The Programming Roadmap For Data Science

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  • čas přidán 25. 08. 2024

Komentáře • 63

  • @KenJee_ds
    @KenJee_ds  Před 2 lety +14

    To get things started, I would like to do a python project where I automate the watering of my plants! Share the projects you would like to work on below! Again, thanks for watching! Be sure to check out all the resources in the description above!

    • @petervd6207
      @petervd6207 Před 2 lety +1

      nice! your plants would love you depending on type, probably start with measuring moisture content, - nutrient content of soil, amount to increase or decrease within limits, allowing for location / evaporation in the house - sun - shade. best time to adjust - if these are not accounted for you could end up with overwatering etc.
      - Unfortunately I would be the one searching for new plants

  • @mariopaul6505
    @mariopaul6505 Před 2 lety +11

    A video many have been waiting for!
    A Ken Jee classic! I agree that at first, coding "seems" hard and challenging.
    Once you get started with your first project, you begin to realize how much fun it is! A few well documented personal projects later, you're well on your way to potentially apply for entry level jobs.
    Keep grinding everyone!

  • @skinnysenpai6794
    @skinnysenpai6794 Před rokem +5

    So basically
    Datatypes
    Variables work
    Logical operators if else elif
    Loops while and for
    Functions encapsulate and reuseability
    Basic data structures work tuples dictionary set list
    Then libraries , pandas, numpy matplotlib, scikit learn
    Arrays, series, dataframe from numpy
    Classes and object oriented programming is for later
    And build projects to renforce learnings,
    Also just follow projects on kaggle line by line don't worry about feeling less of and just learn how the project is build.
    And take it easy on yourself

  • @evoguru8089
    @evoguru8089 Před 2 lety +14

    I often notice myself skipping some basics and hopping onto more advanced models and techniques. However, as elementary, as they may appear at first, coding basics always need to come first. The more you know them, the easier it’ll be to grasp more complex structures.

  • @voyager1996
    @voyager1996 Před 2 lety +5

    This is awesome! I'm in my first semester of master's program in Data Science, but I was having a hard time since I come from linguistics background. Now I feel like some clouds have been cleared up. Thank you so much for the video and can't wait to watch your next content! Cheers :)

    • @KenJee_ds
      @KenJee_ds  Před 2 lety +1

      Amazing! Glad to hear this helped!

  • @amospan14
    @amospan14 Před rokem +2

    Love the jiu jitsu visual analogy to when you feel stuck debugging a coding problem. Have no fear cause likely a developer on stackoverflow has experienced the same problem and solved it. Thank you my man!

  • @r1fl3r93
    @r1fl3r93 Před rokem +1

    Copying and pasting codes and executing it is a very unique way to learn, currently im doing data science Professional course on Coursera by IBM and they used this technique in Jupyter Notebooks.

  • @alposchris
    @alposchris Před rokem +1

    Well, I have to admit that this is the best video to lead you on the programming path! Thanks Ken!

    • @KenJee_ds
      @KenJee_ds  Před rokem +1

      Thanks for watching Christos!

  • @mabenba
    @mabenba Před 2 lety +3

    This video is amazing. Thanks for sharing your wisdom.
    What I would love to make with python is an automated speed test for my internet that collect band width data every certain amount of time to make a dataset to present a claim to my internet provaider.

  • @DanielTobi00
    @DanielTobi00 Před 2 lety +2

    This came in right in time.
    I am about to resume school in a month.
    I have been planning to teach my course mates Data Science.

  • @brindhaganesan3580
    @brindhaganesan3580 Před rokem +1

    Excellent video Ken!!!! I love the quality of your videos. Keep up the great work :D

  • @harshitsati
    @harshitsati Před 2 lety +2

    wow this was very informative! love the Jujutsu training clips! :)

  • @Fajita_boi_swag
    @Fajita_boi_swag Před 2 lety +1

    Love this advice, also @Ken Jee your Gis in the video are super dope!

  • @wesleyatkinson1049
    @wesleyatkinson1049 Před rokem +1

    This was excellent Ken, thank you!

  • @SeattleDataGuy
    @SeattleDataGuy Před 2 lety +3

    That face when you're rolling...😅...it was at this moment Ken realized he fricked up.

    • @KenJee_ds
      @KenJee_ds  Před 2 lety +2

      Lol I f'ed up when I set foot on the mat

    • @SeattleDataGuy
      @SeattleDataGuy Před 2 lety

      @@KenJee_ds At least you're learning a lot! Also, are you preparing to take on Joe in a match.

  • @knw-seeker6836
    @knw-seeker6836 Před rokem +1

    Thank you for the fantastic and simple explanation

  • @estebanlegare
    @estebanlegare Před rokem +1

    Interesting, keep it up

  • @Eta_Carinae__
    @Eta_Carinae__ Před rokem +2

    Though R is _technically_ a programming language, I think very few people use it for programming. And that's almost ditto for Python, ime. I just think that if you're in a bit of a pinch, actually solving a problem by programming just makes your life so much easier, and I think Python tends to get you to the program you want to write much easier, mainly because it's C-like.

  • @jonforsgren7428
    @jonforsgren7428 Před 2 lety +1

    I train jiu jitsu as well. Blue belt here! Learning Data Science as I found a passion in working with data. If you're ever in Michigan please let me know and come train with us at our gym! I would like to eventually find ways to use data science to come up with interesting projects within the jiu jitsu landscape.

    • @KenJee_ds
      @KenJee_ds  Před 2 lety

      I will do for sure!

    • @KenJee_ds
      @KenJee_ds  Před 2 lety

      Actually in Michigan in like 2 weeks haha shoot me an email at kenjee.ds@gmail.com

  • @felixc.programs8209
    @felixc.programs8209 Před 2 lety +3

    I was about to make a similar video and watching this inspired me plenty of new ideas, now I have to rewrite my entire script so thanks for nothing. Jokes aside, great video and inspiring as always!

  • @Ibraheem_ElAnsari
    @Ibraheem_ElAnsari Před 2 lety +1

    I can attempt to take you on in a cook-off but not in Jiu Jitsu 🌻
    Great video Ken ! Thank you

    • @KenJee_ds
      @KenJee_ds  Před 2 lety +1

      Lol we will do it some day!

  • @Glenners
    @Glenners Před 2 lety +1

    Thanks for the info dude! Just FYI your LEDs are causing that banding. The frequency of the pulse width modulation is lining up with your shutter speed/ frame rate, if you change your shutter speed a bit you could get it to go away (wouldn't be using 180 degree rule anymore but who cares).

    • @KenJee_ds
      @KenJee_ds  Před 2 lety +1

      Thank you! I didn't notice it when I was shooting, and my editor pointed it out when he was going through it. Will be making some adjustments in the next vid!

    • @Glenners
      @Glenners Před 2 lety

      @@KenJee_ds I know because I've done the same thing haha. Hard to see everything with the little screen on a camera sometimes.

  • @waqarahmad9094
    @waqarahmad9094 Před rokem +1

    great work Ken Jee

  • @syedraza6314
    @syedraza6314 Před 2 lety +1

    you were super helpful when i emailed you about a year ago just so others know but please don't blow up his inbox lol. anytime a market becomes bloated or saturated you need a remedy its nature i believe. with data science and analytics courses even masters degree being handed out by the dozen, what do you think is the future of DS analytics this whole industry that relies on experts that transform data into insights. What will happen in the next 3-5 years from your standpoint (you're def an expert in area if not one of the top, def up there and you're always objective, only giving more credibility to your opinions). thanks Ken.

    • @KenJee_ds
      @KenJee_ds  Před 2 lety +1

      Thank you so much for the kinds words Syed! I made a video a few months ago called "Is data science dying?" this is my best thoughts on the future of the field!

    • @syedraza6314
      @syedraza6314 Před 2 lety

      @@KenJee_ds will check out and i hope not for another 3 years need that job security sir.

  • @MrViperHiggins
    @MrViperHiggins Před rokem +1

    Hey Ken great video as always man. Can I ask what are those boards at 2:51 they are awesome!

    • @KenJee_ds
      @KenJee_ds  Před rokem

      They are black dry erase boards at my gym!

  • @salomeshunamon
    @salomeshunamon Před 2 lety +1

    Thanks so much for this video. The link to the youtube for freecodecamp isn't working. I had a question (perhaps for another video)- what "certifications" (if any) are valuable in the DS space?

    • @KenJee_ds
      @KenJee_ds  Před 2 lety

      Should be fixed now, thank you for pointing that out!

  • @diegoariel707
    @diegoariel707 Před 2 lety +1

    Thanks for the video!
    What are your thoughts regarding the math of data science?

    • @KenJee_ds
      @KenJee_ds  Před 2 lety +1

      Hi Diego - This is an older video of mine, but I think it could help! czcams.com/video/zSwM5uVeylU/video.html&ab_channel=KenJee

  • @hujanair2
    @hujanair2 Před 2 lety

    You are a godsent. I am 31 who wants to go into tech by doing data scientist bootcamp. Are companies still looking for entry level data scientist jobs? Or should i pick up another skill aside from the basics before applying left and right?

  • @sawyerhunt9293
    @sawyerhunt9293 Před 2 lety +1

    I started doing some EDA on data from my workouts acquired from my Apple Watch, but I’m unsure where to go from here. Anyone have any suggestions? Thanks in advance!

    • @KenJee_ds
      @KenJee_ds  Před 2 lety

      You could see how that relates to your other health metrics like resting HR or your sleep!

  • @victorpinasarnault9135
    @victorpinasarnault9135 Před 2 lety +1

    Java? Interesting

  • @ThiccCows
    @ThiccCows Před 2 lety +1

    I recently just tried Spyder IDE and reminds me of a lot of R. If your an R enthusiast trying to pick up python , I recommend giving Spyder a try !

  • @ripper_op5442
    @ripper_op5442 Před rokem +2

    IDLE IN 2023, ANYONE?