PinnedMaria GusarovaEnd-to-end Data Science project, including python step-by-step codeA complete guide to learn data science and machine learning step by step based on a Fintech project3 min read·Feb 6, 2023--2--2
Maria GusarovaCausality and correlation: what is the difference and why it is important to understand itIn this article, we’ll discover why people often confuse correlation with causation, how to prove cause and effect, and why it’s crucial to…·4 min read·May 29, 2023----
Maria GusarovaExplore the Power of the Central Limit Theorem for A/B TestingIn previous articles, we discussed how to calculate sample size using power analysis and explored concepts such as confidence intervals and…·8 min read·May 25, 2023----
Maria GusarovaUnderstanding Confidence Intervals in A/B Testing: Exploring the Range of Effect Sizes and…In this article, we will discuss about element of A/B testing: confidence intervals based on real examples.·8 min read·May 22, 2023----
Maria GusarovaPower Analysis and Sample Size Calculation in Experimental StudiesLearn How Power Analysis and Sample Size Calculation Enhance the Reliability of Experimental Results·9 min read·May 19, 2023----
Maria GusarovaDiscovering the Power of Statistical Significance and A/B Testing in Experimental Studies and Data…Understanding Statistical Significance: Exploring the Meaning and Application of P-Values·8 min read·May 12, 2023----
Maria GusarovaThe Surprising Truth About Population vs Sample: Why Your Data Analysis May Be MisleadingDiscover the crucial differences between population and sample data to avoid common data analysis mistakes and make better decisions.·4 min read·Apr 27, 2023----
Maria GusarovaThe differences between likelihood and probability — simply explained with examplesThe words’ likelihood’ and ‘probability’ are often confusing for many people, and as such, they require proper clarification. It is common…·7 min read·Feb 27, 2023--5--5
Maria GusarovaData Types and Built-in Data Structures in Python With ExamplesIn Python, a data type specifies a variable’s value and what type of operations (e.g., mathematical or logical) be applied to it. The data…·8 min read·Feb 22, 2023----
Maria GusarovaStatistics for Data Science: P-value Simply ExplainedP-value explained in simple words for those unfamiliar with statistics and studying Data science.·3 min read·Feb 17, 2023--1--1
