Analytics Vidhya

JANUARY 20, 2022

Introduction Boosting is a key topic in machine learning. As a result, in this article, we are going to define and explain Machine Learning boosting. With the help of “boosting,” machine learning models are […]. Numerous analysts are perplexed by the meaning of this phrase.

Machine Learning 370

Machine Learning Data Science Explainability Algorithm 370

Analytics Vidhya

JULY 22, 2024

Introduction In this article, we dive into the top 10 publications that have transformed artificial intelligence and machine learning. By highlighting the significant impact of these discoveries on current applications and […] The post 10 Must Read Machine Learning Research Papers appeared first on Analytics Vidhya.

Machine Learning 327

Machine Learning Neural Network Artificial Intelligence Artificial Intelligence 327

Analytics Vidhya

MARCH 14, 2023

Introduction Machine Learning in marketing has altered the traditional way of marketing. According to Gartner, by 2023, leading organizations will employ machine learning in some aspects of their sales process.

Machine Learning 358

Machine Learning NLP Artificial Intelligence Artificial Intelligence 358

Analytics Vidhya

FEBRUARY 28, 2023

In this project-based article, we will learn how to build a machine-learning model […] The post Tackling Fake News with Machine Learning appeared first on Analytics Vidhya.

Machine Learning 315

Machine Learning NLP Python 315

Analytics Vidhya

JUNE 19, 2023

We will attempt to build an NLP-driven system that automatically condenses Glassdoor reviews into insightful summaries to address this. […] The post Decoding Glassdoor: NLP-driven Insights for Informed Decisions appeared first on Analytics Vidhya. However, the abundance of reviews can overwhelm job seekers.

NLP 352

NLP Natural Language Processing Python Machine Learning 352

Analytics Vidhya

MARCH 22, 2023

But even then, the phase proved to be a turning point that reinforced the importance of technology, especially Machine Learning and Artificial Intelligence.

Machine Learning 327

Machine Learning Artificial Intelligence Artificial Intelligence AI 327

Analytics Vidhya

MARCH 9, 2023

Introduction Machine learning is a powerful tool for digital marketing that uses data analysis to predict consumer behavior and improve marketing campaigns. According to a […] The post 10 Ways to Use Machine Learning for Marketing in 2023 appeared first on Analytics Vidhya.

Machine Learning 317

Machine Learning Data Analysis Chatbots NLP 317

AI News

APRIL 7, 2025

The three core AI-related technologies that play an important role in the finance sector, are: Natural language processing (NLP) : The NLP aspect of AI helps companies understand and interpret human language, and is used for sentiment analysis or customer service automation through chatbots.

Data Mining 225

Data Mining Chatbots Automation Machine Learning 225

AI News

NOVEMBER 21, 2024

Chatbots come in various forms, including: Rule-based chatbots: Respond to specific commands predetermined by developers, AI-driven chatbots: Use machine learning and natural language processing (NLP) to understand and adapt to user queries. Chatbots offer a unique opportunity to create personalised interactions with customers.

Chatbots 294

Chatbots Natural Language Processing Machine Learning Automation 294

Unite.AI

FEBRUARY 7, 2024

Machine learning (ML) is a powerful technology that can solve complex problems and deliver customer value. This is why Machine Learning Operations (MLOps) has emerged as a paradigm to offer scalable and measurable values to Artificial Intelligence (AI) driven businesses. They are huge, complex, and data-hungry.

Machine Learning 294

Machine Learning Large Language Models LLM BERT 294

Analytics Vidhya

SEPTEMBER 13, 2022

As we know machines communicate in either 0 or 1. The post Implementing Count Vectorizer and TF-IDF in NLP using PySpark appeared first on Analytics Vidhya. Still, we as humans communicate in our native languages (English as a […].

NLP 360

NLP Natural Language Processing Data Science Python 360

Analytics Vidhya

AUGUST 31, 2022

The post How to extract keywords from News API headlines using NLP appeared first on Analytics Vidhya. Bloggers and content writers use keywords to target their audience. Keyword extraction is important because it gives you […].

NLP 376

NLP Data Science Python Machine Learning 376

Analytics Vidhya

DECEMBER 30, 2022

Introduction Natural language processing (NLP) is a field of computer science and artificial intelligence that focuses on the interaction between computers and human (natural) languages. Natural language processing (NLP) is […]. The post Top 10 blogs on NLP in Analytics Vidhya 2022 appeared first on Analytics Vidhya.

NLP 316

NLP Natural Language Processing Artificial Intelligence Artificial Intelligence 316

Analytics Vidhya

AUGUST 25, 2024

But […] The post How Amazon Alexa Works Using NLP appeared first on Analytics Vidhya. This is the beauty of Amazon Alexa, a smart speaker that is driven by Natural Language Processing and Artificial Intelligence.

NLP 290

NLP Natural Language Processing Artificial Intelligence Artificial Intelligence 290

Unite.AI

DECEMBER 7, 2024

These innovative platforms combine advanced AI and natural language processing (NLP) with practical features to help brands succeed in digital marketing, offering everything from real-time safety monitoring to sophisticated creator verification systems.

AI Tools 278

AI Tools Automation NLP Algorithm 278

Analytics Vidhya

OCTOBER 16, 2023

Introduction Fine-tuning a natural language processing (NLP) model entails altering the model’s hyperparameters and architecture and typically adjusting the dataset to enhance the model’s performance on a given task.

NLP 342

NLP Natural Language Processing Deep Learning Machine Learning 342

Marek Rei

NOVEMBER 4, 2024

I have written short summaries of 68 different research papers published in the areas of Machine Learning and Natural Language Processing. Applying NLP systems to analyse thousands of company reports and the sustainability initiatives described in those reports. They cover a wide range of different topics, authors and venues.

Machine Learning 80

Machine Learning NLP Large Language Models LLM 80

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. With an impressive context length of 8,192 tokensfar […] The post Unlocking RAG’s Potential with ModernBERT appeared first on Analytics Vidhya.

Natural Language Processing 207

Natural Language Processing BERT Machine Learning NLP 207

Unite.AI

OCTOBER 27, 2024

stands as Google's flagship JavaScript framework for machine learning and AI development, bringing the power of TensorFlow to web browsers and Node.js MediaPipe.js, developed by Google, represents a breakthrough in bringing real-time machine learning capabilities to web applications. TensorFlow.js TensorFlow.js

Neural Network 162

Neural Network Machine Learning NLP Natural Language Processing 162

Analytics Vidhya

MARCH 9, 2023

This article will […] The post Name Based Gender Identification Using NLP and Python appeared first on Analytics Vidhya. Given a large number of gender options and the variability of languages, it can be difficult to come up with a name gender identity classification system that is accurate across all languages.

NLP 306

NLP Python Deep Learning Machine Learning 306

Analytics Vidhya

APRIL 27, 2023

And one of the leading technology which enjoys more attraction is NLP (Natural Language Processing). It is a technology that helps computers understand, interpret, and respond to a human language where many […] The post End-to-End NLP Project on Quora Duplicate Questions Pair Identification appeared first on Analytics Vidhya.

NLP 304

NLP Natural Language Processing Automation Python 304

AI News

FEBRUARY 17, 2025

By combining machine learning, optical character recognition (OCR), and real-time data verification, AI can automatically analyse, authenticate, and flag fraudulent documents in seconds. Spotting irregular patterns: Machine learning identifies inconsistencies like overinflated amounts, mismatched dates, and suspicious vendor behaviour.

IDP 288

IDP Machine Learning Automation AI 288

Analytics Vidhya

DECEMBER 30, 2021

This article was published as a part of the Data Science Blogathon Introduction In 2018, a powerful Transformer-based machine learning model, namely, BERT was developed by Jacob Devlin and his colleagues from Google for NLP applications.

BERT 373

BERT Machine Learning NLP Data Science 373

Towards AI

FEBRUARY 10, 2025

We have used machine learning models and natural language processing (NLP) to train and identify distress signals. We have realized that less effective research has been conducted in applying data science and machine learning to better the adverse consequences of war, pushing us to design this dataset.

Data Science 98

Data Science Machine Learning Natural Language Processing NLP 98

Analytics Vidhya

DECEMBER 21, 2021

This article was published as a part of the Data Science Blogathon Introduction Text classification is a machine-learning approach that groups text into pre-defined categories.

Convolutional Neural Networks 400

Convolutional Neural Networks Neural Network Natural Language Processing NLP 400

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.

Natural Language Processing 327

Natural Language Processing Computer Vision Machine Learning NLP 327

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.

Natural Language Processing 336

Natural Language Processing NLP Machine Learning Artificial Intelligence 336

Analytics Vidhya

MAY 19, 2024

By leveraging natural language processing (NLP) and machine learning, conversational AI systems can understand and respond to human language, creating more engaging and efficient interactions.

Automation 306

Automation Natural Language Processing Conversational AI Machine Learning 306

Analytics Vidhya

FEBRUARY 28, 2024

In the rapidly evolving fields of Natural Language Processing (NLP) and Machine Learning (ML), efficiency and innovation are key. LangChain, a powerful library, streamlines and enhances NLP and ML tasks, standing out for developers and researchers.

Natural Language Processing 305

Natural Language Processing NLP Machine Learning ML 305

Analytics Vidhya

DECEMBER 7, 2024

HuggingFace Spaces is a platform that enables developers and researchers to create, deploy, and share machine learning applications effortlessly. Spaces provide a simple and collaborative environment to host interactive demos of machine learning models using frameworks like Gradio and Streamlit.

Generative AI 205

Generative AI Machine Learning AI AI 205

Marktechpost

FEBRUARY 23, 2025

print(preprocess_legal_text(sample_text)) Then, we preprocess legal text using spaCy and regular expressions to ensure cleaner and more structured input for NLP tasks. print(preprocess_legal_text(sample_text)) Then, we preprocess legal text using spaCy and regular expressions to ensure cleaner and more structured input for NLP tasks.

NLP 81

NLP AI Chatbots Chatbots LLM 81

Towards AI

NOVEMBER 6, 2024

Unlocking efficient legal document classification with NLP fine-tuning Image Created by Author Introduction In today’s fast-paced legal industry, professionals are inundated with an ever-growing volume of complex documents — from intricate contract provisions and merger agreements to regulatory compliance records and court filings.

BERT 111

BERT Automation NLP Data Analysis 111

Unite.AI

APRIL 1, 2025

The company aims to acquire agencies with under $5 million in revenue a segment often overlooked by traditional private equity and infuse them with machine learning tools that handle repetitive tasks like document processing, client onboarding, and claims management. Enter Equal Parts.

Natural Language Processing 147

Natural Language Processing Automation Machine Learning NLP 147

Unite.AI

NOVEMBER 28, 2024

Joule: SAP’s AI Copilot and Its Role in Transforming Business Processes Joule combines Natural Language Processing (NLP ), machine learning, and data analytics to deliver actionable insights, making it a highly interactive tool that transforms complex data into user-friendly recommendations.

AI 162

AI AI NLP Natural Language Processing 162

Unite.AI

NOVEMBER 5, 2024

The need for specialized AI accelerators has increased as AI applications like machine learning, deep learning , and neural networks evolve. The chip is designed for flexibility and scalability, enabling it to handle various AI workloads such as Natural Language Processing (NLP) , computer vision , and predictive analytics.

Deep Learning 189

Deep Learning Neural Network AI AI 189

AWS Machine Learning Blog

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). With Amazon Bedrock, you can integrate advanced NLP features, such as language understanding, text generation, and question answering, into your applications.

NLP 115

NLP Python Generative AI Machine Learning 115

Unite.AI

NOVEMBER 25, 2024

Moreover, with integrated natural language processing (NLP), users can interact with the platform conversationally, simplifying complex tasks like querying threat intelligence data. AI and machine learning can help you respond faster and with greater precision, particularly in areas traditionally slowed down by human dependency.

Natural Language Processing 264

Natural Language Processing Automation Machine Learning NLP 264