PinnedDeep 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…Dec 9, 2021Dec 9, 2021
Airflow Basic ConceptsAirflow is a workflow management platform for building data engineering pipelines. It uses Python to define your data engineering workflow…Oct 30, 20221Oct 30, 20221
Most commonly used Linux commandsIf you are starting out in any branch of computer science, whether software development, data science, software, and data engineering…Mar 3, 2022Mar 3, 2022
Regex Pattern MatchingSome of the most common metacharacters used in Regex along with usage:Feb 11, 2022Feb 11, 2022
Data 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…Feb 4, 2022Feb 4, 2022
A 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…Feb 1, 2022Feb 1, 2022
Multiclass 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…Jan 30, 2022Jan 30, 2022
Linear Regression using TensorflowA neural network is normally associated with Deep Learning problems, such as Image classification or Natural Language Processing. But it…Jan 19, 20221Jan 19, 20221
Plotting 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…Jan 11, 20223Jan 11, 20223
Statistics 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…Jan 8, 2022Jan 8, 2022
