PinnedPrakhar SDeep 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…3 min read·Dec 9, 2021----
Prakhar SAirflow Basic ConceptsAirflow is a workflow management platform for building data engineering pipelines. It uses Python to define your data engineering workflow…2 min read·Oct 30, 2022--1--1
Prakhar SMost commonly used Linux commandsIf you are starting out in any branch of computer science, whether software development, data science, software, and data engineering…4 min read·Mar 3, 2022----
Prakhar SRegex Pattern MatchingSome of the most common metacharacters used in Regex along with usage:2 min read·Feb 11, 2022----
Prakhar SData 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…6 min read·Feb 4, 2022----
Prakhar SA 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…5 min read·Feb 1, 2022----
Prakhar SMulticlass 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…4 min read·Jan 30, 2022----
Prakhar SLinear Regression using TensorflowA neural network is normally associated with Deep Learning problems, such as Image classification or Natural Language Processing. But it…5 min read·Jan 19, 2022--1--1
Prakhar SPlotting 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…4 min read·Jan 11, 2022--3--3
Prakhar SStatistics 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…6 min read·Jan 8, 2022----