Sujit Nirmalblackshadow.hashnode.dev·Jan 13, 2025NLP with RNN'SIntroduction Natural Language Processing (NLP) is a field of artificial intelligence that focuses on the interaction between computers and humans through natural language. The goal is to enable computers to understand, interpret, and generate human l...NLP with RNNS
Sujit Nirmalblackshadow.hashnode.dev·Dec 1, 2024Understanding Helper FunctionsHelper functions are small, reusable pieces of code designed to perform specific tasks. In machine learning, they can handle tasks such as data normalization, feature scaling, data splitting, and more. By abstracting these tasks into functions, you c...helper functions in machine learning
Sujit Nirmalblackshadow.hashnode.dev·Nov 10, 2024What is an Activation Function?In a neural network, an activation function decides if a neuron should be activated based on the sum of its inputs and weights. This process adds non-linearity to the network, allowing it to learn from non-linear data and solve complex problems like ...activation-layer
Sujit Nirmalblackshadow.hashnode.dev·Oct 24, 2024Introduction to Chatbots and GenAIChatbots are AI-driven programs designed to simulate conversation with human users. They can be used for customer service, personal assistance, and more. Generative AI, on the other hand, involves using AI models to generate new content, such as text...chatbot
Rafal Jackiewiczjackiewicz.hashnode.dev·Oct 17, 2024Fine-Tuning BERT for Text Classification: A Simple GuideFine-Tuning BERT for Text Classification: A Simple Guide What is BERT? BERT (Bidirectional Encoder Representations from Transformers) is a language model created by Google that helps computers understand the meaning of words in sentences. It was trai...llm
Sujit Nirmalblackshadow.hashnode.dev·Oct 5, 2024Understanding LLMSIntroduction: Language Model Learning Systems (LLMS) are designed to understand, generate, and manipulate human language. They are used in various applications such as chatbots, translation services, and content generation. Key Concepts Language Mod...Olama
Sujit Nirmalblackshadow.hashnode.dev·Oct 5, 2024Mastering Neural Networks with TensorFlow: A Comprehensive GuideIntroduction: Welcome to the world of neural networks! In this blog post, we'll delve into the fascinating realm of neural networks, focusing on their implementation using TensorFlow. Whether you're a beginner or have some experience, this guide will...TensorFlow
Yusuf Abdulaziz Saniyusufwrites.hashnode.dev·Sep 28, 2024My First Week Experience at TIIDELab“The beautiful thing about learning is that nobody can take it away from you.” — B.B. King Day One: Onboarding and Setting Expectations The first day was all about onboarding and getting to know what lies ahead. The session was well-structured, pro...#tiidelab
Sai Chowdary Gullapallymlrad.io·Sep 14, 2024Research Vignette: Exploring LORAResearch Vignettes are short articles where I summarize the key ideas of a research paper in a simple and easy-to-follow manner. arxiv link for the paper Suggested Pre-Readings: To understand this paper, you need to be familiar with the concepts of v...llm
Mehul Pardeshimehulpardeshi.hashnode.dev·Sep 6, 2024Low-Rank Adaptation (LoRA)Hey there! I’ve been diving deep into the world of AI and machine learning recently, and today I wanted to share something exciting that I’ve been exploring—Low-Rank Adaptation, or LoRA for short. It’s one of those innovations that, while sounding a ...11 likes·32 readsLoRA
