PinnedPrakhar S·Dec 9, 2021Deep Neural Network: Forward and Backward PropagationIn this article, I will go over the steps involved in solving a binary classification problem using a deep neural network having L layers…
Prakhar S·Oct 30, 2022Airflow Basic ConceptsAirflow is a workflow management platform for building data engineering pipelines. It uses Python to define your data engineering workflow…A response icon1A response icon1
Prakhar S·Mar 3, 2022Most commonly used Linux commandsIf you are starting out in any branch of computer science, whether software development, data science, software, and data engineering…
Prakhar S·Feb 11, 2022Regex Pattern MatchingSome of the most common metacharacters used in Regex along with usage:
Prakhar S·Feb 4, 2022Data Normalization in Relational DatabasesData Normalisation is a bottom-up technique for database design, as opposed to Entity-Relationship Diagrams, which are a top-down technique…
Prakhar S·Feb 1, 2022A Brief Overview of the Most Common Supervised Machine Learning AlgorithmsIn this article, I have tried to summarise the main features of the most common supervised ML algorithms in use, excluding ensemble methods…
Prakhar S·Jan 30, 2022Multiclass Classification Using TensorFlowIn the previous article, I discussed building a linear regression model using Tensorflow. In this article, I will try to solve a multiclass…
Prakhar S·Jan 19, 2022Linear Regression using TensorflowA neural network is normally associated with Deep Learning problems, such as Image classification or Natural Language Processing. But it…A response icon1A response icon1
Prakhar S·Jan 11, 2022Plotting Decision Boundaries using Numpy and MatplotlibA decision boundary is a surface that separates two or more classes into different sets, where all the points belonging to one class lie on…A response icon3A response icon3
Prakhar S·Jan 8, 2022Statistics For Data Science: Hypothesis TestingInferential statistics, where we take a sample from a population and use that sample to make predictions about the populations, is all…
