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Data Science Reference Library
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Cheatsheets. Exploring R² w/ diagrams. Similarity search. Machine learning Explained for 5 levels of expertise. How to write clearly.
Too big for RAM. Data science role evolution. Bootstrapping labels. Making better decsions w/ stats. Data quality unpacked. Data platforms.
📺 Machine Learning YouTube Courses. Data quality at scale. Survival analysis. Intro to statistical learning. Visualizing code. Monetizing data.
Salary review. Untapped AI. SQL snippets. What's bad about Julia? Fast time-series. How language models understand the world.
Simple & effective charts. Dirty data. Testing Julia. Regression modeling. Bird call ID w/ machine learning. 30 days of machine learning.
For SQL. Analytics at a crossroads. Debugging tips & tricks. Retraining ML models. Data for Good landscape.
Causal inference in the wild. Blazing fast data science. Top 10 ideas in statistics. Beautiful Julia. Against SQL. Self-serve Turing Test.
Tackling climate change w/ AI. Jupyter unit testing. AI in health care. The data team - a short story. Alien Dreams.
Sports analytics reading list. Real estate investing with machine learning. Strategy-analytics. Intro to modern stats. What does a data product manager do, exactly?
Machine learning interviews. Understanding p-values. Applied NLP Thinking. Geospatial data in R. Intro to OpenLineage.
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