Ebrahim MousaviML Series: Day 31 — Covariance and Correlation in Machine LearningCovariance6 min read·5 days ago----
Ebrahim MousaviML Series: Day 30 — Joint Distribution, Marginal Distribution, and Conditional DistributionBefore delving into the intricacies of covariance and correlation, it is important to first understand the concepts of Joint Distribution…5 min read·6 days ago----
Ebrahim MousaviML Series: Day 29 — Continuous Probability Distribution (Laplacian Distribution)A Deep Dive into Laplacian Distribution4 min read·May 31, 2024----
Ebrahim MousaviML Series: Day 28 — Continuous Probability Distribution (Exponential Distribution)A Deep Dive into Exponential Distribution4 min read·May 31, 2024----
Ebrahim MousaviML Series: Day 27 — Continuous Probability Distribution (Gamma Distribution)A Deep Dive into Exponential Distribution7 min read·May 31, 2024----
Ebrahim MousaviML Series: Day 26 — Continuous Probability Distribution (Uniform Distribution)A Deep Dive into Uniform Distribution4 min read·May 31, 2024----
Ebrahim MousaviML Series: Day 25 — Continuous Probability Distribution (Gaussian Distribution)The Gaussian distribution, also known as the normal distribution, is one of the most important probability distributions in statistics and…8 min read·May 29, 2024----
Ebrahim MousaviML Series: Day 24 — Discrete Probability Distribution (Poisson Distribution)The Poisson distribution is named after Baron Siméon Denis Poisson, who lived for 58 years (1781–1840). Poisson was a French mathematician…4 min read·May 24, 2024----
Ebrahim MousaviML Series: Day 23 — Discrete Probability Distribution (Multinomial Distribution)The Bernoulli distribution models a scenario where a random variable can take on one of two possible values, typically 0 and 1…5 min read·May 24, 2024----
Ebrahim MousaviML Series: Day 22 — Discrete Probability Distribution (Multinoulli Distribution)The Multinoulli distribution, also known as the categorical distribution or the generalization of the Bernoulli distribution to multiple…5 min read·May 24, 2024----
