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

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
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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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[@vikraantkoushikapai3520]

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]

You are the best and most genuine guy for data science I found on TH-cam. Keep doing good work

[@shubha07m]

This is one of the best approach for describing the project I have ever seen. Thanks a ton!

[@ankitdhanore1355]

After watching dozens of lengthy useless videos this was the best video present in TH-cam...this was so helpfulll......

[@kalyanishevatekar9915]

Sir you really explained it in easy words ...thank u so much

[@AshutoshSingh-ki9gb]

Amazing Explaination

[@Raj_indian10]

Good Explanation

[@animeshbagchi7881]

Best explanation i found in youtube…..

[@UnfoldDataScience]

Thanks Animesh.

[@mainuddinali9561]

great

[@nithyapalanisamy4904]

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]

Thanks Nithya. Will do

[@gauravkamble9702]

This is definitely going to help me a lot in my interview!
Thank you, Sir 😊

[@UnfoldDataScience]

Best of luck!

[@prateeksachdeva1611]

Very informative insights

[@UnfoldDataScience]

Thanks Prateek.

[@vikiyeole40]

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]

Thanks a lot. It means a lot.

[@vivekverma1320]

Great Video Aman sir .

[@UnfoldDataScience]

Thanks alot Vivek. Continue learning and watching.

[@Paladipradeep]

Video is very helpful. Thank you 🙏

[@UnfoldDataScience]

Welcome Pradeep. Hope you are doing good

[@yasarahmedshaik6623]

Nice Sir,
Thanks a lot

[@UnfoldDataScience]

Thanks for feedback

[@shubhamkhatri7905]

great content ! thank you

[@UnfoldDataScience]

Glad you liked it!

[@balvindersingh1389]

Aman ! please make tutorial on either "complete course on DS" or on "ML"

[@ashishbhatnagar8682]

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]

th-cam.com/video/8PFt4Jin7B0/w-d-xo.html
th-cam.com/video/7XvBwQeT9OI/w-d-xo.html

[@somabhadra5325]

really useful.

[@UnfoldDataScience]

Thanks Soma

[@svk1869]

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

[@raajnghani]

Very informative video you made. If I got this video few weeks ago, i had cleared the interview for some companies.

[@UnfoldDataScience]

Glad it was helpful!

[@sainathpawar9655]

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]

Thanks Sainath, sure.

[@papa4669]

Can you please make a video on project explanation by taking some project example please?

[@Juzz_RSA]

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]

Yes, search with "Unfold data science model deployment"

[@Juzz_RSA]

Thank you, let me search now😀

[@ankitac4994]

Very helpful

[@UnfoldDataScience]

Glad you felt so! Please share with others as well Ankita 🙂 so that more people can benefit from it.

[@saiharshareddy8808]

Helpful❤️

[@saiharshareddy8808]

Aman sir please let me know when you are free for conducting mock interview... I am eagerly waiting for the opportunity !!!

[@sarikadesai9376]

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]

Let me see on that Sarika.

[@ashulohar8948]

Hey plzz make a vedio on how to importing data

[@simply54]

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

[@avinashsagar5165]

Kindly please make some complete model deployment on any of the cloud(aws or gcp)
.

[@UnfoldDataScience]

Will do Avinash.

[@VijayKumar-pd8mu]

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]

Thanks for asking vijay, I ll put a video on this topic.

[@VijayKumar-pd8mu]

@@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]

I have also same doubt

[@nandinik7816]

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]

Two things can happen, either a python coding test to filter candidate or some small use case to chet the approach.

[@nandinik7816]

@@UnfoldDataScience ok...thanks for the quick response

[@sherrytang8449]

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]

You can prepare story

[@gnaneshgn8341]

Sir.. PCA or EDA please do a video sir

[@UnfoldDataScience]

Sure Ganesh.

[@sandipansarkar9211]

finished watching

[@UnfoldDataScience]

Thanks for watching

[@sandipansarkar9211]

@@UnfoldDataScience It seems you keep a good track of all the people watching your videos.Great.

[@arsh053]

Pls suggest me some topics for my dissertation project in machine learning

[@amitgawade7168]

Hey this is really useful information..

[@UnfoldDataScience]

Thanks Amit.

[@dp6736]

Thank you very much for an amazing insights about the interview process.

[@UnfoldDataScience]

Glad you enjoyed it! pls sahre with friends as well

[@rickricky7847]

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]

Evaluate on different parameters.

[@naga4326]

It's same as Data Analyst project too. Can I explain the data analyst project instead of data science project

[@UnfoldDataScience]

YEs you can, focus more on business aspects of it.

[@pravallikaa3306]

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]

It can be, make it industry standerd

[@pravallikaa3306]

@@UnfoldDataScience how to make it industry standard sir?

[@amitgawade7168]

Sir if possible can u share sample resume

[@UnfoldDataScience]

Ping me on LinkedIn

[@manishbolbanda9872]

Is it applicable for MLE job role as well??

[@UnfoldDataScience]

MLE need to put little focus on technical details / automation/ effort saved.

[@tathagatpatil1419]

NLP project?

[@UnfoldDataScience]

th-cam.com/video/cs049uQWbpg/w-d-xo.html