Sanskar SharmaRandom Forests vs Neural Networks: Are you overcomplicating?Random forests and neural networks are two popular machine learning algorithms used for classification and prediction tasks. While both…3 min read·Apr 4, 2023----
Sanskar SharmaA peek inside the magical ChatGPTDue to ChatGPT’s seeming magic-like capabilities to do anything and everything, it has generated a lot of “attention” (pun intended). It…3 min read·Jan 29, 2023----
Sanskar SharmaLoss functions vs Metrics: The subtle distinctionsTo optimally train a neural network it is crucial to select the right loss function and evaluation metrics.2 min read·Dec 12, 2022--1--1
Sanskar SharmainDevOps.devYAML Quickstart: Only things you need to get startedYAML is a data serialization language that is widely used for writing configuration files, making it a must-know language. Data…3 min read·Jun 23, 2022--1--1
Sanskar SharmaMLOps: A brief introductionMachine learning is being used by many companies and businesses to improve their products and services. A machine learning model is created…3 min read·Apr 20, 2022----
Sanskar SharmaBeyond Gradient DescentAn overview of Stochastic, Momentum and Nesterov Accelerated Gradient Descent3 min read·Mar 12, 2022----
Sanskar SharmaHow Dropout helps regularize deep neural networksDeep learning has resulted in deeper and wider neural network architectures, increasing the number of trainable parameters. However, models…3 min read·Mar 6, 2022----
Sanskar SharmaThe unprecedented rise of language modelsSince its introduction in 2017, transformers with its self-attention mechanism have revolutionized the fields of Natural Language…4 min read·Feb 28, 2022----
Sanskar SharmaBeginning your Kaggle JourneyMake submission to your first Kaggle competition4 min read·Nov 3, 2021----