5 Steps to Pass Data Science Interviews

[@puneeth7153]

I have made data science ,ai, machine learning is my passion because of u r channel.

[@thetushargaur]

Me 2 😎

[@rudradeepmandal5517]

Chutiya

[@puneeth7153]

@@rudradeepmandal5517 that suits you better

[@GabrielRodrigues-xv7st]

This is sincerely one of the best videos I've seen about this. Very comprehensive, informative and motivational. Loved it! Keep up the good work!

[@frankfurtmacmoses]

This is the best I have seen on the career path to be a data scientist. Thanks for sharing this information. You just changed a life.

[@michaelnurse9089]

You just saved me a thousand hours of figuring it all out myself.

[@jameshizon4861]

Thanks. I am reviewing this again for my phone interview tomorrow, and having this mindset will give me confidence in proceeding as I know which direction I am headed.

[@__-tz6xx]

This video is gold! Happiness is a warm GPU!

[@prasadb8789]

I think this is a perfect video for beginners and job seekers

[@Victor-zg8kq]

bro, you are a data science motivational speaker! thank you!

[@TheBIMCoordinator]

Just recently starting my learning journey and your videos are the best. I am still really trying to grasp the information. Your videos make it understandable and pretty fun. Look forward to more.

[@SirajRaval]

thanks Dalton!

[@muralishclinton902]

Everytime i lose hope, I watch this video! Thanks bro

[@OindreelaGhosh]

I was prepared to hate you, but the amount of information in the video won me over!

[@arianvc8239]

Dude! I hate to be the one to tell you this, but this coat isn't working for you.

[@Ceelvain]

It's the neck of the sweater under it. This kind of suite is made for a shirt.

[@SirajRaval]

the crowd has spoken lol

[@Dman8s]

It's the Matrix jacket, Take the Blue pill !

[@SBVCP]

@@Ceelvain You forgot the "tail" part...the fit itself is not good

[@soylentpink7845]

yeah - really looks ridiculous. love you none the less...

[@frozenrohan]

Dude thank you, currently doing my masters in applied AI at Stevens Institute of Technology with no prior work experience or knowledge of the field.This thing felt like a maze to me but your videos give me hope. Cheers from a fellow Indian!

[@elisayao668]

"If they use Matlab, just walk out." LMAO!! Well crafted video as always, Siraj! I'm going through this process so definitely echo that this role requires well-rounded skillsets.

[@SirajRaval]

lol thanks

[@eleanorblake697]

Your gesticulations are as intense as your positivity. subscribed

[@bocadelcieloplaya3852]

I watched a bunch of Siraj's videos today, including this one. Didn't realize he released it today. I actually started looking at the Chromebook site.

[@turkialjrees9692]

Errors!! at 02:03 you have mentioned Research scientist twice on the list on that diagram :) got ya ..yah .. Thank you really Siraj, i watch this video over 10 times just in few days , good advice , amazing video as often . thanx a million

[@ZarrocLP]

There is a lot of great general IT related tips here, good job!

[@amdcaaa]

"If it's in MATLAB, just walk out" lmao

[@lubeckable]

Fuck matlab

[@kirtinair1864]

Wow ! I wish I had found this sooner ! Thank you soooooo much Siraj!

[@Vifer09]

Found out about your videos thru another KZbinr and subscribed immediately to your channel. Thanks for all the insights brother. I'm in the learning stages and would love a mentor if anyone's reading the comments I'm in the Houston area

[@SirajRaval]

nice! i grew up in h town

[@wew6438]

Sometimes, seeing your video make me feel i dont know how to use the internet. OMG

[@bernardofn]

Great video Siraj!

[@poojawankhede6588]

I like your videos no matter what... :)

[@terryliu3635]

I’m a newbie in data science. I just want to say you’re awesome!

[@BiswajitGhosh-wg6qj]

Thank you Siraj, keep making your educational content , you are so valuable to the AI community

[@BeCarefulWithAI]

Siraj is awesome!

[@Bests0ciety]

Many thanks for the really helpful video!

[@balboleiro]

So much money in this video. Thank you so much.

[@EntrepreneurshipDecoded]

I swear, your channel is so much better than 99% of people here on youtube! I love it. ✊ Just had an AWESOME idea I think you're gonna love - will draw it up and email it over to your About page email in the next few days when I have time to put it all together for ya! Thanks for putting so much into this channel. 🙏 -Ev

[@dalliboyrt9927]

You are my mentor. Thank you so much, Siraj😊

[@easterhasi]

you're the best, man

[@ShahidulAbir]

Awesome outfit, Siraj. Looking great.

[@badaouiahmed2538]

It's as you said Siraj, a hard road to get the job, cause every interview is different from the other, every company is working in a different field so it's tough! But I finally made it! YeaaaaY #Success, thanks for your help, your videos! PS: more videos about Meta-learning and Few-shots learning please :) with love from Tunisia

[@danielpiskorski9447]

As always great stuff. Very informative

[@ab-zw9vs]

Nice suit, Siraj. Thank you for the continued videos. Keep up the good work :)

[@etienneekpo348]

Thanks Siraj for the tips!

[@prayagcbose3862]

You are just awesome dude....👌

[@SrinivasaTeja]

Hi Siraj, please make a video on how to make a resume for data science job and get shortlisted ealisy for all the companies.. Also make a video on which projects would help us to practice for data science. Last but not least also, which websites are helpful to prepare and check for the interview questions on Data Science. Many thanks!

[@mukunthsrinivas]

You are simply genius..

[@mandarw.369]

Seriously Man Awesome 👌👌 Thanks a lot

[@NeoCodingGod]

"Make reciting these definition second nature to you like riding a bike or SKIPPING Udamy ads" LOL

[@John-sd8cc]

For me, its going through the process and dealing with the stress

[@BlakLotus]

all of this is so helpful.

[@bhusals]

Thank you Siraj, It was really really helpful video, and links you provided was super helpful.

[@ashutoshagrahari4404]

Thanks a lot Sir for a fascinating advice.

[@hameedhm4718]

Nice video Shiraj, In my first Data Science interview I failed to articulate properly the trade off between Bias and Variance and Gradient Decent concept, I felt so bad even after reading so many things, how can I goop up. After that interview, I revisited all the concept, now I am perfect in understanding data science concepts and even I am good at understanding the DL and Big Data. Thanks for your videos that had helped me in understanding some of the most useful DS concepts. Keep up the good work.

[@ricasdo01]

My experience with data science interviews- as a graduate in computer engineering and knowledge discovery- is that experience and show and tells are the most important things for interviewerss...

[@kashishsuneja847]

Plz cover some research papers in detail. You are the best man, love your content. Subscriber of you for almost 2 years.

[@shreyasarojkar5267]

Pls tell me I am doing MSc statistics from Raipur and want to get settled as data Science I even don't know from where to get started from and how to get job??

[@BiancaAguglia]

By learning statistics you're already off to a great start. Other basic skills you need are: 1. programming (at least one language, usually Python, although some statisticians prefer R) 2. calculus and linear algebra (to help you understand how to best transform your data and refine your models) 3. machine learning algorithms (eg. linear regression, logistic regression, random forests, KNN, etc) and libraries (eg. scikit-learn) 4. data visualization (matplotlib for Python, ggplot for R) 5. SQL (because most data science projects involve using SQL to interact with various databases) While you're learning these, try to get ideas for project work from your teachers, or to get an internship. Take any feedback you receive from your teachers or from the projects you get stuck on and figure out what your weaknesses are, then fill in those gaps. Data science is overwhelming at first, but, if you prepare yourself mentally to be patient and hard working, and then you actually put in the time and effort to become good at it, you'll surprise yourself at how far you can get. 😊 Best wishes to you.

[@kratoz2324]

Your content is just awesome but surpasses my ability to understand and I feel so demotivated

[@SirajRaval]

thats my fault not urs keep going

[@kratoz2324]

Hey Siraj what's your review about the book grokking deep learning by Andrew Trask

[@iamtechboy3298]

Long live nd hve healthy life ever. Love your way of delivering knowledge.

[@karthikrajkumars]

Hi Siraj, That was an excellent video. Can you do a video on Computational NeuroScience - How and where and What to study?

[@ramakrishnavadeghar8934]

Thank you so much for your valuable information...

[@denismerigold486]

Hello what do you think about udemy courses (python and ML)?

[@AkashR619]

DENIS merigold Basic and boring

[@denismerigold486]

I do not agree, I took some courses on studying the web on udemy and they were very cool

[@AkashR619]

@@denismerigold486 If you're taking it as your first course, then you are good t go but you can't crack an interview solely by learning from UDEMY!!! they are not very thorough.

[@denismerigold486]

Thanks

[@denismerigold486]

How much does this course cost? 1000 $?

[@shobanaathiappan4275]

Once i went for an interview, its a small company with huge number of clients, i get through the phone interview.. went to the office for the next stage, but i had the shock of my life how i was interviewed.. knock the door, and went in .. i was asked to sit .. the interviewer came in , asked me only one question.. Have you participated in kaggle competition? I said no. He said , thanks . You may leave. 😭😭😭

[@TheAlderFalder]

Shobana Athiappan puh, if that is really what happened, you should have replied: „If that’s the only thing you care about you could have asked me BEFORE you invited me here. Thanks for wasting my time.“ Srsly.

[@OneNewBoy]

I had once a real data science interview (phone screen+coding challenge+ online interview), I did good but the recruiters rejected me because of some administration problems xD my school doesn't allow internships lasting more than 4 months and the job I applied for needed 6 months :p

[@mayankranjan5535]

Superb video

[@dovehq1031]

I've heard you talk about promoting a decentralized internet, which I am all for. If a mainstream decentralized internet were to make it to the mainstream, how do you think this would affect data science?

[@liza10o]

Hey, can we start with R instead of Python?

[@farhan5]

Hey, Yes you can start with R and once you find it good then next step is python

[@BiancaAguglia]

Yes, you can, but Python is more popular. Imagine you had to learn a foreign language and your choice was between English and French. If you asked your friends what language you should learn, most will probably advise you to learn English because it's more commonly used. Of course, there's nothing wrong with learning French because, not only does it have its own beauty, but there are still plenty of places where you can use it. 😊 In the data science world, Python is more like English.

[@Sherlockarim]

hey siraj really enjoying your videos ... what's the next step after python to learn AI and hopefully making one

[@itsDe0n]

kzbin.info/www/bejne/eaOZh6SKh7RkrJI watch this

[@bitcode_]

looking sharp Sir!

[@nickcarmont]

Recruiter email template from this video: Hey [Recruiter name], My name is [my name] and I'm a Data Scientist based in [location]. I recently finished [Data science course], and my final [make this a link] project on [data science technique] relates to the job opening you posted at [company]. I'm excited about working on [ data science topic] and would love to find out more about the data team at [company]. You can book a meeting with me easily via this [make "this" link to calendly.com] link. Best, [my name] Hope this helps :) don't copy it word for word, but it's def a good template.

[@alanfender123]

Hey Siraj, nice video! Question- when you say it takes 3-5 months to become proficient in data science, what is the weekly time commitment you're assuming? Maybe my time management skills suck but that seems hard to do working full time while only learning data science on the side. Also, how long would you say it would take to build a good-enough portfolio to get data science interviews? another 6 months? 1 year? Thanks!

[@Abheykyu]

Thank you Siraj, this is a very detailed video and i really appreciate your efforts to combine the major and most important aspects of a Data Scientist/Analyst and a lot more data related jobs. I can't wait to start my Data Analytics masters at Plattsburgh State with full assistantship from the school. Let me know if there's anything I could do to learn more about Data Scientist and related roles. i can also help you with sharing my full assistantship story for pursuing Data Analyst for free from colleges/universities.

[@AbhishekVigg]

I can't thank you enough siraj. This video is amazing.

[@tyhuffman5447]

Siraj I'm wondering if you plan a series around TF 2.0? Like maybe redoing some if the early "how to use TF" with sound and images but updated to v 2.0.

[@ankithreddy6946]

happiness is a warm gpu lol

[@Vancha112]

I've been so happy I've burned my finger once... My 8800gt got about 110c

[@guitarheroprince123]

@@Vancha112 my cpu was going 98degs when gaming so used arctic mx-4 thermal paste and its like 86 max on prime95.

[@Vancha112]

@@guitarheroprince123 yeah for cpu's thats most likely the issue :)

[@DrSirmacek]

@@Vancha112 lol take care 😀

[@humano3753]

@@Vancha112 Really? My GTX 660 never passed 50c

[@ozgurakpinar_gr]

01:14 That describes me right now.

I am using Matlab/Simulink. And I can run algorithm on mobile with generated c code.

[@thoughtsofapeer]

Hey Siraj, maybe you'd like to do some new videos on crypto currencies? Maybe sum up how Cardano and IOTA are doing. I would like to see a video on EOS as well :D

[@Dman8s]

Bigger picture, How come nobody has done a computer program for a quantum entanglement battery ? Can you entangle electrons, and then split them into 2 batteries , and then put one of the batteries on Mars, and one on earth. I mean if you power the battery on earth moving the electrons then surely the entangled electrons in the battery on Mars would also be moving. Long distance electricity transport via quantum entanglement ? Can I just do that ?

[@bhuvaneshs.k638]

Dear Siraj sir can you do a video on alex wissner-gross equation an intelligent equations.... It's very interesting and ground breaking... F = T ∇ Sτ where F is an intelligent force F... And Sτ is the entropy field of all states reachable in the time horizon τ (tau).... This looks really interesting and only u can do a video on this concept...!! 🔥🔥

[@yashmor7388]

Much required at the start of my career in data science

[@fatouchou5460]

Thank you for your awesome videos. How do I get you to mentor me? I am just starting out.

[@adam1dabest]

Happiness is a warm GPU

[@shamaldesilva9533]

Really loving the new outfits ..=)

[@josuelouis-alexandre924]

Do you think that Codecademy Data Science Path is ok for landing a job?

[@gregnew9759]

Can u write about copyright things either for dataset or model or also other things involved. OpenPose or Deeppose are examples that interest me in particular.

[@pratikmehta1152]

Interviewing.io as per their website - is in 'beta' stage. We are unable to create our account!

[@jbh7079]

Is it mandatory to have a master's degree to get a data scientist job?

[@praslisa]

I wanna know this too...to be honest most job postings I see require masters or phd ...!!!

[@Ceelvain]

Thanks for pointing out everything I won't do. I don't want a company to hire me just because I outperformed every other applicant at boring tasks. I want a company to hire me because they like my singular way of thinking, my particular state of mind, my unique personality, in addition to being pretty good at what I do. I just don't fit the employee the mold. Many companies would hate it, like "couldn't you wear a shirt on your first day?" - "Sorry, I don't own a shirt yet.". Some love it, like talking to clients: "this is our data magician. Looks a bit odd but doesn't bite." (me with geeky t-shirt and pony tail) Heck, even in my skillset I don't quite fit the mold. I love bridging the gap between low level details up to abstract features. I do some reverse engineering from time to time. I've had a interest in computer security in the past, but I'm actually more interested by the hacking side. (Ask me about the difference between hacking and security.) I just love to understand how things work. From hardware and electronics, to microcontroller programming, to system programming, to software engineering, to machine learning, to abstract math. I love all of it and know a shit ton about all of it. (Well, I'm less proficient on the sides of the spectrum.) And I freaking love to connect ideas apparently disconnected. That's who I am.

[@AbbasHyder1109]

What's the difference between hacking and security????

[@Ceelvain]

@@AbbasHyder1109 Glad you asked. (I didn't think that somebody would actually read my lengthy comment. ^^) I have a rather old school and philosophical view of the hacking. Pretty similar to that of Eric Raymond. You can google his "How to become a hacker" FAQ. His other essays are also very interesting. Where I depart from his view is that I exclude any politics. In short, what I call hacking the intersection of creativity and a deep understanding of the technology. I mean, not only understand the specific details of how a sub-sub-problem is solved, neither understanding only the global structure of the system. But really both and how the details of each sub-system may (or may not) interact with each other. Take buffer overflows for instance. There's some engineers that designed the x86 CPU, there's Brian Kernighan and Dennis Ritchie that designed the C language and many people who designed GCC, there's Linus Torvalds that designed the Linux kernel. That's a lot of people involved in making your C "hello world" work. What you learn in school is that in C if you write past the bound of an array "random things might happen". Now, if you know enough of the details of the whole stack mentioned earlier, you know what would happen exactly. And with some creativity you can actually control what happens. And now that's hacking! Not because it involve whatever security, but because you have to know a shit ton of stuff and make some creative use of it. Hacking is making your own plasma ball from a fridge compressor and the transformer from a microwave. Hacking is making a quick and dirty fix to a complex program that would otherwise require a lot more code. (Well, we sometime call this "a hack", and is often a temporary solution.) There's indeed an intersection between computer security and hacking. Because to side-step the common (and secure) path and to make it an actual security threat you need some deep understanding of the system and use some creativity of your own. But that's only the technical side of computer security. And actually, as years pass, the technical side of hacking become more and more of an engineering field. More often than not, pentesters just apply common techniques with little to no creativity. For many companies, it is just an industrial process. The field of computer security is slowly but steadily leaving the realm of hacking... taking the word "hacking" with it, unfortunately. I could probably go on forever about the topic. Expanding on the difference between hacking and: engineering, security, research, general intelligence and art. Explaining why free software is the consequence and the cause of hacking. But I guess (hope) you get the idea.

[@AdarshsAwesomatic]

Would you like some champagne, a limousine and a red-carpet along with that?

[@Ceelvain]

@@AdarshsAwesomatic don't forget blackjack and hookers.

[@AdarshsAwesomatic]

@@Ceelvain LMAO, good sport... I totally expected you to roast me back.

[@Amitpatel-fn6bf]

Hi siraj .... Bro can you make some videos on transfer learning in nlp.. please😊

[@harshtiwari9588]

You are talking about jobs while you are dressed like jobs.

[@piyh3962]

I don't know about that Blazer though

[@Victor-zg8kq]

@@piyh3962 It's like a kimono blazer.

[@soylentpink7845]

probably more dressed like "no job" :D

[@ankrish8692]

hey Siraj Hi, I like your videos very much. It is useful and motivation for me.. thanks for uploading such information on ur channel, I need ur help. I am a finance graduate and working as an accountant, I am looking for a career shift as data Analyst but I don't have a direction where I am going, I have learned Python (beginner level) SAS, SQL, and Hive (Hadoop) since one year. I don't know how much shud I need to cover. please give ur valuable suggestions. thanks

[@priyanshusangal9305]

A Group of 4 people took my Data Science Interview for 2 hours!

[@satyanagajyothi4514]

Can u plz share ur interview questions or topics if u dont mind

[@tanbirsohail]

2:04 What is a natural scientist?

[@kavindudananjaya3290]

thanks man,

[@Hazelagoni]

“Skipping Udemy ads” 🤣

[@viharsomani5843]

Can you suggest me topic for research in cyber security with ai ?

[@leerickss]

I've been applying/interviewing for ds jobs for months and this is very accurate. In fact Christine Higgins was the recruiter that reached out to me when I applied to Quora lol

[@TechForUs2016]

siraj chromebook data science is charging $360 please help I want it for free

[@lazycomedy9358]

Can you add subscript to the video? usually I watch the video in the office.

[@DrSirmacek]

Yeay school of AI interviews are mentioned 😍🤗💕

[@muraguricarolynenyambura7399]

Hey thank you so much for the information , i just completed data science class in Kenya please assist me to get a job in data science community.

[@puneeth7153]

Hi sir IAM great fan of u.

[@saurabhtripathi62]

u r right about Matlab :P just walk out

[@spicytuna08]

cbds program teaches R, not python.

[@rahulmghorpade]

Thanks

[@humano3753]

DUDE, LET THIS HAIR AS HIGH AS YOU CAN BECAUSE IT'S FUCKING AEWSOME