5 Unique Python Projects (beginner to intermediate)
Vložit
- čas přidán 2. 06. 2024
- The projects cover a variety of different topics from NFTs to games to data science!
✉️ NEWSLETTER: tinahuang.substack.com/
It's about learning, coding, and generally how to get your sh*t together c:
👨💻 My SQL for data science interviews course (10 full interviews):
365datascience.com/learn-sql-...
📊 365 Data Science:
365datascience.pxf.io/WD0za3 (link for 57% discount for their complete data science training)
🖱️Links mentioned in the video
========================
Avery's NFT network analysis tutorial:
• NFT Data Science Proje...
Snake game base project:
www.geeksforgeeks.org/create-...
Ethereum price prediction base project:
/ ethereum-price-predict...
🔗Affiliates
========================
Check out StrataScratch for data science interview prep:
stratascratch.com/?via=tina
🎥 My filming setup
========================
📷 camera: amzn.to/3LHbi7N
🎤 mic: amzn.to/3LqoFJb
🔭 tripod: amzn.to/3DkjGHe
💡 lights: amzn.to/3LmOhqk
📲Socials
========================
instagram: / hellotinah
linkedin: / tinaw-h
discord: / discord
🤯Study with Tina
========================
Study with Tina channel:
/ @studywithtina7726
How to make a studying scoreboard:
• The scoreboard I use t...
Scoreboard website:
scoreboardswithtina.com
livestreaming google calendar:
bit.ly/3wvPzHB
🎥Other videos you might be interested in
========================
How I consistently study with a full time job:
• How I consistently stu...
How I would learn to code (if I could start over):
• How I would learn to c...
🐈⬛🐈⬛About me
========================
Hi, my name is Tina and I'm a data scientist. I was pre-med studying pharmacology at the University of Toronto until I finally accepted that I would make a terrible doctor. I didn't know what to do with myself so I worked for a year as a research assistant for a bioinformatics lab where I learned how to code and became interested in data science. I then did a masters in computer science (MCIT) at the University of Pennsylvania before ending up at my current job in tech :)
📧Contact
========================
youtube: youtube comments are by far the best way to get a response from me!
linkedin: / tinaw-h
email for business inquiries only: hellotinah@gmail.com
========================
Some links are affiliate links and I may receive a small portion of sales price at no cost to you. I really appreciate your support in helping improve this channel! :) - Zábava
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
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
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.
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!
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
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.
Merhaba Merve bende python üzerinden kendimi geliştirmek istiyorum bazı sormak istediğim sorular var nasıl iletişime geçebilirim seninle.
@@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 :)
can i hv the code? or can you teach me? im desperate for a sch project..thankyou
Can we chat on insta or LinkedIn?
Oooh that‘s a great idea :)
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.
bro, these projects are for practice
this is true, but that is the hardest part :/
You're right, however this is for beginners practice only. Of course your own interests boost your knowledge and potential.
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.
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
Love these projects, thanks for sharing Tina!
I never would have thought of the first project and its honestly really perfect for me as a first portfolio project to do!
Awesome ideas, definitely trying 1-3. A part two in a couple months would be appreciated!
I've done the first one: super easy (made it in about 15 minutes) as well as super fun! I recommend it
@@cesarevertolo9359 hey would you mind posting the code for the project, Im having a little trouble with the api part
This is super useful to me, thanks so much for taking the time to make it.
Love this! Thank you for these ideas 💡
really good video Tina Huang. I crushed the thumbs up on your video. Maintain up the exceptional work.
Exactly the thing i need!!! Thank you sooooo much Tina!! 😘😘😘
I like how you explain these projects and what we can do with them thank you
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
Your profession or knowledge about these digital things are quite fascinating and eye-catching 😍
Would love to try 1 and 2. Hope to see another video like this soon 🙂
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.
You speak fast but incredibly clear. Thank you.
Project 2 is such a good idea!! I’m totally doing that!!
Wow great examples, I'm feeling inspired !
At the end you just did it!
Thanks dear Tina, you're so precious 🥰.
Wow, you’re inspiring! Thank you, I’m now going to look into Python more.
This projects are so much fun!! 🎉🎉 Thanks!!
Tina, I love your videos! Can you make one going more in depth on how math is used in Data Science?
I second this.
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
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
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!
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.
Thank You ! Interesting and varied projects ….
I’ve been tryina figure out how to start practicing forever thank you
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.
You know, this is much more manageable than I thought. I always wanted to but get overwhelmed
YOUR PROJECCT IDEAS R SO COOL
Loving this thanks Tina👏
This is so awesome and helpful!! Thank you for sharing your ideas 🥰
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!
I'm just starting with python, ty so much!
I have been thinking of doing project 1 for so long!
this was a fantastic video. thank you for it
excellent job on this video!!
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!
Awesome ideas loved it so helpful to start with . Could make a video on Advance python project ideas
Best channel for know about data science 😃💯😊...
And thank you for this video on projects very cool and helpful 😃👍🥳
Great!
Thanks for sharing.
This video was great; loved the game suggestion 😂
what are the chances that even though you write a whole game for your crush that they reject you? 😌
Beethoven when he was writing Für Elise:
100%
But do it anyway
If she rejects you one of the companies you apply to won’t keep grinding
@@smokescreen_yt1049 Hell yes 👏👏
thank you this video helped me
Those are aweome ideas especially for people loving finance and DeFi!
I might go for #2 once I finished learning the skills.
Carlos.-
Thank you for really meaning it when you said "without further ado"
no more ado!!
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
great info !!!
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?
youre amazing i taught myself a year ago and now im a dev in blockchain for AVAX
nice!!
"markets are inefficient" you gained my respect. We have top economists who still can't understand this basic premise lmao
Such a good video!
I teach Python, these are great projects! Thanks
Thank you so much for this video, now i can make a basic python code 😁😁😁
First introduction video that I don't put on x1.5 speed. Good staff
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 .
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!
I love you and love your way of explanation
Thank you!❤
love it thank you
Loved these projects ! Interested to see your finances dashboard lol :p
one dayyy
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!
Yes, I'm looking for the project as well too! Thank you for the content Tina... New follower!
I'm also looking for the link as well! Did you ever end up coding it?
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.
Thanks
NFT tracking is a great idea, I’m going to attempt to build this for Terra NFT projects wish me luck
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.
The last project is amazing for learning but honestly, good luck making something with high accuracy
Hey, newbie here. This is a great Vid! Im actually looking for a mini project inspo.
wow i found your channell you are so amazing thanks
I love ur videos so much ❤❤
finally mushishi getting some recognition through a coding channel
it's such a unique anime!
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!
I'm gonna steal the idea from project #3, but make it to where it asks another CZcamsr to do a collab 😜
genius 🤔
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 🤔
nice! c:
Tweetpy
wow the camera quality seems better than the previous streams? 😲
thanks for video
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! :)
Thank you
Just in time!
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)
You're very likely to use math as a data scientist, specifically statistics if you want to do data analysis.
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
Thanks for the video. How secure i wonder is Mint? linking bank accounts and all.
if the time and effort spent on making the game improve the chances of being accepted then i might consider it 😌
Did the mint format get illustrated? Thanks for the info.
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!
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!
Is there any detailed video for the first idea( the anime choosing one)? I loved it sooooo much, but i have soo many questions!😭😭😭😭
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!
Tina, do you have tips on how to code efficiently?
Other than making it simpler for beginners, is there another reason to use Pandas for the personal finance dashboard instead of a database?
lovely video. :)
Start small, that is very true
Hi, I got a personal dilemma, which I think you could help with greatly. I (22y old) study econometrics and data science and am in my second year. I really want to learn more about (empirical) data science and I have been accepted as an intern as a data analyst for a good company. However, I can only do this if spend 5 full days a week for 3 months (minimum) working there. The only time I can possibly do this is during the upcoming summer break, until my minor starts mid September. The thing is, I kind off feel burned out already as these last two years were quite stressful for me, and could really use some time in the sun etc.
What do you think I should do?
Is experience in the form of internship crucial or are there other possibilities to stand out? Like taking extra courses or doing these projects perhaps, in my free time.
I don't recommend you to stop your uni. It's okay to stop for some time, maybe rest a bit after the internship, but try to end it. It's not mandatory, but it will help you a lot and some companies will need you to have a degree or even if you want to work abroad or study a masters after it will be useful :)
What python program are people using? Because I’ve just been using idle script, any recommendations
Thanks for the video, Tina! Can I adapt the ethereum price project to another financial asset? For example, soybeans
Simple Application Enter Your Details
czcams.com/video/DWn5-Ej8R-M/video.html
Amazing video but would tkinter be better to make the gui for the game?
your English >>>>> ❤❤❤