How to Build A Data Science Portfolio That Can Get You Jobs?

[@dania8639]

Mr. Krish, You are the best!!! Thank you so much for guiding me what to do since i'm a data science student and i want to build a good portfolio for my internship applications and my future career and i'm sure that i will come back here to telling you that i got the best internship and i got the dream job after my graduation.

[@lovejazzbass]

End-to-End project! End-to-End project! Place it on your portfolio! Thank you Krish.

[@amberfareeha6419]

I am transitioning to DS. This is highly useful content! I spend time in certifications learning ML but putting it all together “concisely” for recruiters so they understand applicant’s worth is also important. I am far from applying for DS jobs but this video highlighting “end-to-end” product sets the path clear.

[@vishaljaiswar9447]

Amber, could you please provide an update as to what you're doing now and which designation are you looking out for? I'm deliberately applying for computer vision engg. Just asking.

[@amberfareeha6419]

@@vishaljaiswar9447 Missed seeing your comment. I intend to apply for data scientist role. The amount to learn in this field keeps me thinking I am just not ready to start applying. Hopefully I will get there one say.

[@onlysatisfyingmoment1704]

@@amberfareeha6419 hey , how are you doing now?

[@brentcos9370]

It would be great if you could share an example of a really good data science portfolio. I'm new to Github and I don't yet know Flask or Heroku, etc. so I'm not sure what an 'excellent' portfolio should look like. Perhaps you could do a video of you reviewing an excellent portfolio and going through its parts. Thank you.

[@ebtesamkhan7804]

Go to "analyze with ali" youtube channel you will find video on great portfolio of data scientists/ data analyst.

[@VikashKumar-ty6uy]

You inspired me a lot to come out from my comfort zone and do something extra which is not at all related to my work experience. Thank you for the insight sir...

[@Neuraldata]

Really appreciate your work...we have also started providing real-time industrial knowledge to people 😀

[@eBuddha33]

This video is perfectly made for me !

[@ashishsarathe8248]

Hey Kris this will indeed helpfull for those who seeking transmission towards data science like me 👍

[@tanzeelahmed2055]

@Krish Hi Krish, I have a very serious problem. I am in intermediate and I have just started learning ML. Data Science and Visualization went fine, but in ML I could not understand the mathematics behind ML even behind Linear Regression. The code is all the thing I can remember. Should I just keeping on learning code and leave mathematics behind, or stop learning ML now and come back after 2 to 3 years, or I should stick to mathematics and statistics until I know them all?

[@karthikparanthaman634]

​@@tanzeelahmed2055 Hey ! Good day!..See at any given job or project idea is to achieve your target on time. So, you having understanding of the mathematics behind doesn't really matter from the 3rd person's perspective. But, if you start building your model without understanding the mathematics behind it you will be following one pattern when it comes to working with data. Also, there is very high chance of you will lack in innovation. Knowing the science and logic behind it will help you to articulate your model building techniques. You can be more efficient in your coding and especially at your data cleaning stage. As Krish explained in this video, data cleansing is one of the important task in your model building pipe lining. Having better understanding of the mathematics behind your analysis will help you see the numbers in different way where normal human being would see. My advice would be learn ML and mathematics together.Because, Mathematics and Statistics are ocean of knowledge.This is my experience in the journey of data science, yours may be different. Let's see what @Krish has to say on this!. By the way "Wish you all the very best Mr. ​Tanzeel Ahmed with your data science journey".

[@saurabh.kulkarni336]

@@karthikparanthaman634 excellent reply sir.. I am mechanical engineer having 10yrs of experience in mechanical field..in no way related to software..I want to switch to data science..I am learning python..but companies want experience in data science? How can I get a job?

[@karthikparanthaman634]

@@saurabh.kulkarni336 Hey!!..Hope you and your loved ones are safe from the rising pandemic. It’s nice to hear that you have decades of experience in the field of engineering. See, all companies need prerequisite experience in the domain they hire, that’s something we cannot change. But what you could do is, change the way of presenting yourself. It’s great to know that you are learning Python. If you are a self-learner and acquiring knowledge from the internet, once you are confident with your level of knowledge participate in Kaggle and Hackathon competitions. If you have enrolled yourself with an institution, you can build your portfolio with the projects offered by the course module itself. However, datasets are widely available everywhere, so you can always do your own projects to demonstrate your understanding to the interviewer. Mr. Saurabh, I am also a fresher to this domain, these information are based on my personal research about the transition from engineering field to data science domain. Please do read up more and I find @ Krish Naik 's channel videos contain pretty much all the answers to the questions that may raise at the initial phase of transition. I wish you all the very best !. Take care.

[@saurabh.kulkarni336]

@@karthikparanthaman634 hey hi..thanks for the lovely reply..ya I am learning online and will try to do kaggle competitions soon...have a nice day and take care

[@tanish7124]

Billion dollor knowldge shared by you sir, hatts off. thanl you

[@abhayakumarmishra5635]

@KrishNaik You are a champion buddy. Keep spreading knowledge and helping people.🙂

[@keerthanavivin450]

Thank you so much sir for sharing so much of your knowledge with us! It's incredibly helpful for a fresher like me.

[@theduffrichie2050]

Respect Sir. Thanks for this :) We would really like to build a data science project with you.. could you make a series to complete a data science project with me series. Actually we(freshers) would like to see the way of thinking things. That would be the best help for your audience.

[@amrutajoshi6241]

This explanation is really amazing and perfect!

[@data_analytics_study]

Really, sharing knowledge is best way to increase it.

[@rahulpahuja4554]

It's like you listened to my today's request. Thank you very much Sir, for this video.

[@srikanthreddy4690]

nice words from krish happy to creat videos and share my knoweldge with you

[@deepanshudaga1359]

banda ye bindas h , really insightfull sir.

[@sarthp5150]

Keep doing the wonderful work. I wish i was as smart as u.. you are a genious.

[@samyukthamobile8447]

Thanks Krish bhaiya. I will follow your tips.

[@fahdagodzo5795]

this is the best portfolio advice i have ever had

[@natashameshram]

My journey to Data Science started here after deep understanding of AI, ML, Data science..

[@rawatbobby8883]

hi @natashameshram i want genuinely to ask you about the Data Science, i'm just lacking somewhere that i want to ask you can you just guide me, how can i contact you are you having any social media i hope you will reply

[@dassanghamitra]

You made me more moti6and confident about switching my area

[@bhaveshwadhwani8841]

Nice and helpful tips, krish!!

[@adityashidlyali5751]

Sir as I'm in the end of first year and I exploring the field of computer science from class 11 and I choose data science to deep dive into it. And now I am taking self pace learning paths from IBM. And now I'm stuck whether to invest my time in competitive programming or data science projects. And in interviews of most of the companies they ask DS ALGORITHMS questions and not the questions related to Data Science. What about your opinion sir whether I should do invest my time in DS ALGO or data science projects.? If I choose to do Data Science projects and not competitive programming what will be your opinion sir..? In summary should I do only projects and internships or should I consider myself rating in some competitive programming..?

[@ruchitawani7922]

Hi.. Krish.. You doing fantabulous job.. thru your vedios .. Please make vedio on Data Analyst portfolio..

[@jaisingh1292]

Thanks Sir for such good information your content are very informative and feel very motivated to do new things daily and move forward in the field of datascience.

[@nagamohan1412]

Thanks krish, its really knowledgeable

[@ruchitawani7922]

Great Respect for you sir... Learning a lot from your vedios..

[@rahulkusuma3434]

When you say data science project can you please give an example for such a data science project so we can think in that way?

[@neerajkhadagade8634]

This would be really helpful, Krish! Really appreciate your efforts!

[@viveksahay4679]

Hi Kris, I am a Mechanical Engineer by my educational background..I have around 4 years of experience..mostly as a Technical Writer for the software products..I check the feasibility for my career transformation into ML/DS with a leading institute but they replied that there would be narrow chances for the same..I am bit confused now..

[@premvenugopal992]

Awesome video Krish, this will help many people like me👍 Thank you

[@TheWonderYearsSchool]

Hi Krish, Great video on creating a Data Science Protfolio. Can you pls give some examples of some good github profiles that i can refer to that has all or most of the point you mentioned? TIA.

[@RJNair129]

Thank you so much for the wonderful guidance.

[@jenniferleajackson]

This was super helpful. Thanks for sharing!

[@VikashKumar-ty6uy]

One request to you sir, kindly make some tutorial videos on Deployment of ML algorithms. You have done it in ur earlier video using Flask and Heruko cloud platform, but it is pretty difficult for a person like me to understand. So I am requesting you to kindly upload video related to flask webframe

[@EngineeringChampion]

Thank you! You are awesome!

[@explorenations892]

Sir do you need to learn html css php inorder to make an end to end machine learning project ??

[@aygcomputerinsights2024]

Really Helpful

[@cutyoopsmoments2800]

Sir, I have 5 yrs of teaching experience, how I prepared my cv...

[@sfhussain8]

Thank you so much Krish. Fantabulous video. 👍 I have got ~10 yrs IT work exp (SAP Consultant), B.Tech, MBA (IT), certified PMP n Scrum Master and 5.5+ yrs core business as Business Partner (Self employed). Learning DS now. Any inputs to get a break as DS manager. Please suggest anything specific to my profile.

[@towardsgeneralintelligence]

Guys, Please do a video on the Story of a person without a degree become Data Scientist. I don't care whether it is a Successful one or not.

[@mr.lingam]

Best Knowledge 💞

[@praneethcj6544]

Sir could you explain SVD (singular value decomposition)

[@Rajvinder1n]

Hello Kris, Your content always is educational. I have one doubt. Can you please let me know is it possible for someone having previous experience in another non-IT role to switch to Data Science.

[@sanjaybetme]

Exceptional video.... Thank you!!!

[@srujankumar1838]

Hi krish, I have started creating data science portfolio from personal projects, internships as well. I noticed that several social media platforms says don't build portfolio by using kaggle datasets. How recruiters feels when kaggle projects seems on portfolio?. Could you give me instructions?.

[@saby826]

Trying to switch from IT security domain to machine learning...need your guidance

[@afaqurrehmankhan3133]

Kindly make a tutorial or provide any guidance on how to connect/integrate RASA with an Android application.

[@papa4669]

Where I can see sample portfolio? Please guide..

[@kumariishika4892]

What about those people who are not form developer background..How will they build a end-to-end model..????

[@sarthakmohanty4122]

Hi, Sir your videos are really helpful. Once you made a review on applied ai course. So, i want to know whether i should enroll to that course or your KZbin videos will be enough to learn data science. and sir please do a review of Data science course by excelr and compare it with applied ai course as i am getting both the course at 25k.

[@sashpatra88]

Join Ineuron course, it just comes for 3.5k bucks and pretty much the same content as other big shot guys. I am sure you will thank me after joining ineuron.

[@codinger476]

Hi Krish, I have been working as a Survey Programmer in Market Research Domain, and here I had learnt and confident in story telling with data, but don't know how to start with Data Science, I have a background in computer science, Can you suggest me something to start on. P.S - I know excel, Python (django) Thanks and Regards Shivam Mittal

[@sohampatil6539]

Thank you so much

[@divyasudhakar4896]

Sir can u plz explain about how to build data

[@dhruvverma1048]

Sir, i have exhausted my all 6 attempts of UPSC CSE without getting into it and now i want to pursue data scientist career but i have non technical background with no work experience of any kind. can you please tell me what kind of general hindrances will i face in this field and how can i overcome on these hindrances.

[@premkamban]

Hi Krish Can you please tell me what is the end to end process? If possible can you please list it

[@poorvajarayas8163]

wonderful!

[@horaciosoldman1569]

Thanks man🙂

[@ashishsondagar2812]

12:05 Truth🤞

[@raunakverma9192]

Thank You

[@farhadkhan3893]

Awesom

[@shrikantyawale]

Hello Krish, I have 3 yrs of exp as a QA. I am switching into data analytics field. How should I create a Portfolio?

[@jaisingh1292]

First to Like 😍😍😍😍

[@year-old21]

Where are you from I want to learn data science with you if you will be my instructor believe me it will be very helpful for me I will pay you the fees for this. Thank You So much for this video You are doing great work

[@RishabhSharma-kq4hz]

Why no one talks about non-technical people who want to enter data science field, although most of the courses are being sold by highlighting "Transition". I guess this is for IT people and in the way its gaining hike soon it will become stagnant.

[@krishnaik06]

Already i have made a video for non technical guys also with respect to transition in my channel. Just search for it u will get it

[@nagadeepakshetty5410]

Hi sir..I am having 6years of experience in healthcare domain..nw I am persuing data science degree..when I look for job as a data scientist..how my previous experience can be considered..plz..reply for my doubt.. Thankz in advance.

[@dheerendrasinghbhadauria9798]

I have graduated from NIT,BHOPAL in electrical engineering in 2019. But I have 1year of gap after graduation due to some reason . Will this gap create a problem for me to get a job in data science field ??

[@vijaypalmanit]

Dheerendra Bhadauria not much, 1 year gap is okay, even I had one year gap.

[@explorenations892]

For end to end project do we need to learn front end coding ?? Like tkinters ,flask,or html csss Pplease reply some one ???!!!!

[@explorenations892]

@Sagar Dhandare when is hypothesis tst used in a real world use case ?

[@hussainotla3471]

I'm an web developer and i want to learn math and stats for data science how can i learn them

[@kirandeepmarala5541]

Hi @Hussain Otla..Nice to see having interest toward DataScience. Regarding to your question,you can go through KhanAcademy,there you can find complete statistics and probability playlist.. You can go through it.. For better understanding of linear Algebra, Refer 3Blue1Brown channel.. Learn maths with respect to dataScience and usecases in it.. Understand how maths works here.. Have a fine day and good future ahead....

[@guneet556]

Krish pls upload nlp videos asap ☺️

[@indirajithkv7793]

❤❤❤

[@kartikkotnala3041]

Hi, how can I find you on Linked In?

[@arunmanoj7379]

Minimum system requirements for data science

[@nicolascasteleyn9579]

thanks

[@Nilaykhare1]

Thanks sir, I was struggling from where to start and how to apply for data science jobs, i'm fresher working as software engineer , very eager to switch domain😅 and build career in data science. i will keep track of all things you said, if this works i come back to this video and comment again 😁.

[@amadoum.jallow620]

May you kindly share your Github link

[@webcloudcoding9034]

Any Demo! Please show. End to end simple project. Talk less show more. Thanks

[@azhar7591]

1st

[@jaisingh1292]

😒😒😒