The Role of Maths in Data Science and How to Learn?

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Hello All here is a video which provides the detailed explanation what roles does Maths play in Data Science
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Комментарии : 188

@Akshay-ne4nw 5 лет назад

In other words, reverse engineer the algorithms to understand the math behind! Great insight BTW, thanks for sharing!!

@bestcontent9369 5 лет назад

You are helping many data science student sir.. god bless you

@fahadreda3060 5 лет назад

Great Video, this is exactly what i tell my students ,that learn the math while learning the algorithms , don't learn Math first and then ML , Thanks for the video, Please keep them coming

@sheetalbhat7419 4 года назад

Best of best I have seen. The amount of passion , energy & knowledge you bring in these videos feels contagious. You have a skill to present complexity in simplest ways possible to help. You are amazing and a hope for many aspiring data scientists. Thank you and GOD bless you.

@ashutoshmallick6342 5 лет назад

I was literally thinking of doing this like learning again mathematics in order gain knowledge in ML and DL bcz in my school and college days I just did maths in order to pass in it without knowing any reason behind it and as my interest towards data science is increasing I thought I had to the same thing again It changed my thought , thank you 🙏

@Noveshd 2 года назад

Bro what r u doing now????plzz reply

@KartikeyRiyal 4 года назад

Kitani baar dil jitogey sir. Everytime I open youtube. I have something to learn.

@youngming1314 4 года назад

This is the best and most straightforward explanation of the connection between math and data science, zero nonsense, subscribed.

@venkivtz9961 4 года назад

Its true my friend. It given me new channel of thinking about ML and DL. till now i was doing maths and ML seperately, but now i will follow this principle

@VVV-wx3ui 5 лет назад

Applied Mathematics and Statistics is what makes this journey of Leaning ML and DL, fasinating at least to me. In School just went thru for passing marks but here learning to solve a business problem. Well said and put it Krish Ji, approach is not to learning Maths and Stats theories but learn what is underlying in an Algorithm. Examples, Linear Algebra (maxima and minima) is in Gradient Structures. Stats Probability is behind Naive Bayes Algorithm etc KrishJi, can you please cover topics like 1) L2 and L1 Regularizations. When to use what or significance of each 2) Standardization and Normalization: when to use what. 3) may be my personal interest is, for a given problem/Use case, how to find (Approach) the best suitable algorithm. For example, for a small data set, classification problem, best is Naive Bayes as it was found to be Stable and insensitive to Variation in data. 4) Best Algorithm for Clustering model: is it K-means always ? Hoping to hear back from you on these. Look forward for your post. Thanks Much. Good Bless Us All. Update on 22ndAug: Apologies Krish, i should have checked all your videos and Playlists. 3 and 4) points above are already covered by you months time ago. I will go thru each video to solidify my learning. In a months' time from now, i want to be ready for interviews. Hope you will consider my points 1) and 2) points. Thanks much!!! Namaskar Krish. Catch up later.

@someanimation6807 5 лет назад

I hava an applied math degree, do I have a chance to get data science job?

@VVV-wx3ui 5 лет назад

@@someanimation6807 i think its the application of these concepts to better model performance w.r.t the Usecase is the mantra. Meaning, same model might not perform as as it did in a new Usecase and also the objective determine if one has to aim at the size of the learning or the angle of curvature of the slope. Yes, applied maths will be a big plus.

@vijayakrishna07 4 года назад

L2 is what you are learning now. L1 is not for amateurs. It requires serious efforts in higher mathematical studies.

@mansitomar1065 5 лет назад

I am in my engineering, and this is just enhancing my admiration towards data science, hope you continue this. More power to you!!

@shaz-z506 5 лет назад

Hi Krish, This is a very video because there are many people who just apply machine learning API without understanding the maths behind it.

@pradeepdhanola1327 4 года назад

गुरुर्ब्रह्मा गुरुर्विष्णु र्गुरुर्देवो महेश्वरः गुरु साक्षात परब्रह्मा तस्मै श्रीगुरवे नमः Thanks for your all help 👏👏👏

@geeky_explorer9105 4 года назад

Thanks a lot, you are first one who tells that learning maths by doing algos, u reduced the time

@sujeeshsvalath 4 года назад

Deep learning for human!! Sir ur channel is a gem, u inspired me to study and demystify the AI black box.Thank you

@koffisossou4442 5 лет назад

That's very useful. Many people copy and paste code without understanding the logic...

@Girish0512 5 лет назад

You doing a wonderful job sir

@mounimouni3490 4 года назад

U r my god 🥺🙏🙏 getting clarity on my course

@amanmishra-qf2zv 5 лет назад

Thkss for u hard work.keep going sir becauseEvery data science students needs u

@muhammadtalmeez3276 4 года назад

Your method of explanation is very good. Thank you very much.

@siyabongamdlalose2804 2 года назад

Your job is amazing sir. I'm happy to be part of ur channel SA 🇿🇦

@projectbiz3687 4 года назад

You saved my life, Thank You Sir

@vikaskotwani9573 Год назад

Gradient Descent takes all the samples at once for forward and backward propagation. And , SGD will take each sample and perform forward and backward propagation . Gradient Descent takes more resource, while SGD takes more time and training will be slow.

@kishorepattnaik9430 4 года назад

I loved the way you have explained it and made it simpler for others to understand.You are a passionate Teacher

@ravinderpalsingh1625 2 года назад

You are God of mathematics sir..

@surajpowar4915 5 лет назад

Hello! I really liked the video. Utterly informative and relatable. Thank you. Keep it up.

@examsubway2034 5 лет назад

I m Happy to see that you have started using mic bcoz in your previous videos your voice was a little bit low...

@ashishhverma 5 лет назад

First of all... A very huge thank to you... Bcz you clear my confusions that how should I start learning ml... I thought that maths take a very long time to again study it... But you clear all the doubts and now I'm able to learn my ml algorithms without any hesitation... Once again Thank you so much sir..

@tanvibhosale6706 4 года назад

Thank you for introducing such an effective way of understanding !!

@yashpandey350 3 года назад

Thanks for giving me the confidence❤❤❤❤❤❤❤❤

@MrSoumyabrata 4 года назад

Thanks for sharing. This is the ultimate approach.

@nareshgovindsathe8501 3 года назад

Sir i want to learn data science but i dont know from where to start. Plz sir help me from where to start.

@krupabibhav 5 лет назад

Thank you for the video; very useful to me.

@sanjarcode 4 года назад

Thanks a lot, I using a bottom-up approach, which is very impractical.

@awakenbeast9222 2 года назад

Damn , I’m currently doing my Bechlors in math and am very familiar with the things he is speaking about .. i’m really thankful to you explaining where exactly we use math in data science its kinda interesting… Im trying to learn data science on my own as i intend to Do Ms in Data Science and your videos are really helpfull

@karanbhuva7733 4 года назад

Best👌👌👌👌.seriously i don't have any words for this video🙌🙌

@prasad844 5 лет назад

Can you please put up a video to explain the math behind SVD and how it is different with EVD?

@RajaSekharGowda 5 лет назад

U r explanation is amazing... It gives additional strength too

@anuproychowdhury9170 4 года назад

Hello sir , I recently completed my graduation with mathematics honours & preparing for m.sc ..... I want to be a data scientist ...I like it ... should I start preparing for this now or after m.sc ??

@saugatgurung3508 Месяц назад

Krish, I Know only know some of them. So, it is good enough to re-study, practice a bit of the required maths for data science, and apply with data science begin ?

@mrityunjayahiremath3951 5 лет назад

Thank you Krish. Please make more videos on maths for data science

@praveentiwari2951 5 лет назад

I like ur videos very much

@arjyabasu1311 4 года назад

This is exactly the way I study data science!!

@naveen-ib5ly 5 лет назад

bro awesome explain ot come out of math fear related to DS

@Nura853 4 года назад

Thank you! Eye opening video!

@nikitabhavsar9499 3 года назад

But we still need to learn maths in order to understand the math behind ML.... It's connected , so one has to go into detail even if one don't want to.

@shalinikanagasabapathy5914 4 года назад

GREAT WORK SIR THANK YOU

@vishaldubey3463 5 лет назад

Woooo bro fantastic really a great video

@baijuthomas3716 4 года назад

Thanks man . This made a lot of sense ..

@tamiratsolomon4655 4 года назад

Good explanation.Thank you!

@deborahoshioke1665 3 года назад

Thank you sir

@Touristtt4028 4 года назад

Thank you so much sir. Though right now I am in school (class 11 ) and I am thinking Data science as my career option but still it's very helpful for me.

@najisumahin6139 4 года назад

Hi , Iam an economics graduate..working in an MNC as data analyst. I have no idea on calculus,linear algebra etc..can you tell me how I can learn those.. before learning data science

@msgupta07 5 лет назад

Sir, You are amazing... Plz...make more videos like it....

@vinodkinoni4863 5 лет назад

thanks to clear my confuse over maths plz send feature engineering zip fie

@divyanshutripathi8897 4 года назад

Which one contains for maths? AI or data science?

@khwabvachhani2100 3 года назад

Hello, I am from India and i am currently in class 12th. Now i have this very big doubt on weather i should take B.Tec in CSE or AI. I want to persue my career in AI and i will doing till PhD. What my parents thinks that i should take CSE for B.Tec, coz if i don't like AI then i would not be left with more options, and what my side is, that i just love AI, like i literally love it. So nowaday there are some colleges which offer a B.Tec course in AI. So i have compared the curriculums of Both AI and CSE and what i found is if yoh are clear that you want to do AI then definitely you should take AI in B.Tec. So i have this confusion of what to do in my B.Tec, can you please help me through this. It would be really a great help to me. My only consern is that if i take CSE then the topics like ML, AI, digital fabrication, AI and Humanity, DBMS, Computer networks, robotics, etc. I will miss this all as strong base, as direct in master i will be having less time, if i opt for AI then i have a preety good amount of time, and other side it's a wide spectrum open to me if i take CSE, so this is what my prospective is so what should i choose?

@priyankpatel9307 3 года назад

Great brother.

@MyJules001 4 года назад

Awesome advise. Thanks

@himanshusoni4230 5 лет назад

I dont have knowledge of these topics of maths then In this case should i go with to first learn maths concept and its application??

@username-notfound9841 5 лет назад

Start with the theory of the algorithm and understand what it is that you're trying to do. Then, delve into the steps, each and every step is related to math, one way or the other - normalising, regularisation etc - because everything in a model is numerical transformation which then progresses to some kind of optimization.

@shubhammishra8686 5 лет назад

Nice video krish Bhai..r u planning to prove training

@sahilsachdeva5303 3 года назад

Hey brother, do you work in Google?? You have very deep knowledge , I can see the way you teach.... BTW I'm not from this background... But still I can say...

@ZUBINABRAHAM 3 года назад

Thanks it was very useful :)

@balasakthivel4792 5 лет назад

Thanks sir for your guidance

@SantoshSingh-et5md 4 года назад

How is the springboard online course for data science? Please suggest....

@AliHaidar-zw1jx 4 года назад

Sir plz reply me where we study these all concept who teaches this linear alg statistics Numerical analysis where we study where are make my concept and how we use every concept in daily life /data science Plz any who teach this all ... Plzz sir tell me iam waiting

@aniketpandey5725 5 лет назад

bro i just your work keep going

@boss8rock 5 лет назад

please can u explain in details regards to specific topic (reverse engineering) from ML > how maths is used > use case ? solve it

@shakiz 5 лет назад

Wah Kirsh bhaiyaa, the best explanation i've seen so far :)

@scientistviaan7602 5 лет назад

Gd Mrng All and krish Please reply I have simple question that is Data science course from DATACAMP offer any job for me. My self B. Tech (ECE ) 2010 Msc. Maths 2020 and Teaching Electronic in a Polytechnic college (from 2012) , (graph of college is going downwords in terms of salary and acadmic) is also taking small coaching for Maths till 12th . Please suggest Above conditions insist me to think..

@3a8eelooo Год назад

I'm planning to study masters in data science... but when I saw this... many people say its simple... idk why I find it hard. Now im doubting... should I do data science? Or should I look for something else

@Joe-us8kq 7 месяцев назад

What did you do at the end?

@dhaariniguns7305 4 года назад

Hi ...I have quit my job and was working in Data warehousing (ETL,SQl ,shell scripting ) before 3 years and for 5 years. I am interested in Machine learning.if I complete online courses,is there possibilities for me to get job?

@beautifulmemoriesoflittles9732 5 лет назад

I completed MSc (Mathematics) doing research also..how to get the data scientist job..i need any other course?? tell about other kind of job opportunity in company field sir

@soumyareddy1268 4 года назад

Am also same

@mdirshad7443 5 лет назад

Can you please explore more on these topic because am not getting proper videos for all these topics ..thanks in advance

@abhaytiwari6411 4 года назад

I am your big fan make video on data visualization

@PankajMishra-hm4pd 4 года назад

HI Krish, I m working as RPA Solution Architect. Now choosing Data Science as next domain to move on. Does it fine for me?

@NJ_Meitei 5 лет назад

Any suggested comprehensive books regarding role of mathematics in data science

@bharathsiva6587 5 лет назад

Thanks a lot.......Help us more .. ..

@vivekdhokate3292 4 года назад

Dear sir, 1) I have my background with mechanical engineering can I do the data science? 2) And can only doing the any data science certified cource of few months will work to enter into this career?

@modernmogli5155 5 лет назад

When i was performing Excel sheet validation , i literally learned and understood the whole maths and stat learned during college

@sivaramreddynarreddy4169 5 лет назад

What is your approach for learning maths while doing excel? Share ur inputs

@modernmogli5155 5 лет назад

@@sivaramreddynarreddy4169 its more of how the formula works with actual data and not just x y and z

@ashutoshsingh9930 4 года назад

Where we can apply whatever we have learned in Maths?

@fardeensiddiqui2273 2 года назад

A student have degree from Commerce like (B.Com without math) can learn data science? And how much chances that he take a good/Average job?

@basireddyvenkataramanaredd8857 5 лет назад

For Data Science..,Linear Algebra, Calculus & Stastics is mandatory ...?

@louerleseigneur4532 3 года назад

Thanks Buddy

@rahulsanap4 5 лет назад

Hello sir can you tell me about jobs related to artificial intelligence, machine learning....how much jobs are available in india for artificial intelligence, machine learning ?? I have only doubt about jobs section....can you please tell me in detail ???

@JosephRivera517 4 года назад

This is so great, very informative.

@mrsnawaz801 4 года назад

@lalithajakkula4819 3 года назад

Sir Iam poor in maths subject but I am interested in learning coding and programming my doubt is that is coding and programming totally depends on the maths

@akshayakumars2814 3 года назад

First of all, coding and Programming both are same,.

@souvikmondal4932 4 года назад

Hello sir,i'm B.sc graduate (general) and now i can't figure out what is the next step to be a data scientist.can you please guide me

@SanthoshFabre 5 лет назад

Thank yo sir.. very helpful

@srinivasatondapi4439 2 года назад

Sir.. i am commerce student and working as accountant, can I takeup data science

@raghavendra4955 5 лет назад

Hi sir.. What is the role of phython in data science?

@rishisharma5249 5 лет назад

All the maths is included in python in way of its libraries

@VVV-wx3ui 5 лет назад

Python is a language build on Open-Source. At present the best for implementing ML due to its rich source of Libraries to cover Maths, Stats, OS Opeartions etc. I think the upcoming AI/ML language is Julia. May be @Krish Ji can share more.

@currentbulb9955 5 лет назад

Bro I'm a commerce student to be frank I don't remember all this topics of maths , could you please advise should I study the basic first or directly try to understand the algorithms.

@pritamdas159 5 лет назад

Same issue with me...

@pragathi068 4 года назад

Yes you have to study basics first and then step on to problem solving

@pradeexsu 4 года назад

Krishna bhaiya, Probability should also be there ?

@syedsarwarullahhussaini412 2 года назад

Hi Krish I'm totally poor at maths and even there must be so many like me, therefore, could you please suggest from where should we begin & please make a separate video on this topic it's a humble request. Krishhhhhhhhhhhhhhhhhhhhhhhhi

@maheshreddybodanapalli7360 5 лет назад

Tq u a lot

@pankajchouhan5472 5 лет назад

Thanks sir

@cutyoopsmoments2800 5 лет назад

Bro, as always u r fab.

@shashankgupta2973 4 года назад

Sir from where we get use case to understand all these concepts

@NEHASINGH-gb8lz 4 года назад

Hi krish I am from medical background but working as data analyst on clinical data will company take me as data scientist

@zeffali352 4 года назад

This video is gem sir can u please pleasee give me a road map m very curious to learn.. It will save a lot of my time a simple road map which i cam follow