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External Tag: statistics

A Comprehensive Guide on Interaction Terms in Time Series Forecasting

External Tags ai, data-science, machine-learning, statistics, time-series-analysis

A Data Scientist’s Guide to Python Typing: Boosting Code Clarity

External Tags artificial-intelligence, coding, data-science, machine-learning, statistics

Comprehensive Guide to Financial Functions in Excel

External Tags Beginner, blockchain, data-analysis, Ethereum, Excel, finance, financial models, functions, Guide, investment, Models, range, statistics

CDF vs PDF: What’s the Difference?

External Tags Beginner, CDF vs PDF, data-analysis, distribution, probability, Probability density function, statistics

Beyond Churn Prediction and Churn Uplift

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Post date July 25, 2023
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External Tags causal-data-science, causal-inference, data-science, deep-dives, statistics

How To Solve Optimisation Problems Using Linear Programming

External Tags artificial-intelligence, data-science, machine-learning, optimization, statistics

The Counter-Intuitive Nature of Probabilistic Relationships

External Tags data-science, linear-regression, statistics, towards-data-science

The power and simplicity of propagating errors with Monte Carlo simulations

External Tags data-science, machine-learning, programming, Regression, statistics

Frequentist vs Bayesian Statistics in Data Science

External Tags Bayesian, bayesian-statistics, Beginner, data-science, Ethereum, frequentist, Guide, methods, probability, Regression, statistics

When Numbers Meet Stories – an introduction to the synthetic control method in R

External Tags historicaldata, r, statistics