deep learning

Unlocking Efficient NLP: A Comprehensive Guide to Retrieval-augmented Generation (RAG)

September 21, 2024 By akhilendra Leave a Comment

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 […]

Filed Under: Data Science Tagged With: BM25, deep learning, language models, natural language understanding, NLP, passage retrieval, question answering, Retrieval-augmented generation, text summarization, transformer models.

Understanding BERT: The Game-Changer in Natural Language Processing

September 3, 2024 By akhilendra Leave a Comment

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 […]

Filed Under: Data Science Tagged With: ALBERT, artificial intelligence, attention mechanisms, BERT model, Bidirectional Encoder Representations from Transformers, deep learning, fine-tuning, Google BERT, GPT, language models, machine learning, named entity recognition, natural language processing, NLP, pre-training, question answering, RoBERTa, sentiment analysis, text classification, transformer architecture, transformer models.

Revolutionizing Creativity: The Power of Generative AI Unleashed

August 27, 2024 By akhilendra Leave a Comment

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 […]

Filed Under: Data Science Tagged With: AI applications, AI Art, AI Innovation, AI Music, artificial intelligence, Computer Vision, deep learning, Future of AI, generative AI, Image Generation, machine learning, Music Generation, natural language processing, neural networks, text generation.

Unlocking Data Analysis & Machine Learning with ChatGPT Code Interpreter: A Comprehensive Guide

August 9, 2023 By akhilendra Leave a Comment

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, […]

Filed Under: Data Science Tagged With: AI Programming, Algorithm Implementation, ChatGPT Code Interpreter, ChatGPT for Data Scientists, ChatGPT for Machine Learning, data analysis, Data Exploration with ChatGPT, Data Preprocessing, data science, Data Visualization, deep learning, End-to-End Machine Learning Workflow, Feature Engineering, Interactive Data Analysis, machine learning, Model Evaluation, Model Training, Natural Language Processing (NLP), Predictive Modeling, Python Coding with ChatGPT

Gradient descent optimizers- Stochastic gradient descent- RMSprop-Adam-Adagrad

May 4, 2021 By akhilendra Leave a Comment

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 […]

Filed Under: Data Science Tagged With: Adagrad, Adam, deep learning, Gradient descent optimizers, machine learning, RMSprop, Stochastic gradient descent

What is Activation Function & Why you need it in Neural Networks

November 10, 2019 By akhilendra Leave a Comment

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! […]

Filed Under: Data Science Tagged With: Activation Function, data science, deep learning, machine learning, neural networks, What is Activation Function, Why you need activation function

Artificial intelligence vs Machine learning vs Deep learning

February 5, 2019 By akhilendra 3 Comments

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Filed Under: Data Science Tagged With: ai vs ml, artificial intelligence, deep learning, machine learning, machine learning vs artificial intelligence