Shivam AroraKnowledge Graphs For Large Language ModelsThe potential impact of LLMs extends beyond language-related tasks. With their ability to process and comprehend vast amounts of…4 min read·Jun 18, 2023----
Shivam AroraIntroduction to Data ScienceOne way to think about data science is to extract patterns by creating models in order to understand the world around us rather than just…7 min read·Jul 27, 2022----
Shivam AroraHow to explain NLP to someone who’s 5?What’s so special about human (natural) language? Human language is a system specifically constructed to convey meaning and is not…12 min read·Jul 10, 2022--1--1
Shivam AroraThe Only SVM Explanation You NeedSupport Vector Machines are used to classify binary outcomes by defining a non-linear decision boundary using a kernel function to…11 min read·May 15, 2022----
Shivam AroraThe Only Linear Regression Explanation You NeedLinear regression analysis is used to predict the value of a variable based on the value of another variable. Linear-regression models are…9 min read·May 8, 2022----