Data Science Project from Scratch - Part 1 (Project Planning)

This is part 1 of my new series, Data Science Project from Scratch. In this video I go through the planning and idea creation for this new data science project.

I have gotten quite a few requests to do data science project from scratch. I also left these series mostly unedited so you can see me get stuck and how I figure out the path forward.

The next phases of the project are, data collection, data cleaning, eda, model building, and productionzation.

For data science project ideation, you generally have two approaches. You can look through available data on kaggle or google data, or you can come up with an idea and then go out and find your data. In this video, I show you how to do both approaches.

I end up choosing a data science project based on a simple whiteboarding session. We will try to predict data science salaries based on data scraped from glassdoor or linkedin.

In part 2 I will show you how to scrape your data and how to set up a github repo.

#DataScience #KenJee #DataScienceProject

Partners & Affiliates

MORE DATA SCIENCE CONTENT HERE:

Check These Videos Out Next!

My Playlists

[KenJee_ds]

I am happy to hold you guys accountable on your projects! Leave some of your ideas in the section below to make sure that you will do them. Also, make sure to subscribe and turn on notifications to be alerted when part 2 comes out on Monday!

[hasankhalid]

This is perfect. Please add more like this and explain why you are doing the steps. Most teach but dont explain the reasoning. A series on basic DS projects would be awesome.

[Nikkhil]

one of the things in the video is the background music. somehow that keeps us glued in the video and also you content is amazing sir. Thank you for this.

[kumarrahul]

Hey Ken ! Thank you for creating an amazing platform for us to not get overwhelmed with data science. This is my start of data science journey. I am so glad to be here. More power to you :)

[luckyharbinger]

Thank you, even just this intro made me much more confident about my current university assignment.

[alifiachowdhury]

Hi! I am already following this series and this morning I was reading an article about a man who got an interview from the first data science job he applied for; he started his data science journey by following this series too! The article is by Mario Paul at Towards Data Science titled: "I Got An Interview From The Only Data Science Job I applied for." This is so awesome!

[bolasamer]

That's great!!, I think mastering the skill of working on projects and uploading and using them in making a powerful personal portfolio is the keyword of being professional in the field and getting finding good job, so plz we need more of that staff

[temperance]

You are phenomenal and so is this series! I am primarily a spatial and kinetic learner and for some reason, I'm insane with statistics and probability though I tend to forget the formal terminology and theories that I actually implement. I've been wanting to find a way to learn hands on then get the terminology later on, since I'm in school full time, working full time and beginning my first start up so this series is helpful and simply perfect for my schedule.

[chetandesai]

Thanks Jen i am national lawn tennis player and want to be a data scientist the moment I saw you writing tennis I hit the like button, this is the perfect one for me to startup with

[davidyoo]

Hey Ken, the quality of your videos are getting better and I am enjoying this series. thank you for this content!

[grantchan]

Hey Ken, thank you so much for this. I am currently trying to transition from consulting to data science, but have been really struggling to find ways to demonstrate my knowledge to potential employers. This really helped! Projects don't look like so daunting now!

[mohammedafaounoddenahmed]

Ken we would love to see more series like this . Totally loveddd it ! .

[AbuzerRasool]

Thank you for the Data Science project from scratch videos series.

[oguzhantorayev]

Very underrated channel! I believe i just found a diamond in a haystack!

[HemanthGanesh]

Thanks for this wonderful project walk through. You are my teacher now.

[naniv]

Thanks a lot for uploading detailed and crisp DS project. This is really helpful !!

[saintemy]

My new favorite series on Youtube :) Thank you Ken JEE

[Lizzy]

Love this series. This is exactly what I need help with right now. Thank you so much....You're rock Ken :)

[cocodrillllo]

Just getting into your work. Thank you so much learning more from you than I am in class

[AndrewAlarcon]

Another great video. Showing us how to think and plan rather than just spitting out explicit answers. Excited for the future installments.