Sanjay ParajuliBasic Intro to KL-DivergenceWay to measure difference in terms of probabilities.2 min read·Sep 17, 2023----
Sanjay ParajuliApache Spark Key ConceptsThis blog briefly explains Apache Spark and its key concepts, which are worth knowing.3 min read·Dec 28, 2022----
Sanjay ParajuliDifferences Between Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning (DL)Have you ever wondered why these three terms: Artificial Intelligence, Machine Learning & Deep Learning are often used interchangeably …2 min read·Sep 27, 2021----
Sanjay ParajuliHow to train Deeplab on Custom DatasetTraining deeplabv3+ in tensorflow on your own custom dataset for semantic segmentation.4 min read·Jul 23, 2021--2--2
Sanjay ParajuliApproximating Non-Polynomial functions with Taylor SeriesA complex non-polynomial function can be converted into approx. equal simpler polynomial function using Taylor Series.3 min read·Apr 18, 2020----
Sanjay ParajuliTypes of Ensemble Learning TechniquesBagging, Boosting and Stacking are the main three types of Ensemble Learning techniques widely adopted in Machine Learning and Deep…4 min read·Feb 19, 2020----
Sanjay ParajuliBest Activation Function for Training Neural NetworksReLU activation function is mostly used in hidden layers. It is not perfect but a very good default activation function. It is fast to…4 min read·Dec 28, 2019----
Sanjay ParajuliAdvantages and Disadvantages of Machine LearningMachine Learning doesn’t work out every-time. It is not the ultimate way to build good software systems. Depending upon the problem, you…2 min read·Oct 6, 2019----
Sanjay ParajuliMachine Learning Project ChecklistAs a Data Scientist or Machine Learning Engineer working in a real world Machine Learning Project, you should go through this checklist to…3 min read·Apr 28, 2019----