Radhika RamsenChapter 6: TokenizersTokenizers are essential tools in Natural Language Processing (NLP). Their main job is to convert text into a format that can be processed…2d ago2d ago
Radhika RamsenChapter 5: Creating and Using Transformer ModelsIn this chapter, we’ll examine how to create and use Transformer models using the TFAutoModel class. This class is extremely useful when…Aug 20Aug 20
Radhika RamsenChapter 4: Behind The PipelineIn the previous chapters, we explored the complexity and power of Transformer models, which often consist of millions or even billions of…Jul 31Jul 31
Radhika RamsenChapter 3: Understanding Encoder and Decoder ModelsThis chapter will dive deeper into the transformer architecture: the encoder and decoder models. Understanding these components is crucial…Jul 13Jul 13
Radhika RamsenChapter 2: How do Transformers work?Welcome back to “NLP Exploration: Chapter by Chapter with Me!” In Chapter 1, we introduced the basics of NLP and explored some practical…Jul 6Jul 6
Radhika RamsenChapter 1: Introduction to NLP And Transformers, what can they do?Welcome to “NLP Exploration: Chapter by Chapter with Me,” a series dedicated to unraveling the power of Transformer models in Natural…Jul 2Jul 2
Radhika RamsenNLP Exploration: Chapter by Chapter with MeWelcome to “NLP Exploration: Chapter by Chapter with Me,” a series dedicated to unraveling the power of Transformer models in Natural…Jun 28Jun 28
Radhika RamsenDiabetes Prediction Using KerasIn this project, we will predict diabetes with a neural network model using the Python Keras library. We’ll load and analyze the data using…Jan 22Jan 22
Radhika RamsenBuild an Object Detection WebApp with YOLOv8 and StreamlitObject detection models are neural networks capable of locating and classifying objects in an image. In this project, we’ll use YOLOv8 (You…Jan 16Jan 16
Radhika RamsenRevolutionizing Food Delivery: A Beginner’s Guide to Crafting Your Own Chatbot with DialogflowIn today’s fast-paced digital age, businesses are constantly seeking ways to enhance user experiences. One innovative solution gaining…Jan 8Jan 8