Sanjay ParajuliBasic Intro to KL-DivergenceWay to measure difference in terms of probabilities.Sep 17, 2023Sep 17, 2023
Sanjay ParajuliApache Spark Key ConceptsThis blog briefly explains Apache Spark and its key concepts, which are worth knowing.Dec 28, 2022Dec 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 …Sep 27, 2021Sep 27, 2021
Sanjay ParajuliHow to train Deeplab on Custom DatasetTraining deeplabv3+ in tensorflow on your own custom dataset for semantic segmentation.Jul 23, 20212Jul 23, 20212
Sanjay ParajuliApproximating Non-Polynomial functions with Taylor SeriesA complex non-polynomial function can be converted into approx. equal simpler polynomial function using Taylor Series.Apr 18, 2020Apr 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…Feb 19, 2020Feb 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…Dec 28, 2019Dec 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…Oct 6, 2019Oct 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…Apr 28, 2019Apr 28, 2019
