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1. “The Complete Beginner’s Guide to Machine Learning: Multiple Linear Regression in 4 Lines of Code!”

   2019-04-07 Tags: statistics, linear regression, feature engineering by klotz
2. “Beyond Accuracy: Precision and Recall”

   2018-08-03 Tags: precision, recall, statistics, machine learning by klotz
3. Why multi-armed bandit algorithm is not “better” than A/B testing « I love split testing – Visual Website Optimizer Blog

   A/B testing is meant for strict experiments where focus is on statistical significance, whereas multi-armed bandit algorithms are meant for continuous optimization where focus is on maintaining higher average conversion rate.

   2012-06-02 Tags: optimization, statistics, web by klotz
4. When to Run Bandit Tests Instead of A/B/n Tests

   2016-04-06 Tags: optimization, epsilon-greedy, statistics, web, a_b by klotz
5. What is the Purpose of Statistical Modelling? · Harvard Data Science Review

   2019-07-12 Tags: david_hand, statistics, philosophy_of_science, data, models, inference, machine learning, ai, mental models, explainability, epistemology, data structures, algorithms, knowledge representation by klotz
6. Western Electric rules - Wikipedia, the free encyclopedia

   2013-02-25 Tags: monitoring, r, statistics by klotz
7. Website Optimizer Tricks

   2012-06-02 Tags: optimization, statistics, web by klotz
8. Understanding Probability And Statistics: Markov Chains

   2020-04-11 Tags: probability, statistics, markov by klotz
9. Time series analysis with events, can anyone help?

   ‘I’ve been to Bali too’ (and I will be going back): are terrorist shocks to Bali’s tourist arrivals permanent or transitory?,”

   2019-11-19 Tags: time series, incident, data science, statistics, analysis, survival analysis by klotz
10. The statistical foundations of machine learning - Towards Data Science

    2020-02-06 Tags: machine learning, statistics by klotz

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