markokello https://markokello.com/blog en-us () () Wed, 28 Aug 2019 00:00:00 GMT https://markokello.com/blog/Linear-algebra Linear Algebra Concepts for Data Science and Machine Learning https://markokello.com/blog/Linear-algebra This blog explains the mathematics and theory behind key classical machine learning algorithms: Linear Regression, Logistic Regression, k-NN, Naive Bayes, and Decision Trees. Wed, 28 Aug 2019 00:00:00 GMT () MathsStatisticsDeep Learning https://markokello.com/blog/classical-ml Theory Behind Some classical Machine Learning Algorithms https://markokello.com/blog/classical-ml This blog is a follow-up to a presentation I gave at Outbox Hub, Its self-contained and explains the mathematics and theory behind key classical machine learning algorithms. Tue, 06 Aug 2019 00:00:00 GMT () MLStatistics https://markokello.com/blog/experimentation Designing, Running and Analyzing A/B Testing Experiments https://markokello.com/blog/experimentation Mon, 20 Dec 2021 00:00:00 GMT () StatisticsProduct Analytics https://markokello.com/blog/probability-distributions A Sample of Probability Distributions and Their Properties https://markokello.com/blog/probability-distributions Fri, 15 May 2020 00:00:00 GMT () MLStatisticsMathsDeep Learning https://markokello.com/blog/probability-theory Understanding and Quantifying Uncertainties Related to Random Events https://markokello.com/blog/probability-theory TDA. Tue, 17 Dec 2019 00:00:00 GMT () MathsStatisticsML