PinnedJunlin LiuinGeek CultureML Series7: Bernoulli Naive BayesA Probabilistic Approach to ML & Naive Bayes is not Bayesian4 min read·Aug 18, 2021----

Junlin LiuTime Series ModelsTime series analysis and forecasting have many applications, because of its “claimed” capability in predicting the future. This blog covers…2 min read·May 23, 2022----

Junlin LiuMarkov ChainsModel for systems that change over time in a random manner2 min read·Nov 12, 2021----

Junlin LiuDiscrete Probability DistributionProbability mass function -> Discrete (finite number of different values)2 min read·Sep 23, 2021----

Junlin LiuProb and Stats2: Conditional ProbabilityConditional Probability & Bayes Theorem3 min read·Sep 1, 2021----

Junlin LiuML Series6: Support Vector MachineA Theoretically Beautiful Algorithm 🎆5 min read·Aug 13, 2021----

Junlin LiuinAIGuysML Series5: Ensemble Learning🔥The most popular category of modern learning algorithms5 min read·Aug 12, 2021----