Bibek Shah ShankharThe Evolution of Data Science: Unveiling the Power of Generative AI and Large Language ModelsBy Bibek Shah ShankharSep 22Sep 22
Bibek Shah ShankharUnraveling Crime Patterns in Toronto: A Data-Driven ExplorationIn this comprehensive data analysis and machine learning project, we explore a dataset titled “Police Annual Statistical Report — Arrested…Jan 10Jan 10
Bibek Shah ShankharTransfer Learning: A Paradigm Shift in Machine LearningIntroductionNov 30, 2023Nov 30, 2023
Bibek Shah ShankharPredicting The Stock MarketIn this project, we’ll be working with data from the S&P500 Index. We will be using historical data on the price of the S&P500 Index to…Dec 23, 2020Dec 23, 2020
Bibek Shah ShankharEver wonder where Gaussian distribution is used in a real world?This article is about the simple example where you can use Gaussian distribution in the real world scenario.Jul 7, 2020Jul 7, 2020
Bibek Shah ShankharWhy you should learn Linear Algebra ?As you have already studied about linear algebra in your high school and college . Linear algebra is fundamental to almost every field of…Jun 23, 2020Jun 23, 2020
Bibek Shah ShankharinStructuring your Machine Learning projectsSatisficing and optimizing metricThere are different metrics for assessing a classifier ‘s performance, they are called evaluation matrices. They can be categorized as…Jun 10, 2020Jun 10, 2020
Bibek Shah ShankharinStructuring your Machine Learning projectsWhy use Single Number Evaluation Metric in Machine Learning?If you are tuning hyperparameters, or attempting various ideas Learning algorithms, or simply trying out various options for constructing…Jun 8, 2020Jun 8, 2020
Bibek Shah ShankharinStructuring your Machine Learning projectsOrthogonalization in Machine LearningOrthogonalization is a system design property that ensures that modification of an instruction or an algorithm component does not create…Jun 8, 2020Jun 8, 2020
Bibek Shah ShankharinOptimizing HyperparametersHyperparameters tuning in practice: Pandas vs. CaviarToday deep learning is applied to several different areas of application, and intuitions about hyperparameter settings from one area of…May 31, 20202May 31, 20202