5 Unique Python Projects (beginner to intermediate)

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  • Опубликовано: 22 авг 2024

Комментарии • 262

  • @hestiahar6367
    @hestiahar6367 2 года назад +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

  • @melimel67
    @melimel67 Год назад +92

    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 Год назад

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

    • @melimel67
      @melimel67 Год назад +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 Год назад

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

    • @Abdulbasit_imam
      @Abdulbasit_imam 10 месяцев назад

      Can we chat on insta or LinkedIn?

    • @nadineschreiber4263
      @nadineschreiber4263 7 месяцев назад

      Oooh that‘s a great idea :)

  • @Thuvu5
    @Thuvu5 2 года назад +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 года назад

      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

  • @JournalistLoveTech
    @JournalistLoveTech Год назад +80

    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

  • @fuckooo
    @fuckooo 2 года назад +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 Год назад +7

      bro, these projects are for practice

    • @toddhowardson9082
      @toddhowardson9082 Год назад +6

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

    • @AcademiaCS1
      @AcademiaCS1 Год назад +3

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

    • @ttrev007
      @ttrev007 6 месяцев назад +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.

  • @carlosvillanueva5632
    @carlosvillanueva5632 2 года назад +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.

  • @adisonhiday3823
    @adisonhiday3823 2 года назад +48

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

    • @cesarevertolo9359
      @cesarevertolo9359 2 года назад +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 Год назад

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

  • @khyatisingh3459
    @khyatisingh3459 2 года назад +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 Год назад

      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.

  • @ronanmry5680
    @ronanmry5680 Год назад +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

  • @harshitsati
    @harshitsati 2 года назад +162

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

  • @ARyan-yv4hb
    @ARyan-yv4hb 2 года назад +4

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

    • @jaijain7892
      @jaijain7892 Месяц назад

      The sharingan is precisely why I decided to watch this.

  • @mowgl_i
    @mowgl_i 2 года назад +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

  • @jonel3596
    @jonel3596 Год назад +2

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

  • @mannychoajeno3243
    @mannychoajeno3243 2 года назад +1

    You speak fast but incredibly clear. Thank you.

  • @idk6465
    @idk6465 2 года назад +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!

  • @TimeManInJail
    @TimeManInJail 2 года назад +4

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

  • @maiamaiapapaya
    @maiamaiapapaya Год назад +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!

  • @diamondsnpurrs
    @diamondsnpurrs 2 года назад +9

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

  • @yankluf
    @yankluf 7 месяцев назад +1

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

  • @jgalvan09
    @jgalvan09 2 года назад +3

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

  • @yas1467
    @yas1467 2 года назад +3

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

  • @cwola
    @cwola 2 года назад +1

    YOUR PROJECCT IDEAS R SO COOL

  • @santiagodm3483
    @santiagodm3483 2 года назад +2

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

  • @WolverineAndSloth
    @WolverineAndSloth Год назад +1

    this was a fantastic video. thank you for it

  • @avhvsmatej
    @avhvsmatej 2 года назад +1

    Love these projects, thanks for sharing Tina!

  • @KeyserTheRedBeard
    @KeyserTheRedBeard 2 года назад +1

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

  • @julietnjiraini6004
    @julietnjiraini6004 2 года назад +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.

  • @davidtindell950
    @davidtindell950 2 года назад +2

    Thank You ! Interesting and varied projects ….

  • @edgeprobability
    @edgeprobability 2 года назад +1

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

  • @SchwarzschildM
    @SchwarzschildM 2 года назад +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!

  • @imhotyournot914
    @imhotyournot914 2 года назад +1

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

  • @HikingFeral
    @HikingFeral Год назад

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

  • @harshitsati
    @harshitsati 2 года назад +6

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

  • @dpesh4087
    @dpesh4087 2 года назад +1

    Wow great examples, I'm feeling inspired !

  • @noblemutoko714
    @noblemutoko714 2 года назад +1

    Loving this thanks Tina👏

  • @MohamedMohamed-ur9cf
    @MohamedMohamed-ur9cf 2 года назад +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.

  • @LukeBarousse
    @LukeBarousse 2 года назад +10

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

  • @arsnakehert
    @arsnakehert 2 года назад

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

  • @tracy8522
    @tracy8522 2 года назад

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

  • @teritump2170
    @teritump2170 2 года назад +2

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

  • @piyushjoshi9512
    @piyushjoshi9512 2 года назад +2

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

  • @krishna9virgo
    @krishna9virgo 7 месяцев назад

    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

  • @ousstack
    @ousstack 2 года назад

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

  • @therabidpancake1
    @therabidpancake1 Год назад +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 .

  • @andrewtarkington
    @andrewtarkington 2 года назад

    Love this! Thank you for these ideas 💡

  • @elizabethdrew4887
    @elizabethdrew4887 2 года назад +1

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

  • @klamentyne5991
    @klamentyne5991 2 года назад +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

  • @trickyardi
    @trickyardi 2 года назад

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

  • @Ibraheem_ElAnsari
    @Ibraheem_ElAnsari 2 года назад +1

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

  • @monisprabu1174
    @monisprabu1174 2 года назад +3

    finally mushishi getting some recognition through a coding channel

    • @TinaHuang1
      @TinaHuang1  2 года назад +2

      it's such a unique anime!

  • @arseneboundaone3560
    @arseneboundaone3560 2 года назад +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 года назад +2

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

    • @felicia9353
      @felicia9353 Год назад +1

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

  • @100rvkumar
    @100rvkumar Год назад

    *#5_Unique_Python_Projects_**:*
    1. Automatic Decision Making
    Skills - Lists, Random Module, Input Function
    Advance Skills - Pandas, APIs
    2. Personal Finance Dashboard
    Skills - Base Python, Pandas, Streamlit
    Advance Skills - APIs
    3. Building a Game (Secret Questions)
    Skills - Base Python, GUIs(Turtle)
    4. NFT Collection Network Analysis
    Skills - Base Python, Pandas, NetworkX, PyViz
    5. Predicting Ethereum Prices
    Skills - Base Python, Pandas, APIs, ML Time Series Analysis

  • @chrischan3597
    @chrischan3597 2 года назад +1

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

  • @chapingo7067
    @chapingo7067 2 года назад

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

  • @ac6852
    @ac6852 2 года назад +1

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

  • @ohhhbirdy5975
    @ohhhbirdy5975 Год назад

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

  • @cam00001
    @cam00001 2 года назад

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

  • @Emmanueljason
    @Emmanueljason 2 года назад

    ‘You’re too scared to ask your crush out like a normal person’💀😂😂

  • @1_Java
    @1_Java 2 года назад +1

    That's a big cat 0:51

  • @odec1831
    @odec1831 Год назад

    This video was great; loved the game suggestion 😂

  • @kengurooable
    @kengurooable 2 года назад +2

    I think I'll do #4 and #5. They sound more interesting to me, especially the introduction of ML in #5. I'll add a sentiment analysis from Twitter as well. And, maybe, expand to other crypto currencies 🤔

  • @trblmkr5139
    @trblmkr5139 Год назад

    excellent job on this video!!

  • @Sherlock-zb5kz
    @Sherlock-zb5kz Год назад

    Just in time!

  • @manideepamandal4611
    @manideepamandal4611 2 года назад

    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

  • @acemusiq900
    @acemusiq900 Год назад

    For updating the dashboard I think using beautiful soup is how you probably do that

  • @pedrorosas924
    @pedrorosas924 2 года назад +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 года назад

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

  • @JohannesClinton
    @JohannesClinton 2 года назад

    Great!
    Thanks for sharing.

  • @Meithighs
    @Meithighs 2 года назад

    my assumption based on internet culture:
    basically the whole community sends a bunch of videogames with a not so cryptic message asking out tina about 24 hours after the video comes out

  • @sirkumsalot6969
    @sirkumsalot6969 2 года назад +1

    Thanks

  • @SonsofYe
    @SonsofYe 2 года назад +1

    What type of our mic you are using?

  • @JeatBunkie
    @JeatBunkie 2 года назад +1

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

  • @johntellsall9649
    @johntellsall9649 2 года назад +2

    I teach Python, these are great projects! Thanks

  • @KakMumu
    @KakMumu Год назад

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

  • @ukaszzbrozek6470
    @ukaszzbrozek6470 2 года назад +1

    Cute girl, anime and programming... You win the Internet!

  • @Codekid296
    @Codekid296 11 месяцев назад

    thank you this video helped me

  • @roantabinas2127
    @roantabinas2127 2 года назад +1

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

  • @jonakthakuria8508
    @jonakthakuria8508 Месяц назад

    3rd project is best, I am surprised that someone else thought that....

  • @ok-sj7bx
    @ok-sj7bx Год назад +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?

  • @joeynila7049
    @joeynila7049 Год назад

    Thank you!❤

  • @keechdesignandconsulting7910
    @keechdesignandconsulting7910 Год назад +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!

  • @mark_steina
    @mark_steina Год назад

    Such a good video!

  • @melody9674
    @melody9674 Год назад

    great info !!!

  • @haoyueli8556
    @haoyueli8556 2 года назад

    Start small, that is very true

  • @calebwany8422
    @calebwany8422 2 года назад +6

    Wish you could do a more extensive video on "automated decision making". It seems to be the most noob-friendly out of the bunch. Thank you and good night!

  • @AndrewForeman88
    @AndrewForeman88 2 года назад +1

    😅 Lots of social awkwardness ✅and how many self-reflection induced cringe thoughts did the game illicit 🤣 Thanks for all the !FinancialAdvise, no ETH has been harmed in the making of your video (yet). You are really brilliant Tina! Thanks again for the post!

    • @TinaHuang1
      @TinaHuang1  2 года назад

      you’re too kind ❤️ really happy you liked the vid #notfinancialadvice

  • @ERLN95
    @ERLN95 2 года назад

    love it thank you

  • @ezgieftekin4495
    @ezgieftekin4495 2 года назад

    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.

  • @giogiorno2
    @giogiorno2 Год назад

    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!

  • @alfkh
    @alfkh Год назад

    your cat is so cute! Unfortunately, my 2 cats ran away when i moved 2 my new place; scared off by all these strange people walking in & out of the house. i decided not 2 adopt any more pets bec i'm at times out of the house for as much as 12h. The pets will need some co during that time.

  • @y.e.2103
    @y.e.2103 3 месяца назад

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

  • @syedmahmud8815
    @syedmahmud8815 9 месяцев назад

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

  • @roronoauzumaki2300
    @roronoauzumaki2300 Год назад +1

    Amazing video but would tkinter be better to make the gui for the game?

  • @mingchang4759
    @mingchang4759 Год назад +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.

  • @FallenLight0
    @FallenLight0 Год назад

    Thank you

  • @bp5898
    @bp5898 2 года назад +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!

  • @sofibot8601
    @sofibot8601 2 года назад +2

    hey Tina! hope you don't mind me asking this here. I realized that IT related majors are full of math in their curriculum, and I'm curious about how much math you actually need to use on your day to day as a data scientist? (I'm trying to decide on a major and don't particularly enjoy math, but figured I'd be ok with it if I didn't need it on my job :p)

    • @hellzbasket7653
      @hellzbasket7653 2 года назад +2

      You're very likely to use math as a data scientist, specifically statistics if you want to do data analysis.

    • @marla0412
      @marla0412 2 года назад +2

      as a software engineer you'll still need math but it's a lot easier to get into your brain than say, statistics if you were to do data analysis. don't be afraid of the math! even people who aren't really good at maths can become great programmers

  • @n0va446
    @n0va446 Год назад

    your English >>>>> ❤❤❤

  • @KhaliDALKhafaji
    @KhaliDALKhafaji Год назад

    I love you and love your way of explanation

  • @minhucnguyen5376
    @minhucnguyen5376 2 года назад

    thanks for video