Retrieval-augmented Generation (RAG): A Comprehensive Guide As generative AI models continue to advance, one of the primary challenges they face is the inherent trade-off between creativity and factual accuracy. Traditional generative models like OpenAI’s GPT series, while impressive in generating coherent and contextually rich text, are prone to hallucination—producing information that may seem plausible but is […]
Unlocking Efficient NLP: A Comprehensive Guide to Retrieval-augmented Generation (RAG)
Understanding BERT: The Game-Changer in Natural Language Processing
Introduction to BERTBERT, which stands for Bidirectional Encoder Representations from Transformers, is a revolutionary model in the field of natural language processing (NLP). Developed by Google and introduced in 2018, BERT has significantly improved the way machines understand and process human language. Its primary innovation lies in its bidirectional training approach, which allows the model […]
Revolutionizing Creativity: The Power of Generative AI Unleashed
Introduction to Gen AIImagine a world where machines can create, innovate, and produce content that rivals human imagination. Welcome to the realm of Generative Artificial Intelligence (AI), a revolutionary technology that’s transforming the way we live, work, and interact. Generative AI is a subset of AI that enables machines to generate new, original content, such […]
Unlocking Data Analysis & Machine Learning with ChatGPT Code Interpreter: A Comprehensive Guide
Are you someone who deals with lots of documents, could be word files, pdfs, excel or any other format? If yes, you might be looking for an easier and faster way of managing your documents. You might be looking for someone or something to summarize your documents or you could be a data analyst who, anyway, […]
Gradient descent optimizers- Stochastic gradient descent- RMSprop-Adam-Adagrad
Gen AI & Prompt Engineering program Unlock the full potential of AI with prompt engineering! Discover how tailored prompts can solve your toughest challenges—faster, smarter, and more efficiently. Start mastering the art of prompting today Elevate your career If you are working on deep learning model like convolutional neural network (CNN), you must have come […]
What is Activation Function & Why you need it in Neural Networks
Unlock the Power of Generative AI!Master prompt engineering and dive deep into the future of AI with our expert-led program. Learn how to create advanced AI solutions, from text generation to chatbots, using cutting-edge techniques and tools like GPT models. Join Now and take the first step towards becoming an AI innovator! Buy It Now! […]
Artificial intelligence vs Machine learning vs Deep learning
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