5 Unique Python Projects (beginner to intermediate)

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  • @hestiahar6367
    @hestiahar6367 2 ปีที่แล้ว +60

    I love that you included the skills needed for the various projects. Most don't add it. And I find it really helpful that you added the skills

  • @JournalistLoveTech
    @JournalistLoveTech ปีที่แล้ว +78

    Project list
    1. Automating decision making 0:14
    2. Personal Finance Deshboard 3:39
    3. Building a Game 6:40
    4. NFT collection Network Analysis 10:26
    5. Predicting Ethereum Prices 12:58

  • @carlosvillanueva5632
    @carlosvillanueva5632 2 ปีที่แล้ว +14

    I was thinking of starting my firtst begginer python project. I appreciate the break down of each project and sharing the approach you would take.

  • @melimel67
    @melimel67 ปีที่แล้ว +89

    The first project really reminds me of my first Python project. I always can't decide what to cook so I made a csv file with food items in categories of breakfast, lunch and dinner, their healthiness ratings and how effortful they are. So via getting user input of what time of day I'm eating, how healthy I want it to be and how much effort I wanna put I would get a corresponding random food item. Very basic but I was very happy with it.

    • @mertcangun901
      @mertcangun901 ปีที่แล้ว

      Merhaba Merve bende python üzerinden kendimi geliştirmek istiyorum bazı sormak istediğim sorular var nasıl iletişime geçebilirim seninle.

    • @melimel67
      @melimel67 ปีที่แล้ว +1

      @@mertcangun901 Merhaba Mertcan, su an bende kendimi hala 'beginner' gibi görüyorum ama önerebilecegim ilk sey bence yüzlerce tutorial izlemek yerine en önemli olanlari ilk izleyip/okuyup (mesela pandas, numpy, sci-kit learn) sonra hemen projelere baslamak. Kaggle diye bi website var orda bir cok dataset var, orada ki datasetlerle farkli tür analizler yapip bu sekilde daha cabuk kendini gelistirebilirsin, umarim biraz yardimci olabildim :) Baska sorularin varsa sorabilirsin her zaman :)

    • @ALYASYIFAHANABINTIABDULRAHMANM
      @ALYASYIFAHANABINTIABDULRAHMANM ปีที่แล้ว

      can i hv the code? or can you teach me? im desperate for a sch project..thankyou

    • @abdulbasitkayode7664
      @abdulbasitkayode7664 9 หลายเดือนก่อน

      Can we chat on insta or LinkedIn?

    • @nadineschreiber4263
      @nadineschreiber4263 6 หลายเดือนก่อน

      Oooh that‘s a great idea :)

  • @Thuvu5
    @Thuvu5 2 ปีที่แล้ว +107

    Love these projects, thanks for sharing Tina! 🤩 I think I'd probably go for project #4. I've been using networkx for a while but have never thought of using it for an NFT project!

    • @jgalvan09
      @jgalvan09 2 ปีที่แล้ว

      NFTs are going to be the closest thing to fraterny orginzations you can do so much with the money you raise through NFts and if you learn solidity language you can even create a voting system with governance tokens

  • @fuckooo
    @fuckooo 2 ปีที่แล้ว +228

    I think it's also important to come up with your own projects that matter to you. This allows you to stand out a lot more and a lot more passion will come through in e.g. interviews when you talk about them.

    • @imluminova
      @imluminova ปีที่แล้ว +7

      bro, these projects are for practice

    • @toddhowardson9082
      @toddhowardson9082 ปีที่แล้ว +6

      this is true, but that is the hardest part :/

    • @AcademiaCS1
      @AcademiaCS1 ปีที่แล้ว +3

      You're right, however this is for beginners practice only. Of course your own interests boost your knowledge and potential.

    • @ttrev007
      @ttrev007 5 หลายเดือนก่อน +1

      beginners don't know enough to easily come up with their own ideas that are within the scope of their skills. These are for practice.

  • @mowgl_i
    @mowgl_i 2 ปีที่แล้ว +6

    For project #2, to poll on a timed schedule we could create an micro service on AWS Lambda to run our script and update the dashboard. Maybe even use the 'event' of receiving new data/transaction to trigger our Lambda function

  • @avhvsmatej
    @avhvsmatej 2 ปีที่แล้ว +1

    Love these projects, thanks for sharing Tina!

  • @jonel3596
    @jonel3596 ปีที่แล้ว +2

    I never would have thought of the first project and its honestly really perfect for me as a first portfolio project to do!

  • @HikingFeral
    @HikingFeral ปีที่แล้ว

    This is super useful to me, thanks so much for taking the time to make it.

  • @KeyserTheRedBeard
    @KeyserTheRedBeard 2 ปีที่แล้ว +1

    really good video Tina Huang. I crushed the thumbs up on your video. Maintain up the exceptional work.

  • @tracy8522
    @tracy8522 2 ปีที่แล้ว

    Exactly the thing i need!!! Thank you sooooo much Tina!! 😘😘😘

  • @mannychoajeno3243
    @mannychoajeno3243 2 ปีที่แล้ว +1

    You speak fast but incredibly clear. Thank you.

  • @klamentyne5991
    @klamentyne5991 2 ปีที่แล้ว +2

    Fantastic ideas Tina! Absolutely love listening to you and your advice...I'm always learning from you and you motivate me and it's like my friend is looking out for me lol xx

  • @ousstack
    @ousstack 2 ปีที่แล้ว

    I like how you explain these projects and what we can do with them thank you

  • @chrischan3597
    @chrischan3597 2 ปีที่แล้ว +1

    Would love to try 1 and 2. Hope to see another video like this soon 🙂

  • @ronanmry5680
    @ronanmry5680 ปีที่แล้ว +6

    for the first Project (anime choice), you can add Pyexcel module so you can write your anime data in an excel sheet (way more easier) and then import them in python

  • @adisonhiday3823
    @adisonhiday3823 2 ปีที่แล้ว +48

    Awesome ideas, definitely trying 1-3. A part two in a couple months would be appreciated!

    • @cesarevertolo9359
      @cesarevertolo9359 2 ปีที่แล้ว +3

      I've done the first one: super easy (made it in about 15 minutes) as well as super fun! I recommend it

    • @mahadhussain
      @mahadhussain ปีที่แล้ว

      @@cesarevertolo9359 hey would you mind posting the code for the project, Im having a little trouble with the api part

  • @santiagodm3483
    @santiagodm3483 2 ปีที่แล้ว +2

    At the end you just did it!
    Thanks dear Tina, you're so precious 🥰.

  • @MohamedMohamed-ur9cf
    @MohamedMohamed-ur9cf 2 ปีที่แล้ว +1

    Amazing video, I had joined membership of 365 data science, they have amazing courses and learning path of data scientist and appericate your guidance and knowledge in my learning journey.

  • @julietnjiraini6004
    @julietnjiraini6004 2 ปีที่แล้ว +1

    Okay. I'm not gonna hold it in anymore.
    I'm in 💕💕. Your content is so packed and motivational. Keep up the good work ,love.

  • @andrewtarkington
    @andrewtarkington 2 ปีที่แล้ว

    Love this! Thank you for these ideas 💡

  • @dpesh4087
    @dpesh4087 2 ปีที่แล้ว +1

    Wow great examples, I'm feeling inspired !

  • @imhotyournot914
    @imhotyournot914 2 ปีที่แล้ว +1

    I’ve been tryina figure out how to start practicing forever thank you

  • @TimeManInJail
    @TimeManInJail 2 ปีที่แล้ว +4

    You know, this is much more manageable than I thought. I always wanted to but get overwhelmed

  • @cam00001
    @cam00001 2 ปีที่แล้ว

    Wow, you’re inspiring! Thank you, I’m now going to look into Python more.

  • @elizabethdrew4887
    @elizabethdrew4887 2 ปีที่แล้ว +1

    Project 2 is such a good idea!! I’m totally doing that!!

  • @yankluf
    @yankluf 7 หลายเดือนก่อน +1

    This projects are so much fun!! 🎉🎉 Thanks!!

  • @manideepamandal4611
    @manideepamandal4611 2 ปีที่แล้ว

    Thank you so much Tina..the topics are quite amazing.thank you for explaining them too...if possible can you share some project ideas with SQL

  • @davidtindell950
    @davidtindell950 2 ปีที่แล้ว +2

    Thank You ! Interesting and varied projects ….

  • @noblemutoko714
    @noblemutoko714 2 ปีที่แล้ว +1

    Loving this thanks Tina👏

  • @WolverineAndSloth
    @WolverineAndSloth ปีที่แล้ว +1

    this was a fantastic video. thank you for it

  • @yas1467
    @yas1467 2 ปีที่แล้ว +3

    I have been thinking of doing project 1 for so long!

  • @cwola
    @cwola 2 ปีที่แล้ว +1

    YOUR PROJECCT IDEAS R SO COOL

  • @ac6852
    @ac6852 2 ปีที่แล้ว +1

    This is so awesome and helpful!! Thank you for sharing your ideas 🥰

  • @diamondsnpurrs
    @diamondsnpurrs 2 ปีที่แล้ว +9

    Tina, I love your videos! Can you make one going more in depth on how math is used in Data Science?

  • @idk6465
    @idk6465 ปีที่แล้ว +5

    You are legit one of the few people that explain your thought process with images on screen. As someone with ADHD without meds this helps a lot. Subbed!

  • @SchwarzschildM
    @SchwarzschildM 2 ปีที่แล้ว +2

    I would love to see one of the projects regarding the screen behind you. Currently, it is a plant but the previous one was a nice one as well!

  • @piyushjoshi9512
    @piyushjoshi9512 2 ปีที่แล้ว +2

    Best channel for know about data science 😃💯😊...
    And thank you for this video on projects very cool and helpful 😃👍🥳

  • @teritump2170
    @teritump2170 2 ปีที่แล้ว +2

    Awesome ideas loved it so helpful to start with . Could make a video on Advance python project ideas

  • @khyatisingh3459
    @khyatisingh3459 2 ปีที่แล้ว +49

    Would personally love to see a more in-depth explanation of the first project and how to implement it! Seems very fun and interesting but scary for a new programmer who doesn't know how to do everything! A tutorial or a more-in depth explanation on how to code some of it seems interesting!

    • @oshito
      @oshito ปีที่แล้ว

      I think its more of like a die and it outputs something depending on the outcome of the die,
      Try experimenting first with the random function and lists and you're good to go.

  • @chapingo7067
    @chapingo7067 2 ปีที่แล้ว

    I'm just starting with python, ty so much!

  • @trblmkr5139
    @trblmkr5139 ปีที่แล้ว

    excellent job on this video!!

  • @odec1831
    @odec1831 ปีที่แล้ว

    This video was great; loved the game suggestion 😂

  • @SonsofYe
    @SonsofYe 2 ปีที่แล้ว +1

    What type of our mic you are using?

  • @therabidpancake1
    @therabidpancake1 ปีที่แล้ว +1

    I am just a beginner so I just want to do the projects and learn while I am doing them but I do appreciate hearing about the thought process behind it . I have got down lists and getting items from the lists , I have down the if statement and elif and else , I can define a function , I can write a class , not a very good class but a class . I know some turtle commands , I know some of the random library and I know a little bit of pygame and pygame zero but I am pretty sure that is not enough to get a job . I forgot I know how to use input and how to respond to input and there is range which I do not have a very good grasp on . I probably know more than I think I know but like I said it is not enough to get a job . Getting a job in programming is going to become very important for me probably within the next ten years . I would like to get a head start on it . I also wrote a class that I am unsure what to do with . I have watched tutorials on classes and unfortunately it never works for me the way it does in the video so is the problem me or them ? My main goal other than writing apps is to make video games . I know you can make video games in game engines and I have been doing that but in just about every game engine the good ones anyway all require some kind of coding and that is what got me pursuing programming .

  • @JohannesClinton
    @JohannesClinton 2 ปีที่แล้ว

    Great!
    Thanks for sharing.

  • @pedrorosas924
    @pedrorosas924 2 ปีที่แล้ว +2

    Hi, i am kind of beginner in python. I was looking for projects to increment my learning and i found your video. I just wanna say thank you!! I made the first one you said in the video and in the precess i learned so much!! You know a site i can post my code for other people give me feedbacks?

  • @desafiodatascience
    @desafiodatascience 2 ปีที่แล้ว

    Those are aweome ideas especially for people loving finance and DeFi!
    I might go for #2 once I finished learning the skills.
    Carlos.-

  • @bp5898
    @bp5898 2 ปีที่แล้ว +1

    Anyone have the link for the video walkthrough she mentioned for the personal finance dashboard? I don't see it in the description and can't seem to find it anywhere else. Thanks!

  • @arsnakehert
    @arsnakehert 2 ปีที่แล้ว

    Thank you for really meaning it when you said "without further ado"

  • @trickyardi
    @trickyardi 2 ปีที่แล้ว

    First introduction video that I don't put on x1.5 speed. Good staff

  • @maiamaiapapaya
    @maiamaiapapaya ปีที่แล้ว +3

    I love, love, love how the first project is truly beginner friendly. I just started learning python as my first programming language and I didn't get scared away by the idea of making a list to randomly give me an anime to watch. Yay!

  • @krishna9virgo
    @krishna9virgo 6 หลายเดือนก่อน

    These are great project ideas, as a learner I would really want to see how will you actually do that. Just a request in continuation to this video will you be able to show us how would you work on each of the project, something like real-time work

  • @edgeprobability
    @edgeprobability 2 ปีที่แล้ว +1

    "markets are inefficient" you gained my respect. We have top economists who still can't understand this basic premise lmao

  • @KakMumu
    @KakMumu ปีที่แล้ว

    Thank you so much for this video, now i can make a basic python code 😁😁😁

  • @jgalvan09
    @jgalvan09 2 ปีที่แล้ว +3

    youre amazing i taught myself a year ago and now im a dev in blockchain for AVAX

  • @Codekid296
    @Codekid296 10 หลายเดือนก่อน

    thank you this video helped me

  • @mark_steina
    @mark_steina ปีที่แล้ว

    Such a good video!

  • @ARyan-yv4hb
    @ARyan-yv4hb 2 ปีที่แล้ว +4

    I was like why the hell there's a Sharingan in the thumbnail

    • @jaijain7892
      @jaijain7892 หลายเดือนก่อน

      The sharingan is precisely why I decided to watch this.

  • @harshitsati
    @harshitsati 2 ปีที่แล้ว +163

    what are the chances that even though you write a whole game for your crush that they reject you? 😌

    • @trans-4-5-epoxy-e-2-decenal
      @trans-4-5-epoxy-e-2-decenal ปีที่แล้ว +37

      Beethoven when he was writing Für Elise:

    • @YayBenSpeck
      @YayBenSpeck ปีที่แล้ว +21

      100%

    • @YayBenSpeck
      @YayBenSpeck ปีที่แล้ว +12

      But do it anyway

    • @smokescreen_yt1049
      @smokescreen_yt1049 ปีที่แล้ว +16

      If she rejects you one of the companies you apply to won’t keep grinding

    • @harshitsati
      @harshitsati ปีที่แล้ว +2

      @@smokescreen_yt1049 Hell yes 👏👏

  • @melody9674
    @melody9674 ปีที่แล้ว

    great info !!!

  • @Ibraheem_ElAnsari
    @Ibraheem_ElAnsari 2 ปีที่แล้ว +1

    Loved these projects ! Interested to see your finances dashboard lol :p

  • @keechdesignandconsulting7910
    @keechdesignandconsulting7910 ปีที่แล้ว +1

    I'm really interested in the full turorial about making a Personal Finance Dashboard (at 3:36 in your video). I'm looking in the comments, as well as Avery's page, but can't seem to find the video you're referencing. Could you please provide a link to the full tutorial from Avery? Thanks!

  • @johntellsall9649
    @johntellsall9649 2 ปีที่แล้ว +2

    I teach Python, these are great projects! Thanks

  • @joeynila7049
    @joeynila7049 ปีที่แล้ว

    Thank you!❤

  • @JoaoVaralta
    @JoaoVaralta 2 ปีที่แล้ว

    Thanks for the video, Tina! Can I adapt the ethereum price project to another financial asset? For example, soybeans

  • @harshitsati
    @harshitsati 2 ปีที่แล้ว +6

    wow the camera quality seems better than the previous streams? 😲

  • @abhishekghosh5550
    @abhishekghosh5550 2 ปีที่แล้ว

    Hi there! Thanks for uploading some useful content. I hope I am not missing something but I can't seem to find the link to the full tutorial on Personal Finance Dashboard Project that your friend has avery has done.

  • @ERLN95
    @ERLN95 2 ปีที่แล้ว

    love it thank you

  • @ohhhbirdy5975
    @ohhhbirdy5975 ปีที่แล้ว

    The last project is amazing for learning but honestly, good luck making something with high accuracy

  • @JeatBunkie
    @JeatBunkie 2 ปีที่แล้ว +1

    NFT tracking is a great idea, I’m going to attempt to build this for Terra NFT projects wish me luck

  • @roantabinas2127
    @roantabinas2127 2 ปีที่แล้ว +1

    Hey, newbie here. This is a great Vid! Im actually looking for a mini project inspo.

  • @ezgieftekin4495
    @ezgieftekin4495 2 ปีที่แล้ว

    These are really cool ideas. I am sad that i mever thought about them. Since I am graduated from electronics engineering department, I always come up with electronics + some ML type of ideas but especially the anime project is going to be fun.

  • @konradmadry2690
    @konradmadry2690 2 ปีที่แล้ว +1

    Great video! Could you do a video review of IBM data science Professional Certificate? I just saw your IBM and Google Data Analytics course comparison and I was wondering what do you think about the IBM Data science Certificate. From what I know there isn't a google data science course yet, but it would be really helpful to see your opinion about at least the IBM one.
    Thank you very much!

  • @arseneboundaone3560
    @arseneboundaone3560 2 ปีที่แล้ว +4

    Hi Tina! Great video! Your content is getting better and better! Keep it up! I am interested in the personal finance dashboard project and the automated decision-making one. As soon as I start I will post my git. It sounds fun!
    I couldn't find the link to your friend Avery's project (the one on the personal finance dashboard, I did see the one on NFTs that is referenced here) and I went on his youtube page but since I didn't what it's called I couldn't find it (tried different potential names). If you have it handy could you post it, please? Thanks and have a great day!

    • @tberry61
      @tberry61 2 ปีที่แล้ว +2

      Yes, I'm looking for the project as well too! Thank you for the content Tina... New follower!

    • @felicia9353
      @felicia9353 ปีที่แล้ว +1

      I'm also looking for the link as well! Did you ever end up coding it?

  • @Cole_B169
    @Cole_B169 3 หลายเดือนก่อน

    What python program are people using? Because I’ve just been using idle script, any recommendations

  • @LukeBarousse
    @LukeBarousse 2 ปีที่แล้ว +10

    I'm gonna steal the idea from project #3, but make it to where it asks another TH-camr to do a collab 😜

  • @sirkumsalot6969
    @sirkumsalot6969 2 ปีที่แล้ว +1

    Thanks

  • @KhaliDALKhafaji
    @KhaliDALKhafaji ปีที่แล้ว

    I love you and love your way of explanation

  • @jasontagasa7995
    @jasontagasa7995 2 ปีที่แล้ว

    Hi, any quick tips for someone wanting to be a data scientist but without a related degree? How long do you think will it take to land a job for this situation? Thank you! :)

  • @P3d3r0s0
    @P3d3r0s0 2 ปีที่แล้ว

    Other than making it simpler for beginners, is there another reason to use Pandas for the personal finance dashboard instead of a database?

  • @ok-sj7bx
    @ok-sj7bx ปีที่แล้ว +1

    Critique:
    - I saw no link for the finance dashboard tutorial in description.
    -I am pretty sure you didn't mention that mint only works for people from U.S. or Canada.
    Ps. Does anyone know an app that works for the second project for Europeans?

  • @Sherlock-zb5kz
    @Sherlock-zb5kz ปีที่แล้ว

    Just in time!

  • @minhucnguyen5376
    @minhucnguyen5376 ปีที่แล้ว

    thanks for video

  • @FallenLight0
    @FallenLight0 11 หลายเดือนก่อน

    Thank you

  • @knowledge375
    @knowledge375 2 ปีที่แล้ว

    Did the mint format get illustrated? Thanks for the info.

  • @giogiorno2
    @giogiorno2 ปีที่แล้ว

    the link for JikanPy is not in the description :(
    btw thanks for the video, helped me to decide what to do in this long journey that I will have with coding!

  • @silverleria3788
    @silverleria3788 2 ปีที่แล้ว +2

    Can I use Java for those projects ?

  • @syedmahmud8815
    @syedmahmud8815 8 หลายเดือนก่อน

    Is there any detailed video for the first idea( the anime choosing one)? I loved it sooooo much, but i have soo many questions!😭😭😭😭

  • @y.e.2103
    @y.e.2103 2 หลายเดือนก่อน

    Thanks for the video. How secure i wonder is Mint? linking bank accounts and all.

  • @darrenchan1083
    @darrenchan1083 ปีที่แล้ว

    Hi Tina, may I know if you're using Atom to run? Newbie here

  • @bolajitaiwo9032
    @bolajitaiwo9032 ปีที่แล้ว

    wow i found your channell you are so amazing thanks

  • @vonmoraes
    @vonmoraes 2 ปีที่แล้ว

    Sorry for ask, but where is the link for finance dashboard with mint?

  • @metanoia6033
    @metanoia6033 ปีที่แล้ว

    Tina, do you have tips on how to code efficiently?

  • @hayleygill6179
    @hayleygill6179 ปีที่แล้ว

    What software am I supposed to use for game development as a beginner

  • @mateuszjabonski3208
    @mateuszjabonski3208 ปีที่แล้ว

    Where is the budgeting project done by Avery? I think there is nothing I could find

  • @mingchang4759
    @mingchang4759 ปีที่แล้ว +1

    Someone tell me how do I start? Like where do i start? Learn the basics step by step or just do project? Do i just copy the code for the project? Most of the time I feel so stuck and give up eventually. I dont know aything idk where and how to start. I feel like I have no proper guidance and resource and I'm doing everything wrong way. I have wasted alot of my time cause I feel this way every single day.

  • @zuko9085
    @zuko9085 6 หลายเดือนก่อน

    Hey not seeing the link to your friends video for a personal finance dashboard.

  • @lakshitbhosale3547
    @lakshitbhosale3547 ปีที่แล้ว

    pls can anyone help with first topic Automating decision making i m confused that how make this project pls help me out