Mir Sazzat Hossain's personal bloghttps://www.mirsazzathossain.me/en-ushttps://www.mirsazzathossain.me/articles/group-theory-foundations-equivariant-neural-networks/https://www.mirsazzathossain.me/articles/group-theory-foundations-equivariant-neural-networks/Dive into the foundational elements of Group Theory, from understanding the basic properties of groups to exploring the intricacies of subgroups and generators.Sat, 02 Sep 2023 00:00:00 GMThttps://www.mirsazzathossain.me/articles/poisson-distribution/https://www.mirsazzathossain.me/articles/poisson-distribution/The blog post explores the Poisson distribution, a statistical distribution commonly used in various fields, including astronomy, to model random events. It explains the properties of the distribution, its real-world applications, and provides a step-by-step guide on how to visualize the Poisson distribution using Python. The post also discusses the issue of Poisson noise in astronomical observations and presents a practical example of how to calculate and deal with it using Python.Wed, 22 Feb 2023 00:00:00 GMThttps://www.mirsazzathossain.me/articles/dockerizing-jupyter-notebook/https://www.mirsazzathossain.me/articles/dockerizing-jupyter-notebook/Learn how to set up and deploy a Dockerized Jupyter Lab on a private Linux server, providing a secure environment for data science work. This step-by-step guide covers the installation and configuration of Docker, creation of a Jupyter Lab container, and tips for managing conda environments and accessing the Jupyter Lab interface.Tue, 21 Feb 2023 00:00:00 GMThttps://www.mirsazzathossain.me/articles/exploring-gaussian-distribution/https://www.mirsazzathossain.me/articles/exploring-gaussian-distribution/This blog post delves into the concept of Gaussian Distribution, a popular topic in mathematics and statistics. The post provides a comprehensive explanation of the distribution, including its properties, applications, and examples. Get to know the secrets behind the famous bell-shaped curve and how it is used in various fields. Whether you are a student, researcher, or data analyst, this post has everything you need to know about Gaussian Distribution.Wed, 15 Feb 2023 00:00:00 GMT