Ahameddatailm.hashnode.dev·17 hours agoUnderstanding the Bag-of-Words (BoW) Model in Natural Language Processing (NLP) and Text AnalysisThe Bag-of-Words (BoW) model is a fundamental technique in natural language processing (NLP) for converting text data into a numerical format. It represents a document as an unordered set of words, disregarding grammar and word order while emphasizin...Discussnatural language processing
Haocheng Linhaochengcodedev.hashnode.dev·Sep 30, 2023Optimizing LSTM Training for Text Generation on CPUText generation using deep learning has gained traction due to its wide array of applications: from writing poems to auto-generating code. But while working with this, many encounter a significant hurdle - prolonged training times, especially if one ...DiscussPython
Tiny AIProblog.tinyai.id·Sep 27, 2023Why You Need to Use TinyAI.id Today?The current challenge in AI messaging is the quality of responses. Even with advancements in AI, there's always a possibility of the AI not fully grasping the nuance or context of a conversation, leading to responses that might feel off or not quite ...Discuss·10 likesHow To Use TinyArtificial Intelligence
Fares Hasanfarisology.com·Sep 26, 2023Rethinking AI Training: Lessons from the 'Textbooks is All You Need' StudyIntroduction In an era where magnitude is frequently equated with mastery, the realm of artificial intelligence (AI) has been fervently chasing the creation of ever-larger and more intricate models. The prevailing belief among tech giants seems to be...Discuss·20 likesMicrosoft
Ahameddatailm.hashnode.dev·Sep 26, 2023Selecting the Right Evaluation Metrics for Effective Machine Learning Model AssessmentWhen evaluating machine learning models, it's essential to choose appropriate evaluation metrics that align with your specific problem and goals. Common evaluation metrics for different types of tasks include: Classification Tasks: Accuracy: Measures...DiscussMachine LearningMachine Learning
Ahameddatailm.hashnode.dev·Sep 25, 2023Text Preprocessing for Effective Natural Language Processing (NLP) TasksWhen working with text data for Natural Language Processing (NLP) tasks like sentiment analysis or text classification, it's essential to perform text preprocessing. It involves cleaning and transforming raw text data into a format that can be effect...DiscussNatural Language Processingtext processing
Pranava Bhatpranavabhat.hashnode.dev·Sep 19, 2023Create a Extractive text summarizer with Spacy and PythonIntroduction This article aims to display the steps to create an extractive summarizer using Python. We will achieve this by using Spacy. Spacy is a Python library for natural language processing. Creating the summarizer First, we need to install the...Discussnatural language processing
Girish Kumar Adarigirishkumaradari.hashnode.dev·Sep 16, 2023Unraveling the Byte Pair Encoding (BPE) Algorithm in NLPIntroduction As data continues to proliferate in volume and complexity, the need for effective methods to understand and analyze it becomes more pressing. This is especially true in the world of Natural Language Processing (NLP), where text, a unique...Discussnatural language processing
Ayush kumarayush7614.hashnode.dev·Sep 13, 2023Say Bye to ChatGPT: Use these Alternatives of ChatGPTChatGPT, developed by OpenAI, has been one of the most popular and widely used AI models for dynamic conversational AI. However, with the limitations and concerns surrounding ChatGPT in terms of biased responses, potential misinformation, and the nee...Discusschatgpt
Niharika Singhwritings.niharika.me·Sep 13, 2023How to Improve YouTube with LLMsLast update: Wednesday, September 13, 2023 The way humans interact with technology has come a long way. In the early days of computing, users had to input commands using punch cards. At this point, if you have to pause and consciously think about "pu...Discuss·87 readsTutorial
