10 coding project ideas! (including data science, data engineering, ML and software engineering)

Many people have asked me what kind of projects are suitable for beginners (or some more intermediate programmers), so in this video I’m showing 10 coding project ideas including data engineering, machine learning engineering, and general software engineering projects! I promised to point you to the right resources, so please find all the useful links to the relevant APIs, data, and libraries below:

WineBot:
Dataset - https://www.kaggle.com/zynicide/wine-reviews
Article on how to return most relevant wine labels - https://towardsdatascience.com/how-to-rank-text-content-by-semantic-similarity-4d2419a84c32
The guy who already used this dataset - https://www.kaggle.com/zynicide/wine-reviews/discussion/75136

TrumpBot:
Dataset - https://www.kaggle.com/ayushggarg/all-trumps-twitter-insults-20152021
Article on how to build a chatbot in Python - https://data-flair.training/blogs/python-chatbot-project/Holidays

ETL:
API - https://calendarific.com/
How to send yourself an e-mail - https://blog.mailtrap.io/sending-emails-in-python-tutorial-with-code-examples/
My data engineering playlist - https://www.youtube.com/playlist?list=PLNkCniHtd0PNM4NZ5etgYMw4ojid0Aa6i

Your Own Alexa:
Google Speech to text:
API https://cloud.google.com/speech-to-textYour

Own YouTube Search Algorithm:
https://towardsdatascience.com/i-created-my-own-youtube-algorithm-to-stop-me-wasting-time-afd170f4ca3a

How Old Is Your Crush:
API - Agify.io

Cocktail Fate:
API - https://www.thecocktaildb.com/api.php?ref=apilist.funWebscrape

Bookstore:
Website - http://toscrape.com/

Chess:
No links, all is up to you!

Other:
Ideasgrab I mentioned -
https://www.ideasgrab.com/

--------------------
Find me on Instagram:
@karo_sowinska

--------------------
If you'd like to buy me a cup of coffee... :)
https://ko-fi.com/karolina_sowinska

Видео 10 coding project ideas! (including data science, data engineering, ML and software engineering) канала Karolina Sowinska