5 Beginner Data Science Projects to start today!
In this video, I walk through 5 beginner data science projects starting in data analysis and progressing towards machine learning!
Tina’s channel:
/ tinahuang1
Learn more about the Dataiku platform: https://www.dataiku.com/
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Resources mentioned in video
Personal finance and budgeting
Budgeting template: https://docs.google.com/spreadsheets/...
*Base template credit to Sorelle Amore: / sorelleamorefinance
NFTs
Feature importance: https://towardsdatascience.com/unders...
NFT dataset: https://www.kaggle.com/simiotic/ether...
Clustering: https://knowledge.dataiku.com/latest/...
Trading bot:
EMA crossover strat:
EMA strategy - https://www.investopedia.com/articles...
Code - https://drive.google.com/file/d/1ahrC...\
RSI strat:
RSI strategy - https://tradingstrategyguides.com/rsi...
Code -
*Base code credit to Jake Amaral ( / jacobamaral )
Correlations of different stocks: https://einvestingforbeginners.com/st...
League of legends
Distance measurements: / top-5-distance-similarity-measures-impleme...
Cosine similarity: https://towardsdatascience.com/unders...
Example base project: https://towardsdatascience.com/the-pa...
Anime recommender
Example base project: https://www.kaggle.com/yonatanrabinov...
[bonus] Youtube comments sentiments
Resources & source code: https://github.com/hellotinah/youtube...
Dataiku sentiment analysis project: https://www.dataiku.com/learn/samples...
Other example ML projects: https://www.dataiku.com/learn/samples/
Data science and ML learning resources: https://knowledge.dataiku.com/latest/...
Twitter: / dataiku
Instagram: / dataiku
From Joma Media
https://www.joma.media/