Data Science Dojo

JANUARY 30, 2025

Artificial intelligence (AI) has transformed industries, but its large and complex models often require significant computational resources. Traditionally, AI models have relied on cloud-based infrastructure, but this approach often comes with challenges such as latency, privacy concerns, and reliance on a stable internet connection.

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Analytics Vidhya

MARCH 24, 2023

The world of artificial intelligence and natural language processing is continuously evolving, with innovative language models being developed to better understand and interact with human language. Two such language models are Baidu’s Ernie Bot and OpenAI’s ChatGPT.

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Data Science Dojo

MARCH 28, 2024

Knowledge graphs and LLMs are the building blocks of the most recent advancements happening in the world of artificial intelligence (AI). Combining knowledge graphs (KGs) and LLMs produces a system that has access to a vast network of factual information and can understand complex language. What are large language models (LLMs)?

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Analytics Vidhya

NOVEMBER 20, 2024

Large Language Models like BERT, T5, BART, and DistilBERT are powerful tools in natural language processing where each is designed with unique strengths for specific tasks. Whether it’s summarization, question answering, or other NLP applications. These models vary in their architecture, performance, and efficiency.

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KDnuggets

MAY 26, 2022

Read the best books on Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, MLOps, Robotics, IoT, AI Products Management, and Data Science for Executives.

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Analytics Vidhya

MAY 15, 2024

Introduction Artificial intelligence (AI) is making everyone’s lives easier by the day. AI assistants help increase our productivity by handling activities like coding, email sorting, and meeting scheduling.

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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.

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Analytics Vidhya

JANUARY 20, 2025

Since its introduction in 2018, BERT has transformed Natural Language Processing. It performs well in tasks like sentiment analysis, question answering, and language inference. Using bidirectional training and transformer-based self-attention, BERT introduced a new way to understand relationships between words in text.

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insideBIGDATA

FEBRUARY 15, 2023

The transformer architecture, which was introduced in this paper, is now used in a variety of state-of-the-art models in natural language processing and beyond. Transformers are the basis of the large language models (LLMs) we're seeing today. This paper is a major turning point in deep learning research.

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Analytics Vidhya

APRIL 9, 2024

Introduction Generative AI has been a hot topic of the 21st century. OpenAI’s ChatGPT, Google Gemini, Microsoft Copilot, and other tools got everybody’s attention and sparked a wave of innovation in artificial intelligence and natural language processing.

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Analytics Vidhya

MAY 19, 2024

Introduction Conversational AI has emerged as a transformative technology in recent years, fundamentally changing how businesses interact with customers.

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Analytics Vidhya

MAY 16, 2024

Xander’s passion for AI has driven him to explore its applications across multiple domains, from computer vision to natural language processing. In this episode of Leading with Data, we are thrilled to welcome Xander Steenbrugge, a civil engineer turned machine learning expert.

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Analytics Vidhya

FEBRUARY 3, 2023

For example, researchers predicted that deep neural networks would eventually be used for autonomous image recognition and natural language processing as early as the 1980s. We’ve been working for decades […] The post Neuro Symbolic AI: Enhancing Common Sense in AI appeared first on Analytics Vidhya.

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Analytics Vidhya

SEPTEMBER 27, 2023

Introduction In recent years, the integration of Artificial Intelligence (AI), specifically Natural Language Processing (NLP) and Machine Learning (ML), has fundamentally transformed the landscape of text-based communication in businesses.

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Analytics Vidhya

JANUARY 20, 2025

ModernBERT is an advanced iteration of the original BERT model, meticulously crafted to elevate performance and efficiency in natural language processing (NLP) tasks.

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insideBIGDATA

SEPTEMBER 14, 2023

DDN®, a leader in artificial intelligence (AI) and multi-cloud data management solutions, announced impressive performance results of its AI storage platform for the inaugural AI storage benchmarks released this week by MLCommons Association. The MLPerfTM Storage v0.5

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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.

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Analytics Vidhya

APRIL 25, 2024

This innovative blog introduces a user-friendly interface where complex tasks are simplified into plain language queries. Explore the fusion of natural language processing and advanced AI models, transforming intricate tasks into straightforward conversations.

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Analytics Vidhya

JANUARY 24, 2024

However, in 2018, the “Universal Language Model Fine-tuning for Text Classification” paper changed the entire landscape of Natural Language Processing (NLP). LLAMA2 […] The post Automated Fine-Tuning of LLAMA2 Models on Gradient AI Cloud appeared first on Analytics Vidhya.

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Analytics Vidhya

AUGUST 29, 2022

Introduction Natural language processing (NLP) is the branch of computer science and, more specifically, the domain of artificial intelligence (AI) that focuses on providing computers the ability to understand written and spoken language in a way similar to that of humans.

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Analytics Vidhya

APRIL 19, 2023

OpenAI, the tech startup known for developing the cutting-edge natural language processing algorithm ChatGPT, has warned that the research strategy that led to the development of the AI model has reached its limits.

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Analytics Vidhya

NOVEMBER 22, 2023

This Leading with Data Session unfolds the firsthand experiences of Sandeep Singh, Head of Applied AI at Beans.ai. He shares insights from his journey, from comprehensive workshops shaping generative AI engineers to the transformative potential of combining computer vision and natural language processing (NLP).

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Analytics Vidhya

APRIL 10, 2023

According to a recent report by Goldman Sachs, implementing Artificial Intelligence (AI) could increase the global GDP by 7%. The report states that as AI tools that use Natural Language Processing (NLP) continue to be integrated into businesses and society, they could help to drive up to $7 trillion in additional global GDP growth.

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databricks

NOVEMBER 26, 2024

Large language models are revolutionizing how we interact with technology by leveraging advanced natural language processing to perform complex tasks. In recent years.

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Analytics Vidhya

MARCH 27, 2023

He says that in fields like speech recognition, image recognition, and natural language processing, it has already achieved significant progress. As a result, AI is being incorporated […] The post How is the Dawn of AI Blooming and Transforming Industries? appeared first on Analytics Vidhya.

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Analytics Vidhya

MAY 25, 2023

Introduction Artificial intelligence (AI) is one of the fastest-growing areas of technology, and AI engineers are at the forefront of this revolution. These professionals are responsible for the design and development of AI systems, including machine learning algorithms, computer vision, natural language processing, and robotics.

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Analytics Vidhya

NOVEMBER 16, 2021

The advancement in the field of Natural Language Processing paves the way to different very accurate AI assistants in various fields like medical, defense, management, etc. There are several AI […]. The post An Introduction to Chatbot Development using RASA appeared first on Analytics Vidhya.

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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.

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Analytics Vidhya

FEBRUARY 3, 2022

Deep learning, natural language processing, and computer vision are examples […]. The post Top 10 AI and Data Science Trends in 2022 appeared first on Analytics Vidhya. Times change, technology improves and our lives get better.

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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.

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Analytics Vidhya

MARCH 6, 2024

These AI-powered conversational agents are designed to interact with users in a human-like manner, providing customer support, answering queries, and even assisting with tasks. In the era of artificial intelligence, chatbots have become integral tools for businesses and individuals alike.

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Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon Introduction In the past few years, Natural language processing has evolved a lot using deep neural networks. BERT (Bidirectional Encoder Representations from Transformers) is a very recent work published by Google AI Language researchers.

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KDnuggets

NOVEMBER 18, 2021

Natural language processing research and applications are moving forward rapidly. Several trends have emerged on this progress, and point to a future of more exciting possibilities and interesting opportunities in the field.

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Analytics Vidhya

JUNE 22, 2022

Introduction The simulation of human intelligence processes by machines, particularly computer systems, is known as artificial intelligence. Expert systems, natural language processing, speech recognition, machine learning, and machine vision are examples of AI applications.

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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.

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Machine Learning Mastery

NOVEMBER 4, 2024

Natural language generation (NLG) is an enthralling area of artificial intelligence (AI) , or more specifically of natural language processing (NLP) , aimed at enabling machines to produce human-like text that drives human-machine communication for problem-solving.

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Analytics Vidhya

AUGUST 23, 2024

Introduction Artificial Intelligence has seen remarkable advancements in recent years, particularly in natural language processing. Among the numerous AI language models, two have garnered significant attention: ChatGPT-4 and Llama 3.1.

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