Arjun SarkarinTowards Data ScienceBuild your own Transformer from scratch using PytorchBuilding a Transformer model step by step in PytorchApr 26, 202313Apr 26, 202313
Arjun SarkarImplementation of all Loss Functions (Deep Learning) in NumPy, TensorFlow, and PyTorchIn this article, all common loss functions used in Deep Learning are discussed, and they are implemented in NumPy, PyTorch, and TensorFlowMar 17, 20232Mar 17, 20232
Arjun SarkarReinforcement Learning for Beginners: Introduction, Concepts, Algorithms and ApplicationsAre you interested in learning about reinforcement learning but don’t know where to start? Look no further! In this article, I’ll provide…Mar 9, 2023Mar 9, 2023
Arjun SarkarTensorFlow Hub: Home to 100s of pre-trained modelsDetailed explanation about TensorFlow Hub, Installation, and Usage with an exampleMar 8, 2023Mar 8, 2023
Arjun SarkarinTowards Data ScienceEfficientNetV2 — faster, smaller, and higher accuracy than Vision TransformersDetailed explanation about the EfficientNetV2 models, and the development of its architecture and training methods, to become the new…Oct 8, 20221Oct 8, 20221
Arjun SarkarinTowards Data ScienceAll you need to know about ‘Attention’ and ‘Transformers’ — In-depth Understanding — Part 2Attention, Self-Attention, Multi-head Attention, Masked Multi-head Attention, Transformers, BERT, and GPTSep 13, 20228Sep 13, 20228
Arjun SarkarinTowards Data ScienceAll you need to know about ‘Attention’ and ‘Transformers’ — In-depth Understanding — Part 1Attention, Self-Attention, Multi-head Attention, and TransformersFeb 15, 202227Feb 15, 202227
Arjun SarkarinTowards Data ScienceBuilding MobileNet from Scratch Using TensorFlowCreating the MobileNet architecture from scratch in TensorFlowSep 1, 20212Sep 1, 20212
Arjun SarkarinTowards Data ScienceUnderstanding Depthwise Separable Convolutions and the efficiency of MobileNetsExplanation of MobileNets and Depthwise Separable ConvolutionsJun 25, 20214Jun 25, 20214
Arjun SarkarinTowards Data ScienceCreating and Training Custom Layers in TensorFlow 2Learning to create your own custom layers and training them in TensorFlow 2Jun 24, 20211Jun 24, 20211