay you for is context or meaning in light of present circumstance.

@ShristiSahu 2 жыл бұрын

Sundas you are a true inspiration. Thank you so much for sharing your knowledge. 💓

@prakashps 2 жыл бұрын

Another great video Sundas! Thank you so much for sharing ❤🌸

@PiusOkocha Жыл бұрын

This is just all I needed. So helpful. Thank you so much too.

@DC-se3vr Жыл бұрын

I was in the math club in university and making equations and applying variables to real life situations was something we did all the time. I’m pretty sure that DS is the right role for me. After hearing you explain that this is something needed I definitely want to include my experience from that role on my resume.

@mado.madeleine 2 жыл бұрын

Thank you so much for this! Super clear 🙏🏽

@colabwork1910 2 жыл бұрын

Awesome! These types of videos everyone needed. Especially those who are new to Data Science.

@SundasKhalid 2 жыл бұрын

Amazing! I am really this is useful. More similar videos are on their way.

@TheMISBlog 2 жыл бұрын

Another Great video Sundas, thanks for making this video , keep up the good work

@guiltywsw 2 жыл бұрын

I like the shorter video. It gave a great overview that I needed. I can also quickly come back to this video for reference.

@jardanpradhan223 2 жыл бұрын

This video removed my tension about maths really helpful thank you soo much

@harikrishnamodh1659 2 жыл бұрын

Beautifully explained! Thank you❤

@jazeelap817 2 жыл бұрын

Thank you for this video❤️ you are my inspiration 🤗

@t.essakkiraja1136 7 ай бұрын

Thanks a lot SUNDAS :) Love and support from Data Science Undergraduate from INDIA

@krrishshylock6984 2 жыл бұрын

Hi Sundas , Thanks for your video and explaining the use of mathematics in all these segments specially Machine learning and Data Scientist . Actually i have a request is it ok if you explain more about use of stats and prob and also best reference material in your upcoming videos .

@ruksarkhan8542 2 жыл бұрын

Awesome explanation, just easy peasy lemon squeezy....Can you please share more on Product manager roles in Data Science, I mean what level of math understanding do they need

@go_better Жыл бұрын

Thanks a lot! Very informative insight

@abanoubbob7212 2 жыл бұрын

Your follower from Egypt 🇪🇬 Thank you for this video I hope one similar on statistics God with you

@prod.kashkari3075 2 жыл бұрын

Hey just found your channel and subscribed. I’m a third year college student who definitely wants to get into data science. I’m a statistics major and math minor, and my major exposure to programming was R, and python. But for data science tasks like data manipulation and visualization. I plan on getting a masters in statistics after college. I really love statistics and math especially, the abstract nature of things like linear algebra and probability theory are interesting to me, and this is why I’m doing a masters. However even if I’m getting a MS in statistics, there’s obviously a huge downside in that I’m not getting as much software engineering skills from learning so much math. What do you think is the best way for me to develop such skills? I’ve been told that if I can code well, then I can be a “full stack” data scientist, in that I’d know the fundamental statistics, but also be great at software engineering. (And seems like the latter is also a big part of the job). How should I learn this and what are your suggestions?

@binarystar4947 2 жыл бұрын

To the point! Thanks✨

@immersivestudyandliving4272 2 жыл бұрын

Thanks for making this video.

@gajananshreepad7889 2 жыл бұрын

Thank you so much for video. You are amazing

@wajih.empowering.students Жыл бұрын

Good crisp explanation

@rahulmehra7836 2 жыл бұрын

Yeees I already know this all topics thanks to you 😊

@SundasKhalid 2 жыл бұрын

Amazing!

@omkarsatapathy8209 2 жыл бұрын

Increase frequency of video. You are my motivation to work more. 😊☺️❄️🥰🎇

@yanntagueyang8511 Жыл бұрын

Very helpful video thank you.

@hiteshc3974 Жыл бұрын

Great info ❣️🔥

@harshalkumard1527 2 жыл бұрын

Hey hii, I'm pursuing a Data science course, and also watched your every video, I'm not actually from coding background I'm from Mechanical Engineering, but your video motivates me about data science field 🙂 thanks

@mathandenglishlovers7130 2 жыл бұрын

After graduation you do...Hoe much time need to do data science

@Praveenl29 2 жыл бұрын

@@mathandenglishlovers7130 Yeah

@garvitchaudhary4499 11 ай бұрын

Bhai Ban gya kuch?

@AP-ue5bm 2 жыл бұрын

Hi Sundas, thanks for your videos really helpful! Could you please recommend any online course or resources for learning Machine Learning from zero for experienced software developers. Thank you!

@paradoxical_gamer_ 2 жыл бұрын

Ma'am can you tell me how you learn math which platform you go for learning math or maybe book or what content you watched in your data science journey. Please reply. Thanx a lot for this video i asked that question finally i got answer. You are amazing ma'am, you inspiring me every single day.

@apnawallah8727 2 жыл бұрын

Your all videos are really very useful 👌👌

@SundasKhalid 2 жыл бұрын

Glad they are helpful!

@sakshamsharma9763 2 жыл бұрын

Mam can you tell me what questions they asked for your interview and how much you study in a day for that job ?

@bilyamarlee 2 жыл бұрын

I am studying data science in Australia, data science needs Maths atleast of year 12 level. A very strong command in Maths is required in all fields of data science.

@adrithsujeeriv-a791 Жыл бұрын

Sir, I want to be a data scientist.I had completed my +2 education .Now, I am planning to study BSc mathematics and then to have MSC in data science. But one of my friend suggested that b tech data science is better than having bsc and msc. Which one would be a better option????

@sakatagintoki8835 2 жыл бұрын

Assalamu alaikum.. Thanks for the video

@SundasKhalid 2 жыл бұрын

Thanks for watching! What do you think the importance of Math is in data science?

@ahmedichouden6599 2 жыл бұрын

Before i watch video i said always you need math in everything

@AvinashSingh-vj3rk 2 жыл бұрын

Nice video 👍

@vaibhavmendpara 2 жыл бұрын

Thank you 👍

@316_pallaviverma2 2 жыл бұрын

For calculations only

@harshalkumard1527 2 жыл бұрын

Your video always motivates me about data science field 🙂

@MayaBello 2 жыл бұрын

yay first! great video!

@SundasKhalid 2 жыл бұрын

Thank you, Maya!

@aza6513 2 жыл бұрын

Hi sundas thanks for videos it answer some my anxiety. But still it's very abstract, could you make video about how to write math equation for make model in data science project ?

@dhanalakshmi2257 2 жыл бұрын

The video was really helpfull mam . Please post a video on how to enter into google buisness mam . Like a detailed video based on your experiences on how you joined , all those exams which is to be attempted and all . Pls look into this request

@Deepak_Juluru 2 жыл бұрын

I think we need another video in detail please 😊

@atiffaisal8953 2 жыл бұрын

Please make a video on resume preparation as soon as possible

@microtech2448 Жыл бұрын

Hi, do you have any sample project which shows how you are using math on sets of data?

@valeeereader5056 2 жыл бұрын

Hello!! I was wondering if u could give me ur opinion in something, do u think it is better to get a major in stats or economics in order to be a data scientist, or which should I learn first?

@jamilurrehmanamini4878 2 жыл бұрын

can you please make a list of books and courses to take from the very start till becoming data scientist

@ghazalkz4540 2 жыл бұрын

Thanks. Would you please recommend a course to learn datasaience math?!😉

@gaganiamasha8839 2 жыл бұрын

your channel is really helpful to achieve my dream of becoming a data scientist.....these days I'm finding a degree to start my journey ....so may I know...can I become a data scientist by doing APPLIED DATA SCIENCE AND COMMUNICATION degree? that's the course I found from a local university in my country.....I'm hoping something really helpful like ur videos.....!!!! Thank u so much for your inspiration......

@TRAIC-dv4ib 2 жыл бұрын

Mam,your voice so wonderful..😊😊😊

@ithisrinu9593 2 жыл бұрын

Tq for valuable information

@SundasKhalid 2 жыл бұрын

Thanks for watching!

@naziaali642 2 жыл бұрын

Yestrday i came across your video nd it inspire me so much that i can also become data scientist as i am from computer science background please tell in how much time u have learnt r nd python nd how

@Rushikesh_CN 2 жыл бұрын

Hi, Can make a video which will be more specific with topics? It will be really helpful

@apnawallah8727 2 жыл бұрын

Love from India ❤️❤️👍👍👍

@bilalaziz137 2 жыл бұрын

Sundas please explain what is Data Analyst? AND to become a Data Analyst. ?

@bardiakhorshidi5711 2 жыл бұрын

as a data analyst please explain to me how exactly do I need to know math?

@atifyaqoob5179 2 жыл бұрын

Ma'am please make a video on building resume for Data scientists.

@The_Resilient_Scientist 2 жыл бұрын

Data structure and algorithms is needed for data science especially "Data Structure " , ik that algorithms is essential but what about data structures (Linked list, hash, recursion etc) , plz reply me

@KaranKumar-vz1rm 2 жыл бұрын

Thank you so much @sundasKhalid Can you give us complete roadmap for data scientist. I am beginner so I start in a efficient way.

@uraniumu242 Жыл бұрын

Analyzing the path would be a good method for researching and modeling your own path. It's real life and will introduce you the process of fact gathering, fact vetting and assembling your findings In a way that will not only benefit you but others.

@varunnayyar3138 2 жыл бұрын

Ms. Sundas can you comment on the responsibilities of data analytics apprentice at Google?

@amirnurken5747 Жыл бұрын

In other words, if I don't know math should I not try to study data science? Or can I learn as I go?

@eyebeedey5631 2 жыл бұрын

I agree with you Sundas

@vabaneena2016 2 жыл бұрын

Can you please tell the age limit to get job as data scientist

@SAMCYRUS 10 ай бұрын

oh thank you

@naught4817 2 жыл бұрын

Could you suggest for data analyst what kind of math should I know at a same point where to learn if I'm totally dull at math but wanna become a data analyst. If possible so plz reply

@radheshyampatel5578 2 жыл бұрын

Morning I ask this question and I get my answer on 24hr Thank ❤️

@naziaali642 2 жыл бұрын

Appi how did u learn programming since u were not from cs background or in how much time u have learnt python nd R language please do answer nd suggest me something to learn these languages

@stefanyloren Жыл бұрын

I love math, and I'm quite good at it ❤️

@pragyadeshmukh Жыл бұрын

I am Pursuing Bachelors in bsc biotechnology from a nearby college but recently I came to know about Data Science and its scope. If I am doing a decent online course of data science and practising some good projects from scratch. Will my bachelor's degree create an impediment for me to get a job in MNCs

@sameetsable444 2 жыл бұрын

Can you create a course on Math's for Data Scientist?

@mohammedmotaheryhiaialradi1183 2 жыл бұрын

كل الشكر والتقدير لكي thanks 🙏😊😊

@ameerhamza8284 2 жыл бұрын

Can you tell me please for self learning of data science which courses need to learn my background mathematics

@adrithsujeeriv-a791 Жыл бұрын

Degree or b tech?? Which is a better option to become a data scientist??

@tanvivishwanath8089 Ай бұрын

thanks

@modoulaminceesay9211 2 жыл бұрын

Thanks

@premdroid 2 жыл бұрын

Any good source to learn stats. and prob. used for Data Science please ??

@akshitasharma5817 2 жыл бұрын

Hey Sundas….great content…just a help..if you let me know how can I connect to you for counselling purpose ..

@SundasKhalid 2 жыл бұрын

Hey Akshita! I don’t offer counseling. The best way to stay in touch with me is through my content on KZfaq and IG.

@ashishthakur5885 2 жыл бұрын

Make a video on how much coding is needed

@atiffaisal8953 2 жыл бұрын

My background is not from math so, how I will make my resume for Data science because I have learnt everything from youtube after watching your video

@atiffaisal8953 2 жыл бұрын

@@sakshamsharma9763 ok.... Thank you

@biswajitsarkar5481 2 жыл бұрын

MAM I AM A BTECH STUDENT AND I HAVE BOTH THE OPTION CSE AND AI/DS WHAT SHOULD I TAKE

@vinaysingla3241 2 жыл бұрын

Which will give me a better experience, GTX 1650 or Google Colab for machine learning?

@lovedeepsingh8026 2 жыл бұрын

Almost similar but Google colab is preferred since it gets really messy and you'll definitely run out of memory at some point. I am using new MacBook and it literally used almost 100gb of ram because of lack of management. So I recommend colab as in any case your GTX 1650 will never be enough especially for a beginner in ml or data science

@sakshamsharma9763 2 жыл бұрын

I think google collab

@vinaysingla3241 2 жыл бұрын

@@lovedeepsingh8026 Should I buy HP Pavillion (Ryzen 5600H + GTX 1650) for coding at 61K??

@mrprinceca 2 жыл бұрын

@@vinaysingla3241 sure

@dhonidamaka5013 2 жыл бұрын

Can you please suggest.books for various aspects of data science

@karaboramokgadi7574 Жыл бұрын

I get it with math but how much physics or engineering is used ?

@manishpatil-vc2ik 2 жыл бұрын

From where to learn these things ?

@RealistWajahat Жыл бұрын

Even after watching this video, i am still unable to figure out how much math is needed. 😢

@melwin3511 2 жыл бұрын

Hi mam.. I am student of class 12. Mam i need to know about taking data science course for B.Tech (UG)..

@iqratahir4886 2 жыл бұрын

hi,sundas how much sql required for data science

@mnsatish4023 2 жыл бұрын

Hey Sundas, the video ends at 4:34 but still the length of this video is 6:46.

@SundasKhalid 2 жыл бұрын

Thanks for catching that. Fixing it now, it may take few hours for KZfaq to show edited version.

@mnsatish4023 2 жыл бұрын

@@SundasKhalid no problem

@SundasKhalid 2 жыл бұрын

It's fixed now woohoo!

@NitishKumar-dm7ff 2 жыл бұрын

Love from India (bihar)

@shubhamkhedekarpatil64 Жыл бұрын

@KashifAli-qv1xo 26 күн бұрын

👌🙏👍

@rahulreddy433 2 жыл бұрын

Can I get a job in Google with out any degree?

@Abhay-Shorts-7ugl Жыл бұрын

Hello mam i am new in this path so it will be a great help if you also tell about the job opportunity in future little confused...... Please mam. 😟

@Forexabhirick Жыл бұрын

Iam zero in maths can i do it please tell straight forward 🤞

@user-xj1yq6bs9v 2 жыл бұрын

Hlo mam give me a suggestion of data science is good for me actually i am a non technical background field and Suggest alma better is real or fake and they have to do placement promise.

@hossainmdsanid8411 2 жыл бұрын

mam please help me ... i am college student . i want to be a data scientist . i have 3 option to undergraduate such as math, statistic and cse .what option can i select for data science ?