smartshock.hashnode.devMastering Exception Handling in Python: An Advanced GuidePython, known for its simplicity and readability, empowers advanced developers with a robust exception-handling mechanism. Exception handling not only allows you to gracefully manage and recover from unexpected errors but also provides powerful tools...Sep 14, 2023·5 min read
smartshock.hashnode.devRandom Variables and Expectations: Understanding Variance, Covariance, and Statistical InferenceIntroduction Random variables and expectations are fundamental concepts in data analysis. They allow us to describe the variability and uncertainty of data, and to make predictions based on that data. In this article, we will introduce these concepts...Apr 11, 2023·9 min read
smartshock.hashnode.devSolving Continuous Probability Distributions with Python: A Complete GuideIntroduction Continuous probability distributions play an important role in statistical analysis and data science. They are used to model the distribution of continuous random variables and can provide insights into the behavior of real-world phenome...Apr 11, 2023·7 min read
smartshock.hashnode.devContinuous Probability DistributionsIntroduction Probability distributions are a fundamental concept in statistics and data science. Continuous probability distributions are an essential subset of probability distributions, and they play a crucial role in statistical analysis, decision...Apr 11, 2023·9 min read
smartshock.hashnode.devUsing Python to Solve Binomial and Poisson DistributionsIntroduction Probability theory is an important branch of mathematics that deals with the study of random events and their outcomes. Two common probability distributions are the binomial distribution and the Poisson distribution, which are widely use...Apr 10, 2023·4 min read
