Hello All, Few important point I really want to make in this interview 1. Always hear and understand the complete question that is being asked. 2. Always try to answer to the point. 3. If you do not know something, please tell the interviewer u dont know. It is ok to say u dont know instead of hitting around the bushes. 4. Do not be rude or show attitude in front of the interviewers. They are hiring you to run a company. Definitely with this attitude you will never be able to clear any interviews in life unless you know someone in the company personally. Please take this feedbacks. It will definitely help you all :) Happy Learning!!
Sir I just want to say something. After interviewing these kind of candidates, please clearcut feedback to the audience. Sudhanshu sir is repeatedly saying this guy is an expert in deep learning to make him feel good. But from what I could see from the interview, this guy doesn't even know the fundamentals. Even for the questions you asked, there were no technical answers. He is just playing with the buzzwords. And when you ask why you chose this method, he says 'keras creator Bhai ne aisa bhola, tho Maine kiya'. He doesn't even understand the reason why he chose a particular method. And when you asked about didn't you learn transformers before Bert, he says there is no need....this is just like saying 'abhi multiplication hi tho Karna hai, tho why learn addition?' Are Bhai tum addition Nahi pada tho multiplication kaise samaj liya?!! And when you told him to first listen to what the interviewer is saying...he is like 'ya many people tell me that I am very fast' as if you people are not able understand what he is saying because you are not as fast in thinking as he is...
Krish was keep on trying to help Paul him to understand his experience approach in learning things but ha ha Paul he is in his space of learning ways. It was informative interview for first 40 mins. I always love Sudhanshu cool knowledge person and Krish just helps everyone. One thing I would say paul being fresher not taking his time to listen rather intention to ans. Listening is important skill always in any field. It helps talk ans in few words for any question. Good one overall , thanks Krish , sudhansu, Paul
I think Paul's attitude of not learning math and jumping to implementation can be lethal in the long run. If one calls himself "Data Scientist", he should understand the fundamentals behind an algorithm he's using, anyone can call an API and fit a model, there is no effort in that,even a non technical person can do that, and beside, what happens when there is no available open source implementation and you need to go through a research paper(happens quite often) for a specific domain, I think math and fundamentals should be the first priority.
aftet 39:14, it didn't sounded like it's a fresher interview and rather a one on one conversation with a friend or a podcast which is absolutely fine and I actually enjoyed that both the parties are trying to prove their points but it's a request to Krish sir and Sudhanshu sir that next time please take interview of an actual fresher and not an expertise like in this case as it doesn't give a good idea that how an actual fresher will give interview. In my definition, a fresher is someone who has done some work in ML or DL in our case and now applying for internships or just graduated, typically a 3rd year or 4th year graduate. Hope this message reaches Krish sir and Sudhanshu sir😃
Hey, I don't think this guy even has the knowledge of a fresher. How come you find this guy an expert? He is just using models developed by others to generate results without knowing what's happening. It's just like using a calculator add two numbers and then claiming that 'I know addition'. If this guy doesn't change his approach, he is going to reach nowhere... that's for sure. He is citing examples of pioneers in the field like a history student speaks about kings and philosophers. He is fascinated by them, but doesn't want to take the pain to learn the tech...he is more interested on the stories
Paul is the kind of person who will be ready to build anything with DL. This man loves it so much. This is VERY BAD. This shows how NOT to approach a problem. A good data scientist knows when to/not to use ML and/or DL. It was not an interview but was like a debate tbh. Thank you for uploading this.
I felt like this one is an experienced interview and in comparison to this virat's one was close to a fresher....On a positive side he has learnt a lot during a small stint which is very good...but even if it was a dummy interview , attitude was totally 0. Even if you have 100% knowledge but 0 respect towards interviewer you won't be selected. But, totally appreciate the efforts and time taken by everyone..
What a fabulous effort from Krish. I am looking forward for more contents like this. Ps: Paul, When someone speaks, try not to interrupt. Let them talk/ask/comment, then you say. Just a suggestion.
After watching this interview I want to say something. Maybe I don't have much knowledge in the area in which you are working and vice versa but if you are going for an interview as an Interviewee... Again as an interviewee... Then you have to follow some protocols ... Actually, these are the etiquettes of an interview. 1. You are going for an interview .. you are going to show your knowledge that you have.. it is totally fine that you do not know about some techniques or something or you don't get a chance to work on it ... But when the interviewer asks you about those things those techniques you didn't work previously or you didn't come across.. say him ...sir I didn't work on it or I don't know about it instead of saying that this technique will not be required based on the techniques you know and without having proper knowledge of the technique interviewer asks you... 2. The second thing is that Don't say mathematics is not needed even though you didn't face situations dealing with mathematics but some or other day you have to deal with it and accept it ... Every domain needs mathematical concepts for solving their problems. Each and everything is revolving around mathematics... Mathematics is the backbone of all the algorithms. Mathematics is the one which gives a solution to the problem .. language or libraries are only the way of implementing those solutions. How can you say that this algorithm works better than others if you don't know the mathematics behind it... if you don't know the problem-solving approach of algorithm which is again given by the mathematical concepts or you just say it performs better by seeing the time taken by algorithms? But see, time taken by the algorithm again comes from the mathematical approach used in it ... So ultimately you are dealing with mathematical concepts all the time... 3. Listen properly before jumping on the answers.. it sometimes looks that you just prepared for the answers while picking words from the questions. 4. And last but not least .. Respect interviewer .. if you carry an attitude of answering a question that is against the above mentioned three points... It sometimes looks that you are disrespecting interviewer and you intensionally make him feel bad. it's not about him only but it's not good for you .. you are going there to get the job opportunity.. not defending those that you know and don't give importance to those which you don't know. ... Be humble.. and accept that you don't know all the things even you cannot know all but maybe the things you don't know would work better ..... And finally... Not all the days are yours... Unintentionally you behave like this because of nervousness or overconfidence or something else... Sorry for this long comment...
Paul, this is for you! it seems you took DS for your time pass and for money earning domain till you do masters. Please dont say that you are a data scientist until you realise math is core behind it. at the EOD computer itself boolean algebra- zeros and ones. Small piece of advice , at-least please act like formal ,serious in upcoming interviews even if its a dummy. i am sure if you show this attitude in real interview you wont be selected. All the best! and don't think what ever you did is cool today because its not....
My 2 cents: * Please try to make these interviews a little more formal/serious. By that, I don't mean scare the person but be close to the real-life scenario. * Sudhanshu was mentoring Paul and hence Sudhanshu had the opportunity to observe him over the period of time, that's why he was able to see his exceptional tech skills and he can see he completes the task. But in an interview, the interviewer will not have that much time. And in such scenario, if the interviewee will cut the interviewer like this on these many occasions without listening to the questions! I am not sure how much inclined an interviewee will be to hire ( no offense to anyone - just mentioning so that no one picks up this trait). Appreciate that Krish took some serious role replay and personally, I agree with Krish regarding Maths and starting from basic at least while in the early phase of your career. I am a Tech Program and Product Manager and I have seen the situations that Krish was mentioning happening in my company. But I do understand Paul is a fresher and most likely in future he will face situations where he will understand the need for Mathematics and basics - and he is referring to Jeremy Howard, please go through his life and work, he too built the foundation first. Everyone has his own view so it's fine just that I would prefer someone who is open for possibilities and would have answered to Krish " yes this might be the case but I haven't faced it till now :) ". Having said all, I appreciate the work Krish and Sudhanshu are doing. Have been following Krish for a long time and recently started following Sudhanshu/iNeuron (have joined DL CV/NLP course too).
Hi Krish. First of all, I love all your videos. It is tough to find such detailed explanations anywhere nowadays for freshers. So, thank you so much. Secondly, Paul if you are seeing this, I would like to say that I respect your approach to handling things top-down. In my company too, I had to make sure the deliverables were on time, and I really couldn't focus much on mathematics but that doesn't mean that mathematics is not needed. I also took technical interviews in my last company and I would any day pick up a data scientist who might know only a few algorithms but is well versed with mathematics over someone who knows 30-40 algos but not how they work. I have seen people who have implemented Random Forests 100 times but still don't know what "random" in the random forest means. Just don't feel let down by any comments. I was just like you a few months back until I started watching Krish's videos and realized how important mathematics is. Let's just say that the overall time taken for me to decide on models has gone down so much. Just an open-ended question that might change your mentality: How do you know what will be the output size of the image from the convolutional layer if I pass a 32x32 image with everything else default?
Even if being a fresher , we have to deal with the mathematics behind it, interviews in big giants such as Mercedes, Qualcomm, Microsoft etc always deep dive into mathematics because they know at the end of the day we have to read the research papers and implement things. If we don't know the math behind it we will be in a world full of illusion. There is even a question on how backpropogation works in max pooling layers of CNN ? This question is asked by Mercedes in IIT Bombay placements (Just giving u people a perspective). Maths is important and U CANT ESCAPE IT !!!
Interview was worth watching. But we cannot call this an fresher interview because paul is already working in ineuron and he started the interview by describing the experiance at ineuron.
krish .. ..Y don't to plan to do more of simple interviews with basic questions.. This didn't seems to fresher interview .. Paul sounds experienced.. I got scared even freshers are questioned so hard.
Hi @Krish, Nice video. The way you ask question was amazing. During interview you asked some of the questions like 1. How to load model faster in the particular case face reg example 2. Issues while converting smaller images to large? may be you can do some video and discuss common real time issues and how to address.
Paul looks like he is interviewing krish not otherwise.. why such arrogance when you have gone for the interview.. It seems like he lacks interpersonal skills badly. I would recommend you guys to start providing your feedback or assessment of the interview and provide scope of improvement to the candidate. That will help us also in how people are analyzed.
@@krishnaik06 pls accept my recommendation as I said. 1) Take the interview for an hour or anything and note wherever the candidate says right or wrong 2) Then start second section of feedback on interview in which candidate to remain silent and you both start giving your feedbacks individually for all the noted points . 3) This will help us in our analysis and also in do's and don'ts. I thank you again for the efforts you are taking to help us.
Hi, this is really helpful... thanks for this video.. one request would be to have someone in fresher who has really no experience in datascience but has done just a course in it... here this person already has some work experience which he can talk about... please make a video of some person who is from a different background like maybe testing / qa or marketing etc... and has done some course in datascience and wants to enter this field
Paul is extremely good in technology, but he needs to improve his skills with respect to how industries work in terms if costing and stuff.. May be he will develop them in future... He is an young blood now and thinks anything is possible :) Good interview anyways :) And a little humility from Paul would be appreciated !!!
After watching him for just 7 minutes i paused...Even i am giving a casual or practice interview to my friend,I keep my mind completely maintained to be in a professional way. But he is in something very high...
Interview of experience person in any other domain, and then who is trying to make a transition saying some 1+exp in data science and rest in their own domain .such interview will be useful for ppl trying to make transition.kindly help in this kind too.
42:50 Reminds of IIT Bombay Datatathon where they gave only 12 data points for cvid Time Series prediction, only Prophet and ARIMA resulted in good results
Let alone work environment, he mentions that he would go for masters. There's literally no program, absolutely no MS program which is going to involve no maths or minimal maths. Even if it's not MS, and something like MIS or MSBA, there would be a lot of mathematics involved. I don't know how he ended up with such an opinion. And he's talking about not having fundamental mastery over the basic data structures and algorithms? How is he going to thrive in *any* master's program in the world?
This interview was amazing !! Seriously.. I got to learn many things from here..I have noticed Krish asked 3 basic questions to Paul regarding ml deployment, classfication problem and NLP and when paul didn't know them he is just simply go round n round and taking scenarios so seriously.. just tell them that u didn't know or u didn't face these situations or most likely solutions if you know them... Otherwise Paul is very very talented..and by hearing him we know how much he liked doing work in DL,CV .. awesome interview ! Thanks Krish and sudhanshu for taking Paul and make us entertained 😂😉
Heyy yaar. Seriously i m a fresher a 3rd year btech jadavpur university student. At 56:00 just see how krish is helping and making him understand he is just like implementing. And also what he said at 56:40 maths is not important and he is talking abut Jeremy bro just read his history and past work! Also Paul listen listen to people who r elder to u! :) Also don't move chair:)
Paul is very lucky that he got hired with only knowledge of computer vision DL. Now a days startup companies are hiring those peoples only who are good at every thing like ML, DL, NLP etc.
Crazy Paul:: Paul there is no these frameworks like tensor flow or pytorch then we need to implement those alogithms from scratch(so we neeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeed maths to code)
Hezz too too arrogant, moreover he just want to be superior in terms of everything, sudhanshu and krish are much much senior from him in terms of knowledgeable as well as experience and paul was like .. Listen krish krish Krish krish .. sudhanshu sudhanshu.. One advice to paul- treat your seniors like seniors and they had gave you the chance.... Your statement-" why not i should give the chance to ineuron" this was sick😑
paul has knowledge but it is worthless in big area. his thinking is just implementing which is so bad for critical situation. when he will be more senior he will fell how important the concept before implementing anything and the inner mathematical term . listening is a fine art it is the most powerful the learning . i think paul should change his theory otherwise he will in problem and at a time he will not overcome the situation. he is thinking he knows more but actually he have not any deep knowledge of anything .
@@krishnaik06 Sir, u handled it really well and he is not respectul to you he think he knows to much I have friends which are more experienced than him and want to do Masters in data science and they said too that mathematics will help not just in data it helps and solves everything and we should knw about it.. this guy is definitely see this in future when someone takes down his proud .
Krish this was like a comedy show, this paul is not training a model, no mathematics, not reading journals and using ready available models not understanding anything in deep in deep learning... bt ur channel is fresh with good explanation... Being an NLP engineer... I expect to see NLP series too....
Thank you sir, it's a great initiative taking by you both. It's helping me. My feedback is, please, make it more structured and formal , and try to make it more close to real interview. Lastly, I must say Paul is not a fresher.
At the start of the interview, I noticed that Paul appeared overconfident and was not properly seated. His chair was continuously moving, which I think should not have happened.
I was seeing the recorded version and it's pretty annoying to see so many ads coming in between. But I really love your efforts Krish Sir and Sudhanshu sir.
There is a contradiction by Paul. At one place in communication with Krish he said, what is the point of knowing mathematics only if one can't write code for this. So he is more focussed on developing applications than mathematics. Later while responding to Sudhanshu about the importance of DS and Algo, he said "Anyone can write code but one should know what is the optimised time, ..." I believe it is the biggest blunder one can do in the interview.
Communication skills and Attitude are extremely important to be able to work in a team. Please try to improve your technical skills as well as communication skills. Often the candidates are tested on personality and attitude before getting hired. You can check our channel for lessons on Job Interview Skills Training.
Paul is good at computer vision maybe.. But he doesnt the basic.. Its the company's vision he has to full fill haha he is young and looks not so flexible to listen.. He just go by easy to do and speaks like a devops engineer more than a data scientist.. Skipping Maths is nuts
Few points to Paul. 1. Your body language is very bad. You are most of the times swaying your chair. This shows you are not serious about the interview. 2. You never listen to the complete question. This shows you don't have patience to listen and understand the question completely. 3. Your answers are never to the point. You are only trying to beat around the bush with whatever little you know related to deep learning. 4. Since you are already working with Sudhanshu and Krish, you do not have the seriousness of an interview. Looks like you are thinking it's a discussion over a cup of coffee. 5. Some of your answers look very innocent but when you try to argue or convince it looks like you are arrogant. For example. Maths is not important. You say coding is important end of day. How will you code if you do not know the maths behind it? If I ask you to add 2 numbers, how will you know that sum function will work if you don't know what is addition? 6. With the above points adding to your communication skills, even if you do either a Masters or PhD nobody would hire you. 7. I would personally have hired a graduate student and trained him if he had the right attitude and good communication skills. 8. One more thing. You always kept saying OK at end of a sentence. It sounds like you are ordering or imposing on the interviewer. 9. It is clearly evident that you have some pre-assumptions about a lot of things which is deep rooted in your mind. This is blocking your learning. You need to come out of those deep rooted assumptions and have a open mind to learn. 10. Always note that Maths and Statistics are the basis for any ML/DL technology. Even long before computers were invented, many statisticians would perform linear regression with paper and pen. You should first learn ML thoroughly and then move to learn DL. Hope you work on these things which will surely help you in your long term career. Please do not think its demotivation. Take it in the right spirit.
@Krish What was the answer you were expecting for the question - EC2 instance gets in to sleep mode and in turn response time is slow, How to prevent it?
Just like to tell Paul this attitude will not help in long run and bro you are missing the most important part of any Interview and company you will work that is 'Listening'... You need to improve this quality on top list...
Hello All,
Few important point I really want to make in this interview
1. Always hear and understand the complete question that is being asked.
2. Always try to answer to the point.
3. If you do not know something, please tell the interviewer u dont know. It is ok to say u dont know instead of hitting around the bushes.
4. Do not be rude or show attitude in front of the interviewers. They are hiring you to run a company. Definitely with this attitude you will never be able to clear any interviews in life unless you know someone in the company personally.
Please take this feedbacks. It will definitely help you all :) Happy Learning!!
Nice tips sir!!! Can you make a video on how to make AI assistant like Alexa or Siri with deployment???
Thanks
Totally agree.. I really appreciate your patience in this interview..
This was so hard to watch
Sir I just want to say something. After interviewing these kind of candidates, please clearcut feedback to the audience. Sudhanshu sir is repeatedly saying this guy is an expert in deep learning to make him feel good. But from what I could see from the interview, this guy doesn't even know the fundamentals. Even for the questions you asked, there were no technical answers. He is just playing with the buzzwords. And when you ask why you chose this method, he says 'keras creator Bhai ne aisa bhola, tho Maine kiya'. He doesn't even understand the reason why he chose a particular method. And when you asked about didn't you learn transformers before Bert, he says there is no need....this is just like saying 'abhi multiplication hi tho Karna hai, tho why learn addition?' Are Bhai tum addition Nahi pada tho multiplication kaise samaj liya?!!
And when you told him to first listen to what the interviewer is saying...he is like 'ya many people tell me that I am very fast' as if you people are not able understand what he is saying because you are not as fast in thinking as he is...
Paul i want to tell you one thing, To be a good speaker, be a good listener first.
Came here for learning, stayed for the entertainment :D
what a one liner .....can use this in ajay devgans movies
😂😂😂
This guy is the perfect example of what not to do during an interview. He's so full of himself and if he represents his company outside, it's a pity!
Krish was keep on trying to help Paul him to understand his experience approach in learning things but ha ha Paul he is in his space of learning ways. It was informative interview for first 40 mins. I always love Sudhanshu cool knowledge person and Krish just helps everyone. One thing I would say paul being fresher not taking his time to listen rather intention to ans. Listening is important skill always in any field. It helps talk ans in few words for any question. Good one overall , thanks Krish , sudhansu, Paul
Just put this person (Paul) infront of srikant sir... I wish srikant sir was also here...
lol yes.
when ever he says " *Ok See* " my anger level goes to top level.
Sudhanshu sir to krish be like today is your chance to be on fire. still paul handled very well...
I think Paul's attitude of not learning math and jumping to implementation can be lethal in the long run. If one calls himself "Data Scientist", he should understand the fundamentals behind an algorithm he's using, anyone can call an API and fit a model, there is no effort in that,even a non technical person can do that, and beside, what happens when there is no available open source implementation and you need to go through a research paper(happens quite often) for a specific domain, I think math and fundamentals should be the first priority.
aftet 39:14, it didn't sounded like it's a fresher interview and rather a one on one conversation with a friend or a podcast which is absolutely fine and I actually enjoyed that both the parties are trying to prove their points but it's a request to Krish sir and Sudhanshu sir that next time please take interview of an actual fresher and not an expertise like in this case as it doesn't give a good idea that how an actual fresher will give interview. In my definition, a fresher is someone who has done some work in ML or DL in our case and now applying for internships or just graduated, typically a 3rd year or 4th year graduate. Hope this message reaches Krish sir and Sudhanshu sir😃
Sure
sure
@@krishnaik06 your smile while he's explaining something 😂😂😂
Hey, I don't think this guy even has the knowledge of a fresher. How come you find this guy an expert? He is just using models developed by others to generate results without knowing what's happening. It's just like using a calculator add two numbers and then claiming that 'I know addition'. If this guy doesn't change his approach, he is going to reach nowhere... that's for sure.
He is citing examples of pioneers in the field like a history student speaks about kings and philosophers. He is fascinated by them, but doesn't want to take the pain to learn the tech...he is more interested on the stories
Paul is the kind of person who will be ready to build anything with DL. This man loves it so much. This is VERY BAD.
This shows how NOT to approach a problem. A good data scientist knows when to/not to use ML and/or DL. It was not an interview but was like a debate tbh. Thank you for uploading this.
nobody :
Sudhanshu sir: where is my popcorn!!!
😂😂😂
😂😂😂😂😂😂
LOL
Paul has so much knowledge. I am so impressed
I felt like this one is an experienced interview and in comparison to this virat's one was close to a fresher....On a positive side he has learnt a lot during a small stint which is very good...but even if it was a dummy interview , attitude was totally 0. Even if you have 100% knowledge but 0 respect towards interviewer you won't be selected.
But, totally appreciate the efforts and time taken by everyone..
I always wanted to know more about Paul because I also think he is highly experienced , he is fantastic with his work. Great interview 👍
What a fabulous effort from Krish. I am looking forward for more contents like this.
Ps: Paul, When someone speaks, try not to interrupt. Let them talk/ask/comment, then you say. Just a suggestion.
After watching this interview I want to say something. Maybe I don't have much knowledge in the area in which you are working and vice versa but if you are going for an interview as an Interviewee... Again as an interviewee... Then you have to follow some protocols ... Actually, these are the etiquettes of an interview.
1. You are going for an interview .. you are going to show your knowledge that you have.. it is totally fine that you do not know about some techniques or something or you don't get a chance to work on it ... But when the interviewer asks you about those things those techniques you didn't work previously or you didn't come across.. say him ...sir I didn't work on it or I don't know about it instead of saying that this technique will not be required based on the techniques you know and without having proper knowledge of the technique interviewer asks you...
2. The second thing is that Don't say mathematics is not needed even though you didn't face situations dealing with mathematics but some or other day you have to deal with it and accept it ... Every domain needs mathematical concepts for solving their problems. Each and everything is revolving around mathematics... Mathematics is the backbone of all the algorithms. Mathematics is the one which gives a solution to the problem .. language or libraries are only the way of implementing those solutions. How can you say that this algorithm works better than others if you don't know the mathematics behind it... if you don't know the problem-solving approach of algorithm which is again given by the mathematical concepts or you just say it performs better by seeing the time taken by algorithms? But see, time taken by the algorithm again comes from the mathematical approach used in it ... So ultimately you are dealing with mathematical concepts all the time...
3. Listen properly before jumping on the answers.. it sometimes looks that you just prepared for the answers while picking words from the questions.
4. And last but not least .. Respect interviewer .. if you carry an attitude of answering a question that is against the above mentioned three points... It sometimes looks that you are disrespecting interviewer and you intensionally make him feel bad. it's not about him only but it's not good for you .. you are going there to get the job opportunity.. not defending those that you know and don't give importance to those which you don't know. ... Be humble.. and accept that you don't know all the things even you cannot know all but maybe the things you don't know would work better .....
And finally... Not all the days are yours... Unintentionally you behave like this because of nervousness or overconfidence or something else...
Sorry for this long comment...
Thank you mam for your tips😄👏
We should thank writing this big comment 🤝
True 👌
Appreciate your feedback and totally agree with you
@@sudhanshuedu Thank you Sir for appreciation 🙏
"What I cannot create, I do not understand" -- Richard Feynman
Paul, this is for you! it seems you took DS for your time pass and for money earning domain till you do masters. Please dont say that you are a data scientist until you realise math is core behind it. at the EOD computer itself boolean algebra- zeros and ones. Small piece of advice , at-least please act like formal ,serious in upcoming interviews even if its a dummy. i am sure if you show this attitude in real interview you wont be selected. All the best! and don't think what ever you did is cool today because its not....
My 2 cents:
* Please try to make these interviews a little more formal/serious. By that, I don't mean scare the person but be close to the real-life scenario.
* Sudhanshu was mentoring Paul and hence Sudhanshu had the opportunity to observe him over the period of time, that's why he was able to see his exceptional tech skills and he can see he completes the task. But in an interview, the interviewer will not have that much time. And in such scenario, if the interviewee will cut the interviewer like this on these many occasions without listening to the questions! I am not sure how much inclined an interviewee will be to hire ( no offense to anyone - just mentioning so that no one picks up this trait).
Appreciate that Krish took some serious role replay and personally, I agree with Krish regarding Maths and starting from basic at least while in the early phase of your career. I am a Tech Program and Product Manager and I have seen the situations that Krish was mentioning happening in my company. But I do understand Paul is a fresher and most likely in future he will face situations where he will understand the need for Mathematics and basics - and he is referring to Jeremy Howard, please go through his life and work, he too built the foundation first. Everyone has his own view so it's fine just that I would prefer someone who is open for possibilities and would have answered to Krish " yes this might be the case but I haven't faced it till now :) ".
Having said all, I appreciate the work Krish and Sudhanshu are doing. Have been following Krish for a long time and recently started following Sudhanshu/iNeuron (have joined DL CV/NLP course too).
Completely agree
Don't know why, I did not like the way he is answering.. he is feeling like he knows everything
Hi Krish. First of all, I love all your videos. It is tough to find such detailed explanations anywhere nowadays for freshers. So, thank you so much.
Secondly, Paul if you are seeing this, I would like to say that I respect your approach to handling things top-down. In my company too, I had to make sure the deliverables were on time, and I really couldn't focus much on mathematics but that doesn't mean that mathematics is not needed. I also took technical interviews in my last company and I would any day pick up a data scientist who might know only a few algorithms but is well versed with mathematics over someone who knows 30-40 algos but not how they work.
I have seen people who have implemented Random Forests 100 times but still don't know what "random" in the random forest means. Just don't feel let down by any comments. I was just like you a few months back until I started watching Krish's videos and realized how important mathematics is. Let's just say that the overall time taken for me to decide on models has gone down so much.
Just an open-ended question that might change your mentality:
How do you know what will be the output size of the image from the convolutional layer if I pass a 32x32 image with everything else default?
Even if being a fresher , we have to deal with the mathematics behind it, interviews in big giants such as Mercedes, Qualcomm, Microsoft etc always deep dive into mathematics because they know at the end of the day we have to read the research papers and implement things. If we don't know the math behind it we will be in a world full of illusion. There is even a question on how backpropogation works in max pooling layers of CNN ? This question is asked by Mercedes in IIT Bombay placements (Just giving u people a perspective). Maths is important and U CANT ESCAPE IT !!!
Sir. Please do interview sessions for career transition people like software testers. So that it would be helpful.
Not every time you need a sword to cut a cake , knife is enough. :) ML vs DL
my hand is enough
@@magelauditore333 A finger is enough.
Itna iss bande ko knowledge and skills hai.. but he lacks behaviour and patience 😂😂
Exactly 😂
Interview was worth watching. But we cannot call this an fresher interview because paul is already working in ineuron and he started the interview by describing the experiance at ineuron.
Comedy Nights with Paul.
I respect his knowledge but he just don't want to admit that he don't know this stuff.... it ain't good.
krish .. ..Y don't to plan to do more of simple interviews with basic questions.. This didn't seems to fresher interview .. Paul sounds experienced.. I got scared even freshers are questioned so hard.
Enjoyed this interview
Paul is not seems like he pass out in 2018 he looks older than sudhanshu and Krish😄😄😄
Well interview is fine
I really didnt like paul's attitude from the beginning of Interview. Most irritating part is he continuously rotating on his chair.
Damn! man that guy is constantly moving 😆😆😆😆
51:40 At this time he knew he f... up 😂😂
38:54 shudhanshu sir maze le rahe hai😂
This Guy is polished without core just like Glass
Hi @Krish, Nice video. The way you ask question was amazing. During interview you asked some of the questions like
1. How to load model faster in the particular case face reg example
2. Issues while converting smaller images to large?
may be you can do some video and discuss common real time issues and how to address.
Paul looks like he is interviewing krish not otherwise.. why such arrogance when you have gone for the interview.. It seems like he lacks interpersonal skills badly.
I would recommend you guys to start providing your feedback or assessment of the interview and provide scope of improvement to the candidate. That will help us also in how people are analyzed.
Probably with this attitude he will never get hired anywhere
@@krishnaik06 pls accept my recommendation as I said.
1) Take the interview for an hour or anything and note wherever the candidate says right or wrong
2) Then start second section of feedback on interview in which candidate to remain silent and you both start giving your feedbacks individually for all the noted points .
3) This will help us in our analysis and also in do's and don'ts.
I thank you again for the efforts you are taking to help us.
Sure
After 7 months Paul is doing live sessions on the channels ...,Real Success ..🔥🔥🔥
Hi, this is really helpful... thanks for this video.. one request would be to have someone in fresher who has really no experience in datascience but has done just a course in it... here this person already has some work experience which he can talk about... please make a video of some person who is from a different background like maybe testing / qa or marketing etc... and has done some course in datascience and wants to enter this field
yes sure we will do it on Friday session
Paul is extremely good in technology, but he needs to improve his skills with respect to how industries work in terms if costing and stuff.. May be he will develop them in future... He is an young blood now and thinks anything is possible :) Good interview anyways :) And a little humility from Paul would be appreciated !!!
thank you
Worth watching! But the title shouldn't be data science interview.. it's more on dl and deployment..
41:52
No Problem ok I will sell sudhashu property and Do Construct Model with DL .
After watching him for just 7 minutes i paused...Even i am giving a casual or practice interview to my friend,I keep my mind completely maintained to be in a professional way. But he is in something very high...
Interview of experience person in any other domain, and then who is trying to make a transition saying some 1+exp in data science and rest in their own domain .such interview will be useful for ppl trying to make transition.kindly help in this kind too.
42:50 Reminds of IIT Bombay Datatathon where they gave only 12 data points for cvid Time Series prediction, only Prophet and ARIMA resulted in good results
Let alone work environment, he mentions that he would go for masters.
There's literally no program, absolutely no MS program which is going to involve no maths or minimal maths.
Even if it's not MS, and something like MIS or MSBA, there would be a lot of mathematics involved. I don't know how he ended up with such an opinion.
And he's talking about not having fundamental mastery over the basic data structures and algorithms? How is he going to thrive in *any* master's program in the world?
This interview was amazing !! Seriously.. I got to learn many things from here..I have noticed Krish asked 3 basic questions to Paul regarding ml deployment, classfication problem and NLP and when paul didn't know them he is just simply go round n round and taking scenarios so seriously.. just tell them that u didn't know or u didn't face these situations or most likely solutions if you know them...
Otherwise Paul is very very talented..and by hearing him we know how much he liked doing work in DL,CV .. awesome interview !
Thanks Krish and sudhanshu for taking Paul and make us entertained 😂😉
Heyy yaar. Seriously i m a fresher a 3rd year btech jadavpur university student. At 56:00 just see how krish is helping and making him understand he is just like implementing. And also what he said at 56:40 maths is not important and he is talking abut Jeremy bro just read his history and past work! Also Paul listen listen to people who r elder to u! :)
Also don't move chair:)
Paul is very lucky that he got hired with only knowledge of computer vision DL. Now a days startup companies are hiring those peoples only who are good at every thing like ML, DL, NLP etc.
Yes u r right
Crazy Paul:: Paul there is no these frameworks like tensor flow or pytorch then we need to implement those alogithms from scratch(so we neeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeed maths to code)
Hezz too too arrogant, moreover he just want to be superior in terms of everything, sudhanshu and krish are much much senior from him in terms of knowledgeable as well as experience and paul was like ..
Listen krish krish Krish krish .. sudhanshu sudhanshu..
One advice to paul- treat your seniors like seniors and they had gave you the chance....
Your statement-" why not i should give the chance to ineuron" this was sick😑
paul has knowledge but it is worthless in big area. his thinking is just implementing which is so bad for critical situation. when he will be more senior he will fell how important the concept before implementing anything and the inner mathematical term . listening is a fine art it is the most powerful the learning . i think paul should change his theory otherwise he will in problem and at a time he will not overcome the situation. he is thinking he knows more but actually he have not any deep knowledge of anything .
Absolutely right :)
@@krishnaik06 Sir, u handled it really well and he is not respectul to you he think he knows to much I have friends which are more experienced than him and want to do Masters in data science and they said too that mathematics will help not just in data it helps and solves everything and we should knw about it.. this guy is definitely see this in future when someone takes down his proud .
Krish this was like a comedy show, this paul is not training a model, no mathematics, not reading journals and using ready available models not understanding anything in deep in deep learning... bt ur channel is fresh with good explanation... Being an NLP engineer... I expect to see NLP series too....
Sir maze aagye 😂😂
If this guy is telling maths is not that important in data science it's like having SENSE without COMMON SENSE...
Why Krish Why ????? Why You roasted him....hahahahahahahahahah......43:10 Dead :D
"Be a good listener to be a great learner"- I felt this key thing missing in the candidate 's attitude from the word Go.
Sudhanshu sir is looking Handsome 🙂
Krish be like: Am I new to this Data Science field ? BTW great interview. Lots of learnings and kiddings...
Thank you sir, it's a great initiative taking by you both. It's helping me.
My feedback is, please, make it more structured and formal , and try to make it more close to real interview.
Lastly, I must say Paul is not a fresher.
he just ended live not meeting... 😂😂 badme..le krish sir : aab tuze batata hu..😂
Etiquette should be included as a course in college
This guys is giving reverse gyan to the interviewers. :)
sourangshu paul rocks...irrespective of all criticism .....
At the start of the interview, I noticed that Paul appeared overconfident and was not properly seated. His chair was continuously moving, which I think should not have happened.
Biggest mistake people are doing nowadays that they are directly jumping into DL. Don't do this go for ML first.
He is so knowledgeable that I am ready to be his assistant for 2 square Meals but he speaks a bit early.
Directed by Robert B. Weide
Krish sir s face is red .he seems to be pissed at Paul 😄 due to the way he is arguing without facts .hahaha Krish sir s patience 🙏🙏👌
As an ML model need to go under TRAINING Paul need to go under Soft skill training 😂😂😂
It seem an interview session from Krish and argument session from Mr. Paul.
hhahah
Agar ye freshers interview he to intern banne me hi kitne saal nikal jayenge 😂😂
I was seeing the recorded version and it's pretty annoying to see so many ads coming in between. But I really love your efforts Krish Sir and Sudhanshu sir.
Brothers ads are the only way of earning..please bear with it :)
Yeah...You deserve those earnings Sir!
There is a contradiction by Paul. At one place in communication with Krish he said, what is the point of knowing mathematics only if one can't write code for this. So he is more focussed on developing applications than mathematics. Later while responding to Sudhanshu about the importance of DS and Algo, he said "Anyone can write code but one should know what is the optimised time, ..."
I believe it is the biggest blunder one can do in the interview.
Communication skills and Attitude are extremely important to be able to work in a team. Please try to improve your technical skills as well as communication skills. Often the candidates are tested on personality and attitude before getting hired. You can check our channel for lessons on Job Interview Skills Training.
Please add subtitles for this video and upcoming videos ...it will be helpful in getting to know about terminologies used.
38:13 I think Padding helps us to identify more edges(White & Black)
No Shubham...filters will help you do that..
Ok Sir I revisit the concept
Thik hai....thik hai...
Why you guyz taking the interview of duplicate "shakal"? ........ He is arrogant n rude 😑
Paul is good at computer vision maybe.. But he doesnt the basic.. Its the company's vision he has to full fill haha he is young and looks not so flexible to listen.. He just go by easy to do and speaks like a devops engineer more than a data scientist.. Skipping Maths is nuts
Yes right
Jo bhi ho maza aaya enjoyed.
Very interesting interview 😊😁
Few points to Paul.
1. Your body language is very bad. You are most of the times swaying your chair. This shows you are not serious about the interview.
2. You never listen to the complete question. This shows you don't have patience to listen and understand the question completely.
3. Your answers are never to the point. You are only trying to beat around the bush with whatever little you know related to deep learning.
4. Since you are already working with Sudhanshu and Krish, you do not have the seriousness of an interview. Looks like you are thinking it's a discussion over a cup of coffee.
5. Some of your answers look very innocent but when you try to argue or convince it looks like you are arrogant. For example. Maths is not important. You say coding is important end of day. How will you code if you do not know the maths behind it? If I ask you to add 2 numbers, how will you know that sum function will work if you don't know what is addition?
6. With the above points adding to your communication skills, even if you do either a Masters or PhD nobody would hire you.
7. I would personally have hired a graduate student and trained him if he had the right attitude and good communication skills.
8. One more thing. You always kept saying OK at end of a sentence. It sounds like you are ordering or imposing on the interviewer.
9. It is clearly evident that you have some pre-assumptions about a lot of things which is deep rooted in your mind. This is blocking your learning. You need to come out of those deep rooted assumptions and have a open mind to learn.
10. Always note that Maths and Statistics are the basis for any ML/DL technology. Even long before computers were invented, many statisticians would perform linear regression with paper and pen. You should first learn ML thoroughly and then move to learn DL.
Hope you work on these things which will surely help you in your long term career. Please do not think its demotivation. Take it in the right spirit.
When you are more knowledgeable than intervier
I didn't like the behavior of paul. He must listen and respect our guru Krish Naik.
So said with this attitude it will be difficult to clear in other companies
this looks fight rather than interview
paul reminds me of the movie bheja fry
Sir Please makes video on Mathematics behind on SVM Regression, AdaBoost Regression, Gradient Boost Classification
Kindly provide the timestamps in the videos
When will fresh data science batch
Starts
is paul still working with sudhan? XD
This guy lacks soft skills, he need to be trained a lot or no one is gonna hire him.
And superficial knowledge won't help him😅😅😅😅
Yea true
Sir,
Pls post answers fr ur questions
@Krish What was the answer you were expecting for the question - EC2 instance gets in to sleep mode and in turn response time is slow, How to prevent it?
Everything is "depends on your perspective" in this video 😕😕😕
Just like to tell Paul this attitude will not help in long run and bro you are missing the most important part of any Interview and company you will work that is 'Listening'... You need to improve this quality on top list...
Stop swinging on your chair its irritating
I didn't understand the object detection, wasted the 500 money, sad for me,
why paul is shaking his head even here and object detection also I can't see his face properly