Arjun SarkarinTowards Data ScienceBuild your own Transformer from scratch using PytorchBuilding a Transformer model step by step in Pytorch7 min read·Apr 26, 2023--10--10
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 TensorFlow18 min read·Mar 17, 2023--2--2
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…14 min read·Mar 9, 2023----
Arjun SarkarTensorFlow Hub: Home to 100s of pre-trained modelsDetailed explanation about TensorFlow Hub, Installation, and Usage with an example6 min read·Mar 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…10 min read·Oct 8, 2022----
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 GPT9 min read·Sep 13, 2022--8--8
Arjun SarkarinTowards Data ScienceAll you need to know about ‘Attention’ and ‘Transformers’ — In-depth Understanding — Part 1Attention, Self-Attention, Multi-head Attention, and Transformers12 min read·Feb 15, 2022--25--25
Arjun SarkarinTowards Data ScienceBuilding MobileNet from Scratch Using TensorFlowCreating the MobileNet architecture from scratch in TensorFlow6 min read·Sep 1, 2021--2--2
Arjun SarkarinTowards Data ScienceUnderstanding Depthwise Separable Convolutions and the efficiency of MobileNetsExplanation of MobileNets and Depthwise Separable Convolutions5 min read·Jun 25, 2021--4--4
Arjun SarkarinTowards Data ScienceCreating and Training Custom Layers in TensorFlow 2Learning to create your own custom layers and training them in TensorFlow 28 min read·Jun 24, 2021--1--1