A Brief Introduction to Do-Calculus pyimagesearch.com Post date November 27, 2023 No Comments on A Brief Introduction to Do-Calculus External Tags Backdoor-Criterion, causality, Cause and Effect, d-Separation, Do-Calculus, machine-learning, statistics, Tutorial
Optimisation Algorithms: Neural Networks 101 medium.com Post date November 24, 2023 No Comments on Optimisation Algorithms: Neural Networks 101 External Tags artificial-intelligence, data-science, machine-learning, optimization, statistics
Detecting Power Laws in Real-world Data with Python medium.com Post date November 24, 2023 No Comments on Detecting Power Laws in Real-world Data with Python External Tags data-analysis, data-science, hands-on-tutorials, python, statistics
My Life Stats: I Tracked My Habits for a Year, and This Is What I Learned medium.com Post date November 21, 2023 No Comments on My Life Stats: I Tracked My Habits for a Year, and This Is What I Learned External Tags data-science, deep-dives, journal, self-improvement, statistics
Tools and Methodologies for Studying Causal Effects pyimagesearch.com Post date November 20, 2023 No Comments on Tools and Methodologies for Studying Causal Effects External Tags A/B Test, causality, Cause and Effect, correlation, machine-learning, Multi-Armed Bandits, randomization, Regression Discontinuity, statistics, Tutorial
What is Data Science’s Role in Modern Medicine? analyticsvidhya.com Post date November 20, 2023 No Comments on What is Data Science’s Role in Modern Medicine? External Tags Bivariate, bivariate analysis, blogathon, data-science, Dataframe, dataset, Features, Guide, Healthcare, Intermediate, Kaggle, modelling, statistics, test
Hyperparameter Tuning: Neural Networks 101 towardsdatascience.com Post date November 18, 2023 No Comments on Hyperparameter Tuning: Neural Networks 101 External Tags artificial-intelligence, hyperparameter-tuning, machine-learning, optimization, statistics
Building fair algorithms flowingdata.com Post date November 17, 2023 No Comments on Building fair algorithms External Tags Algorithm, bias, Coursera, Fred Hutchinson Cancer Center, statistics
From Linear Algebra to Deep Learning in 7 Books (Winter 2023 Update) medium.com Post date November 17, 2023 No Comments on From Linear Algebra to Deep Learning in 7 Books (Winter 2023 Update) External Tags books, data-science, deep learning, machine-learning, statistics
Is This the Solution to P-Hacking? towardsdatascience.com Post date November 16, 2023 No Comments on Is This the Solution to P-Hacking? External Tags e-value, hands-on-tutorials, hypothesis-testing, safe-testing, statistics
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