Vahid NaghshininAnalytics VidhyaA Crash Course on Hypothesis Testing — A Data Science ApproachHypothesis testing is a quintessential part of statistical inference in data science context.8 min read·Dec 2, 2021----
Vahid NaghshinA Crash Course on Estimation — A Data Science ApproachEstimation of the parameters of the population is the foundation of the statistical inference.11 min read·Nov 23, 2021----
Vahid NaghshininCodeXVery Useful Python Recipes On Data StructureWe will talk about some of the common recipes in the data structure in Python.5 min read·Nov 22, 2021----
Vahid NaghshininAnalytics VidhyaWhat is the Inductive Reasoning? — a Data Science ApproachInductive reasoning constitutes the basis for the data-driven decisions.6 min read·Nov 4, 2021----
Vahid NaghshininCodeXHow to Build a Customised Transformation in PyTorch?Transformation is a quintessential part of every deep learning scheme.2 min read·Jul 31, 2021----
Vahid NaghshininCodeXPython Design Pattern — Part I: Creational Design PatternCreational design patterns provide diverse object creation mechanisms, which boost flexibility and reuse of existing code.5 min read·Jul 25, 2021----
Vahid NaghshininCodeXAutograd in PyTorch — How to Apply it on a Customised FunctionAutograd package in PyTorch enables us to implement the gradient effectively and in a friendly manner.7 min read·Jul 12, 2021----
Vahid NaghshininCodeXTensor Basics in PyTorchTensors are the basic data structure of the PyTorch library.6 min read·Jul 9, 2021----
Vahid NaghshininCodeXImportant Clustering Algorithms — with PythonClustering can be used for both knowledge discovery and augmenting the prediction models.8 min read·Jul 5, 2021----
Vahid NaghshininAnalytics VidhyaPCA and How to Interpret it— with PythonPrinciple component analysis is used to reduce dimensionality and finding out the way that variables covary.5 min read·Jul 2, 2021----
