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:
https://youtube.com/c/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/d/1sDt_xJn2kWsARjYk3EchXK5i6PNFt7r5/edit?usp=sharing&ouid=111927293229142709673&rtpof=true&sd=true
*Base template credit to Sorelle Amore: https://www.youtube.com/c/SorelleAmoreFinance

NFTs

Feature importance: https://towardsdatascience.com/understanding-feature-importance-and-how-to-implement-it-in-python-ff0287b20285
NFT dataset: https://www.kaggle.com/simiotic/ethereum-nft-analysis/data
Clustering: https://knowledge.dataiku.com/latest/courses/intro-to-ml/clustering/clustering-summary.html

Trading bot:

EMA crossover strat:
EMA strategy - https://www.investopedia.com/articles/active-trading/052014/how-use-moving-average-buy-stocks.asp
Code - https://drive.google.com/file/d/1ahrC3o9K9L_xuLhfn6tutRisVCTaw8g_/view?usp=sharinghttps://drive.google.com/file/d/1VY0lBJTsYXML4kamfZGWOjrsPomwSWHH/view?usp=sharing\

RSI strat:
RSI strategy - https://tradingstrategyguides.com/rsi-trading-strategy/
Code -
*Base code credit to Jake Amaral (https://www.youtube.com/user/jacobamaral)
Correlations of different stocks: https://einvestingforbeginners.com/stock-correlation-daah/

League of legends

Distance measurements: https://medium.com/@gshriya195/top-5-distance-similarity-measures-implementation-in-machine-learning-1f68b9ecb0a3
Cosine similarity: https://towardsdatascience.com/understanding-cosine-similarity-and-its-application-fd42f585296a
Example base project: https://towardsdatascience.com/the-path-to-a-victorious-league-of-legends-match-40d51a1a089e

Anime recommender

Example base project: https://www.kaggle.com/yonatanrabinovich/anime-recommendations-project

[bonus] Youtube comments sentiments

Resources & source code: https://github.com/hellotinah/youtube_sentiment_analysis
Dataiku sentiment analysis project: https://www.dataiku.com/learn/samples/sentiment-analysis/

Other example ML projects: https://www.dataiku.com/learn/samples/
Data science and ML learning resources: https://knowledge.dataiku.com/latest/kb/analytics-ml/index.html

Twitter: https://twitter.com/dataiku
Instagram: https://www.instagram.com/dataiku/

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