5 Unique Python Projects (beginner to intermediate)

The projects cover a variety of different topics from NFTs to games to data science!

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):

📊 365 Data Science:

🖱️Links mentioned in the video
========================
Avery's NFT network analysis tutorial:

Snake game base project:

Ethereum price prediction base project:

🔗Affiliates
========================
Check out StrataScratch for data science interview prep:

🎥 My filming setup
========================

📲Socials
========================

🤯Study with Tina
========================
Study with Tina channel:

How to make a studying scoreboard:

Scoreboard website:

livestreaming google calendar:

🎥Other videos you might be interested in
========================
How I consistently study with a full time job:

How I would learn to code (if I could start over):

🐈‍⬛🐈‍⬛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!

========================
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! :)

[hestiahar]

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

[Thuvu]

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!

[carlosvillanueva]

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.

[melimel]

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.

[fuckooo]

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.

[JournalistLoveTech]

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

[avhvsmatej]

Love these projects, thanks for sharing Tina!

[mowgl_i]

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

[jonel]

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

[adisonhiday]

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

[KeyserTheRedBeard]

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

[tracy]

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

[diamondsnpurrs]

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

[manideepamandal]

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

[andrewtarkington]

Love this! Thank you for these ideas 💡

[ousstack]

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

[HikingFeral]

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

[klamentyne]

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

[MohamedMohamed-urcf]

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.

[mannychoajeno]

You speak fast but incredibly clear. Thank you.