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How I present My Project In Data Science Interview | Data Science Interview Preparation Must watch💥 

Unfold Data Science
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How I present My Project In Data Science Interview | Data Science Interview Preparation Must watch💥💥
#ProjectInDataScienceInterview #UnfoldDataScience
Hello ,
My name is Aman and I am a Data Scientist.
In this video, I explain about How I present My Project In Data Science Interview. I explain How do I choose my Project and explain it during the Data Science Interview. I explain how can the project be explained using a five point summary and How to explain the Data Science project in impressive manner. Below points are covered in this video:
1. Data Science Interview Preparation
2. Data Science Interview Presentation
3. Data Science Interview prep
4. Data Science Interview pro
5. Data Science Interview guide
6. How I present My Project In Data Science Interview
About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well.
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Book recommendation for Data Science:
Category 1 - Must Read For Every Data Scientist:
The Elements of Statistical Learning by Trevor Hastie - amzn.to/37wMo9H
Python Data Science Handbook - amzn.to/31UCScm
Business Statistics By Ken Black - amzn.to/2LObAA5
Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - amzn.to/3gV8sO9
Ctaegory 2 - Overall Data Science:
The Art of Data Science By Roger D. Peng - amzn.to/2KD75aD
Predictive Analytics By By Eric Siegel - amzn.to/3nsQftV
Data Science for Business By Foster Provost - amzn.to/3ajN8QZ
Category 3 - Statistics and Mathematics:
Naked Statistics By Charles Wheelan - amzn.to/3gXLdmp
Practical Statistics for Data Scientist By Peter Bruce - amzn.to/37wL9Y5
Category 4 - Machine Learning:
Introduction to machine learning by Andreas C Muller - amzn.to/3oZ3X7T
The Hundred Page Machine Learning Book by Andriy Burkov - amzn.to/3pdqCxJ
Category 5 - Programming:
The Pragmatic Programmer by David Thomas - amzn.to/2WqWXVj
Clean Code by Robert C. Martin - amzn.to/3oYOdlt
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Watch Introduction to Data Science full playlist here : • Data Science In 15 Min...
Watch python for data science playlist here:
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Watch statistics and mathematics playlist here :
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Watch End to End Implementation of a simple machine learning model in Python here:
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Understanding and building recommendation system:
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4 июн 2021

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Комментарии : 82   
@vikraantkoushikapai3520
@vikraantkoushikapai3520 2 года назад
Summary: 1. Define the business problem 2. Talk about Data 3. Solution Approach 4. How did you deliver business value? 5. How did you use this model in production?
@piushdengani1145
@piushdengani1145 2 года назад
You are the best and most genuine guy for data science I found on RU-vid. Keep doing good work
@shubha07m
@shubha07m Год назад
This is one of the best approach for describing the project I have ever seen. Thanks a ton!
@ankitdhanore1355
@ankitdhanore1355 Год назад
After watching dozens of lengthy useless videos this was the best video present in RU-vid...this was so helpfulll......
@mainuddinali9561
@mainuddinali9561 Год назад
great
@AshutoshSingh-ki9gb
@AshutoshSingh-ki9gb Год назад
Amazing Explaination
@kalyanishevatekar9915
@kalyanishevatekar9915 2 года назад
Sir you really explained it in easy words ...thank u so much
@Raj_indian10
@Raj_indian10 Год назад
Good Explanation
@animeshbagchi7881
@animeshbagchi7881 3 года назад
Best explanation i found in youtube…..
@UnfoldDataScience
@UnfoldDataScience 3 года назад
Thanks Animesh.
@vivekverma1320
@vivekverma1320 2 года назад
Great Video Aman sir .
@UnfoldDataScience
@UnfoldDataScience 2 года назад
Thanks alot Vivek. Continue learning and watching.
@prateeksachdeva1611
@prateeksachdeva1611 Год назад
Very informative insights
@UnfoldDataScience
@UnfoldDataScience Год назад
Thanks Prateek.
@nithyapalanisamy4904
@nithyapalanisamy4904 2 года назад
No one teach from practical way. But u r explaining with real time example. Great sir. keep posting statistics concepts with different use cases
@UnfoldDataScience
@UnfoldDataScience 2 года назад
Thanks Nithya. Will do
@vikiyeole40
@vikiyeole40 2 года назад
Aman sir your efforts are great and I was expecting something likke this explaination. Keep it up bro.. and I have subscribed you channel.. will shared with people also .
@UnfoldDataScience
@UnfoldDataScience 2 года назад
Thanks a lot. It means a lot.
@gauravkamble9702
@gauravkamble9702 3 года назад
This is definitely going to help me a lot in my interview! Thank you, Sir 😊
@UnfoldDataScience
@UnfoldDataScience 3 года назад
Best of luck!
@somabhadra5325
@somabhadra5325 3 года назад
really useful.
@UnfoldDataScience
@UnfoldDataScience 3 года назад
Thanks Soma
@ashishbhatnagar8682
@ashishbhatnagar8682 3 года назад
Great ..!! Sir please do a detailed video on maths behind logistic regression and how does regularization happens in it. As it is very confusing
@UnfoldDataScience
@UnfoldDataScience 3 года назад
ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-8PFt4Jin7B0.html ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-7XvBwQeT9OI.html
@shubhamkhatri7905
@shubhamkhatri7905 2 года назад
great content ! thank you
@UnfoldDataScience
@UnfoldDataScience 2 года назад
Glad you liked it!
@balvindersingh1389
@balvindersingh1389 2 года назад
Aman ! please make tutorial on either "complete course on DS" or on "ML"
@yasarahmedshaik6623
@yasarahmedshaik6623 2 года назад
Nice Sir, Thanks a lot
@UnfoldDataScience
@UnfoldDataScience 2 года назад
Thanks for feedback
@ankitac4994
@ankitac4994 2 года назад
Very helpful
@UnfoldDataScience
@UnfoldDataScience 2 года назад
Glad you felt so! Please share with others as well Ankita 🙂 so that more people can benefit from it.
@svk1869
@svk1869 Год назад
Hi Aman, can u create the video on Data Science Life cycle and technologies used from start to end like to deploy CICD github, AWS like, docker, Pyspark other than only ML part
@saiharshareddy8808
@saiharshareddy8808 2 года назад
Helpful❤️
@saiharshareddy8808
@saiharshareddy8808 2 года назад
Aman sir please let me know when you are free for conducting mock interview... I am eagerly waiting for the opportunity !!!
@Paladipradeep
@Paladipradeep Год назад
Video is very helpful. Thank you 🙏
@UnfoldDataScience
@UnfoldDataScience Год назад
Welcome Pradeep. Hope you are doing good
@sainathpawar9655
@sainathpawar9655 3 года назад
Thanks a lot. Very much needed. Can you provide video for end to end project implementation in NLP that includes all 5 points you have explained.
@UnfoldDataScience
@UnfoldDataScience 3 года назад
Thanks Sainath, sure.
@papa4669
@papa4669 2 года назад
Can you please make a video on project explanation by taking some project example please?
@sarikadesai9376
@sarikadesai9376 3 года назад
Thanks Aman. Can you pls make vdo abt recommendations on white papers, research material that can be referred on internet say for area like deep learning or NER. Specially for self learners.
@UnfoldDataScience
@UnfoldDataScience 3 года назад
Let me see on that Sarika.
@Juzz_RSA
@Juzz_RSA Год назад
Just what I was looking for, very insightful and highly detailed... I learned a lot, you earned my subscription..... You got any videos on model deployment? Would be happy to watch your videos on those
@UnfoldDataScience
@UnfoldDataScience Год назад
Yes, search with "Unfold data science model deployment"
@Juzz_RSA
@Juzz_RSA Год назад
Thank you, let me search now😀
@raajnghani
@raajnghani 2 года назад
Very informative video you made. If I got this video few weeks ago, i had cleared the interview for some companies.
@UnfoldDataScience
@UnfoldDataScience 2 года назад
Glad it was helpful!
@ashulohar8948
@ashulohar8948 Год назад
Hey plzz make a vedio on how to importing data
@avinashsagar5165
@avinashsagar5165 3 года назад
Kindly please make some complete model deployment on any of the cloud(aws or gcp) .
@UnfoldDataScience
@UnfoldDataScience 3 года назад
Will do Avinash.
@VijayKumar-pd8mu
@VijayKumar-pd8mu 3 года назад
Really useful information, Aman! I have a query in one of the point that you have explained , can you please clarify i.e business value interms of ($) value or (%) what metrics we have to consider in the model to know the business value. Please let me know any video you have covered in your channel so that i can go through
@UnfoldDataScience
@UnfoldDataScience 3 года назад
Thanks for asking vijay, I ll put a video on this topic.
@VijayKumar-pd8mu
@VijayKumar-pd8mu 3 года назад
@@UnfoldDataScience Thank you, Aman! for quick reply I asked youtubers about the same topic no one explained. and i also searched in youtube but i didn't find accurate results who ever is explaining about ML/DL topics on their youtube channels ( I mean major channels) they are covering only following topics 1. Business problem 2. Data source 3. Data Management 4. Train Test split 5. Model build 6. Validation but not covered about how model impacts the business there is a scope to get more views on this topic.
@harisankarpanigrahi167
@harisankarpanigrahi167 3 года назад
I have also same doubt
@arsh053
@arsh053 Год назад
Pls suggest me some topics for my dissertation project in machine learning
@sherrytang8449
@sherrytang8449 Год назад
Hi, thank you for the useful information! I am a recent graduate with a master degree in Actuarial science. So I actually have not done very impactful data science project like the ones in the real world. However I have done several kaggle projects. I wonder what should I focus on telling when telling about kaggle porjects. I am confused if they have any real impact or not. Thank you!
@UnfoldDataScience
@UnfoldDataScience Год назад
You can prepare story
@amitgawade7168
@amitgawade7168 3 года назад
Hey this is really useful information..
@UnfoldDataScience
@UnfoldDataScience 3 года назад
Thanks Amit.
@gnaneshgn8341
@gnaneshgn8341 3 года назад
Sir.. PCA or EDA please do a video sir
@UnfoldDataScience
@UnfoldDataScience 3 года назад
Sure Ganesh.
@nandinik7816
@nandinik7816 2 года назад
This series helps a lot. Could you also make a video on how to prepare for the first wound? Is it the python related programs are asked>? or Problems where one has to create a model ? need guidance on this...
@UnfoldDataScience
@UnfoldDataScience 2 года назад
Two things can happen, either a python coding test to filter candidate or some small use case to chet the approach.
@nandinik7816
@nandinik7816 2 года назад
@@UnfoldDataScience ok...thanks for the quick response
@sandipansarkar9211
@sandipansarkar9211 2 года назад
finished watching
@UnfoldDataScience
@UnfoldDataScience 2 года назад
Thanks for watching
@sandipansarkar9211
@sandipansarkar9211 2 года назад
@@UnfoldDataScience It seems you keep a good track of all the people watching your videos.Great.
@simply54
@simply54 4 месяца назад
Bussiness problem, talk about your data ( missing value, if it was in csv file, feature , data collection ) solution approach:patterns , not common , feature engineering ) 4) how did u deliver the value to the bussiness ,how many new subscribe u gained ) 5) mlops flask how many records? Why logistic not random forest
@dp6736
@dp6736 Год назад
Thank you very much for an amazing insights about the interview process.
@UnfoldDataScience
@UnfoldDataScience Год назад
Glad you enjoyed it! pls sahre with friends as well
@rickricky7847
@rickricky7847 3 года назад
Hello sir can you please help ? Im gonna do btech from specialisation Its ai and ml or ai or ds !! which one should i choose
@UnfoldDataScience
@UnfoldDataScience 3 года назад
Evaluate on different parameters.
@amitgawade7168
@amitgawade7168 3 года назад
Sir if possible can u share sample resume
@UnfoldDataScience
@UnfoldDataScience 3 года назад
Ping me on LinkedIn
@pravallikaa3306
@pravallikaa3306 2 года назад
I have cleaned a dataset and modelled a dataset from kaggle, can these be my projects sir? Also are they good enough? :( And how to display them on resume ?
@UnfoldDataScience
@UnfoldDataScience 2 года назад
It can be, make it industry standerd
@pravallikaa3306
@pravallikaa3306 2 года назад
@@UnfoldDataScience how to make it industry standard sir?
@naga4326
@naga4326 Год назад
It's same as Data Analyst project too. Can I explain the data analyst project instead of data science project
@UnfoldDataScience
@UnfoldDataScience Год назад
YEs you can, focus more on business aspects of it.
@manishbolbanda9872
@manishbolbanda9872 3 года назад
Is it applicable for MLE job role as well??
@UnfoldDataScience
@UnfoldDataScience 3 года назад
MLE need to put little focus on technical details / automation/ effort saved.
@tathagatpatil1419
@tathagatpatil1419 3 года назад
NLP project?
@UnfoldDataScience
@UnfoldDataScience 3 года назад
ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-cs049uQWbpg.html
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