Analytics Vidhya

MAY 5, 2024

Introduction Large Language Models (LLMs) are advanced natural language processing models that have achieved remarkable success in various benchmarks for mathematical reasoning. LLMs are typically trained on large datasets scraped from […] The post LLMs Exposed: Are They Just Cheating on Math Tests?

Testing 288

Testing Modeling Analytics Deep Learning 288

Analytics Vidhya

APRIL 22, 2024

Introduction In natural language processing (NLP), it is important to understand and effectively process sequential data. Before delving into the intricacies of LSTM language translation models, […] The post Language Translation Using LSTM appeared first on Analytics Vidhya.

Modeling 300

Modeling Analytics IT 300

Analytics Vidhya

MAY 14, 2024

Introduction In today’s world, where data comes in various forms, including text, images, and multimedia, there is a growing need for applications to understand and process this diverse information. One such application is a multimodal image search app, which allows users to search for images using natural language queries.

Analytics 273

Analytics 273

Analytics Vidhya

MAY 15, 2024

Introduction Artificial intelligence (AI) is making everyone’s lives easier by the day. Their versatility and efficiency stem from their use of the most recent developments in machine learning and natural language processing.

Machine Learning 254

Machine Learning Analytics 254

Analytics Vidhya

MAY 13, 2024

Introduction Transformers have revolutionized various domains of machine learning, notably in natural language processing (NLP) and computer vision. Their ability to capture long-range dependencies and handle sequential data effectively has made them a staple in every AI researcher and practitioner’s toolbox.

Machine Learning 267

Machine Learning Analytics IT Forecasting 267

Analytics Vidhya

APRIL 20, 2024

Introduction Large Language Models (LLMs) are becoming increasingly valuable tools in data science, generative AI (GenAI), and AI. LLM development has accelerated in recent years, leading to widespread use in tasks like complex data analysis and natural language processing.

Data-driven 287

Data-driven Data Science Modeling Analytics 287

Analytics Vidhya

MARCH 30, 2024

Introduction With the advent of Large Language Models (LLMs), they have permeated numerous applications, supplanting smaller transformer models like BERT or Rule Based Models in many Natural Language Processing (NLP) tasks.

Modeling 297

Modeling Analytics Testing 297

Analytics Vidhya

APRIL 16, 2024

Introduction Welcome into the world of Transformers, the deep learning model that has transformed Natural Language Processing (NLP) since its debut in 2017. These linguistic marvels, armed with self-attention mechanisms, revolutionize how machines understand language, from translating texts to analyzing sentiments.

Technology 271

Technology Deep Learning Modeling Analytics 271

Analytics Vidhya

FEBRUARY 27, 2024

Introduction Large language models (LLMs) are increasingly becoming powerful tools for understanding and generating human language. These models have achieved state-of-the-art results on different natural language processing tasks, including text summarization, machine translation, question answering, and dialogue generation.

Finance 312

Finance Modeling Analytics 312

Analytics Vidhya

APRIL 19, 2024

Introduction Wayve, a leading artificial intelligence company based in the United Kingdom, introduces Lingo-2, a groundbreaking system that harnesses the power of natural language processing. It integrates vision, language, and action to explain and determine driving behavior.

Analytics 251

Analytics IT Deep Learning Machine Learning 251

Analytics Vidhya

SEPTEMBER 6, 2023

Introduction Welcome to the transformative world of Natural Language Processing (NLP). Here, the elegance of human language meets the precision of machine intelligence. The unseen force of NLP powers many of the digital interactions we rely on.

Interactive 308

Interactive Analytics Deep Learning Modeling 308

Analytics Vidhya

APRIL 29, 2024

Introduction Incorporating Artificial Intelligence (AI) into Data Analytics has become a revolutionary force in the era of abundant data. Artificial Intelligence (AI) enhances conventional analytics techniques by leveraging machine learning and natural language processing to achieve previously unheard-of efficiency, accuracy, and creativity.

Data Analytics 242

Data Analytics Analytics Machine Learning IT 242

KDnuggets

OCTOBER 25, 2019

Let’s talk about Natural Language Processing. Have you ever wondered how your personal assistant (e.g: Siri) is built? Do you want to build your own?

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Analytics Vidhya

FEBRUARY 8, 2024

Introduction In the rapidly evolving field of Natural Language Processing (NLP), one of the most intriguing challenges is converting natural language queries into SQL statements, known as Text2SQL.

Management 263

Management Analytics Modeling 263

KDnuggets

JUNE 17, 2022

This gentle introduction to NLP covers the basics, and will help you move along to more advanced topics ASAP.

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Analytics Vidhya

JANUARY 24, 2024

Introduction Welcome to the world of Large Language Models (LLM). However, in 2018, the “Universal Language Model Fine-tuning for Text Classification” paper changed the entire landscape of Natural Language Processing (NLP). This paper explored models using fine-tuning and transfer learning.

Modeling 282

Modeling Deep Learning Analytics Machine Learning 282

Analytics Vidhya

FEBRUARY 29, 2024

Introduction In the field of modern data management, two innovative technologies have appeared as game-changers: AI-language models and graph databases. AI language models, shown by new products like OpenAI’s GPT series, have changed the landscape of natural language processing.

Modeling 242

Modeling Technology Management Analytics 242

Analytics Vidhya

MARCH 7, 2024

Introduction In artificial intelligence, particularly in natural language processing, two terms often come up: Perplexity and ChatGPT. While ChatGPT, developed by OpenAI, stands as a titan in conversational AI, “Perplexity” pertains more to a performance metric used in evaluating language models.

Metrics 254

Metrics Modeling Analytics Deep Learning 254

Analytics Vidhya

MARCH 5, 2024

Introduction ChatGPT, powered by OpenAI, has revolutionized online conversations by providing a natural language processing interface. To further enhance user experience and functionality, developers have created a variety of plugins that seamlessly integrate with ChatGPT.

Analytics 283

Analytics Deep Learning Machine Learning 283

Analytics Vidhya

JANUARY 30, 2024

Introduction Large Language Models (LLMs) have revolutionized the field of natural language processing, enabling machines to generate human-like text and engage in conversations. However, these powerful models are not immune to vulnerabilities.

Risk 271

Risk Modeling Analytics Deep Learning 271

Analytics Vidhya

OCTOBER 19, 2023

Introduction Step into the forefront of language processing! In a realm where language is an essential link between humanity and technology, the strides made in Natural Language Processing have unlocked some extraordinary heights.

Interactive 292

Interactive Modeling Technology Analytics 292

Analytics Vidhya

DECEMBER 5, 2023

Introduction Has contributing to the realm of artificial intelligence been your passion? Your dream entry into this field requires expertise and hands-on experience in natural language processing. Get job-ready with in-depth knowledge and application skills of different Large Language Models (LLMs).

Modeling 284

Modeling Analytics 284

Analytics Vidhya

FEBRUARY 16, 2024

Introduction In Natural Language Processing (NLP), developing Large Language Models (LLMs) has proven to be a transformative and revolutionary endeavor. These models, equipped with massive parameters and trained on extensive datasets, have demonstrated unprecedented proficiency across many NLP tasks.

Modeling 230

Modeling Analytics Machine Learning Data Science 230

Analytics Vidhya

JUNE 28, 2023

Introduction Natural language processing has been a field with affluent areas of implementation using underlying technologies and techniques. In recent years, and especially since the start of 2022, Natural Language Processing (NLP) and Generative AI have experienced improvements.

Modeling 259

Modeling Technology Analytics 259

Analytics Vidhya

JUNE 16, 2023

Introduction Large Language Models (LLMs) have revolutionized natural language processing, enabling computers to generate human-like text and understand context with unprecedented accuracy. In this article, we shall discuss what will be the future of language models? How LLMs will revolutionise the world?

Modeling 332

Modeling Analytics 332

Analytics Vidhya

JULY 21, 2022

Introduction Over the past few years, advancements in Deep Learning coupled with data availability have led to massive progress in dealing with Natural Language. Though it can seem quite diverse, NLP is restricted – when it comes to the ‘Natural Languages’ it can […].

Deep Learning 373

Deep Learning Data Science Publishing Analytics 373

Analytics Vidhya

OCTOBER 2, 2023

Introduction As AI is taking over the world, Large language models are in huge demand in technology. Large Language Models generate text in a way a human does. They can be used to develop natural language processing (NLP) applications varying from chatbots and text summarizers to translation apps, virtual assistants, etc.

Modeling 291

Modeling Technology Analytics IT 291

Analytics Vidhya

MARCH 13, 2023

Introduction Large Language Models (LLMs) are foundational machine learning models that use deep learning algorithms to process and understand natural language. These models are trained on massive amounts of text data to learn patterns and entity relationships in the language.

Modeling 319

Modeling Deep Learning Machine Learning Analytics 319

Analytics Vidhya

OCTOBER 12, 2023

Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc., LLMs use deep learning techniques to perform natural language processing tasks.

Deep Learning 304

Deep Learning Modeling Analytics 304

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Generative Artificial Intelligence (AI) models have revolutionized natural language processing (NLP) by producing human-like text and language structures.

Modeling 306

Modeling Interactive Analytics 306

Analytics Vidhya

DECEMBER 12, 2023

Introduction Hugging Face has become a treasure trove for natural language processing enthusiasts and developers, offering a diverse collection of pre-trained language models that can be easily integrated into various applications.

Modeling 247

Modeling Analytics 247

Analytics Vidhya

SEPTEMBER 27, 2023

Introduction The world of Natural Language Processing is expanding tremendously, especially with the birth of large language models, which have revolutionized this field and made it accessible to everyone.

Modeling 302

Modeling Analytics IT 302

Analytics Vidhya

JANUARY 2, 2024

Introduction Language models have emerged as powerful tools for natural language understanding and generation in artificial intelligence. Among these models, ChatGPT, developed by OpenAI, stands out for its ability to engage in coherent and contextually relevant conversations.

Modeling 246

Modeling Analytics IT Machine Learning 246

Analytics Vidhya

JULY 5, 2023

Introduction Welcome to the future of language processing! In a world where language is the bridge connecting people and technology, advancements in Natural Language Processing (NLP) have opened up incredible opportunities.

Interactive 283

Interactive Modeling Technology Analytics 283

Analytics Vidhya

SEPTEMBER 13, 2023

Introduction In an increasingly digital world, the ability for computers to understand and communicate in human language has become a transformative force. Natural Language Processing (NLP) Engineers are the driving force behind this transformation. Career Roadmap 2023 appeared first on Analytics Vidhya.

Analytics 297

Analytics 297

Analytics Vidhya

DECEMBER 4, 2023

Introduction In natural language processing, language models have undergone a transformative journey. While attention often gravitates towards colossal models like GPT-3, the practicality and accessibility of small language models should not be underestimated.

Modeling 232

Modeling Analytics Data Science 232

Analytics Vidhya

DECEMBER 10, 2022

Introduction ‘Hey, Siri, ‘Hey, Google,’ and ‘Alexa’ are some common voice assistants we use on an everyday basis. These fascinating conversational bots use Natural Language Understanding to understand the inputs. NLU is a critical component in most […].

Analytics 317

Analytics 317