Analytics Vidhya

JUNE 6, 2022

Introduction Hello friends, In this article, we will discuss End to End NLP pipeline in an easy way. If we have to build any NLP-based software using Machine Learning or Deep Learning then we can use this pipeline. Natural Language Processing (NLP) is one […].

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NLP Natural Language Processing Deep Learning Data Science 343

Analytics Vidhya

JANUARY 5, 2022

Objective This blog post will learn how to use the Hugging face transformers functions to perform prolonged Natural Language Processing tasks. Prerequisites Knowledge of Deep Learning and Natural Language Processing (NLP) Introduction Transformers was introduced in the paper Attention is all you need; it is […].

NLP 318

NLP Natural Language Processing Deep Learning Data Science 318

Analytics Vidhya

SEPTEMBER 10, 2021

”— Speech to Text in Python with Deep Learning in 2 minutes appeared first on Analytics Vidhya. These AI assistants are well known for understanding our speech commands and performing the desired tasks. They quickly respond to […]. The post “Ok, Google!”—

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Deep Learning Python Data Science AI 399

Analytics Vidhya

FEBRUARY 17, 2021

The post Dialogue Summarization: A Deep Learning Approach appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon. Dialogue Summarization: Its types and methodology Image cc: Aseem Srivastava.

Deep Learning 329

Deep Learning Data Science NLP 329

Analytics Vidhya

MARCH 6, 2022

The post Fake News Classification Using Deep Learning appeared first on Analytics Vidhya. Let’s get started: “Adani Group is planning to explore investment in the EV sector.” ” “Wipro is planning to buy an EV-based startup.” ” […].

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Deep Learning Data Science BERT NLP 343

Analytics Vidhya

FEBRUARY 25, 2023

ChatGPT is an artificial intelligence model that uses the deep model to produce human-like text. It predicts […] The post Learning the Basics of Deep learning, ChatGPT, and Bard AI appeared first on Analytics Vidhya.

Deep Learning 364

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Analytics Vidhya

DECEMBER 18, 2020

The post A Review of 2020 and Trends in 2021 – A Technical Overview of Machine Learning and Deep Learning! Introduction Data science is not a choice anymore. It is a necessity. 2020 is almost in the books now. What a crazy year from. appeared first on Analytics Vidhya.

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Analytics Vidhya

JUNE 22, 2021

The post Learn to Develop Simple Chatbots using Python and Deep Learning! ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction A Chatbot is an application(software) that is used to manage. appeared first on Analytics Vidhya.

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Deep Learning Chatbots Python Data Science 353

Analytics Vidhya

JANUARY 17, 2022

Introduction A few days ago, I came across a question on “Quora” that boiled down to: “How can I learn Natural Language Processing in just only four months?” The post Roadmap to Master NLP in 2022 appeared first on Analytics Vidhya. ” Then I began to write a brief response.

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NLP Natural Language Processing Data Science Neural Network 400

Analytics Vidhya

DECEMBER 25, 2022

Introduction There have been many recent advances in natural language processing (NLP), including improvements in language models, better representation of the linguistic structure, advancements in machine translation, increased use of deep learning, and greater use of transfer learning.

NLP 271

NLP Natural Language Processing Deep Learning 271

Analytics Vidhya

DECEMBER 18, 2021

The post Step by Step Guide to Build Image Caption Generator using Deep Learning appeared first on Analytics Vidhya. How can a machine process an image and label it with a highly relevant and accurate caption? It seemed quite impossible a few […].

Deep Learning 359

Deep Learning Data Science Computer Vision NLP 359

Analytics Vidhya

SEPTEMBER 1, 2021

This article was published as a part of the Data Science Blogathon Introduction Trax is a full-featured deep learning library with a focus on clean code and fast computation. The post How to make a Summarizer using the Trax library of Deep learning? The library is actively developed and supported by […].

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Deep Learning Data Science NLP Python 331

Analytics Vidhya

DECEMBER 28, 2021

This article was published as a part of the Data Science Blogathon Photo by Hush Naidoo Jade Photography Pre-requisite: Basic understanding of Python, Deep Learning, Classification, and Computer Vision Deep learning is a subset of machine learning and has been applied in various fields to help solve existing problems.

Deep Learning 318

Deep Learning Computer Vision Machine Learning Data Science 318

Analytics Vidhya

FEBRUARY 26, 2021

The post Basics of Natural Language Processing(NLP) for Absolute Beginners appeared first on Analytics Vidhya. ArticleVideo Book Introduction According to industry estimates, only 21% of the available data is present in a structured form. Data is being generated as.

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Analytics Vidhya

DECEMBER 25, 2022

Introduction There have been many recent advances in natural language processing (NLP), including improvements in language models, better representation of the linguistic structure, advancements in machine translation, increased use of deep learning, and greater use of transfer learning.

NLP 271

NLP Natural Language Processing Deep Learning Chatbots 271

Analytics Vidhya

SEPTEMBER 20, 2023

Introduction Diffusion Models have gained significant attention recently, particularly in Natural Language Processing (NLP). Based on the concept of diffusing noise through data, these models have shown remarkable capabilities in various NLP tasks.

NLP 357

NLP Natural Language Processing Deep Learning 357

Analytics Vidhya

DECEMBER 15, 2019

The post An Exhaustive Guide to Detecting and Fighting Neural Fake News using NLP appeared first on Analytics Vidhya. Overview Neural fake news (fake news generated by AI) can be a huge issue for our society This article discusses different Natural Language Processing.

NLP 400

NLP Natural Language Processing BERT AI 400

Analytics Vidhya

JANUARY 9, 2021

Introduction In this tutorial, you will learn how you can integrate. The post Out-of-the-box NLP functionalities for your project using Transformers Library! ArticleVideos This article was published as a part of the Data Science Blogathon. appeared first on Analytics Vidhya.

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NLP Data Science Deep Learning Python 368

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.

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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

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

Analytics Vidhya

MARCH 20, 2023

Introduction The artificial intelligence of Natural Language Processing (NLP) is concerned with how computers and people communicate in everyday language. Automating the creation, training, […] The post MLOps for Natural Language Processing (NLP) appeared first on Analytics Vidhya.

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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.

Natural Language Processing 346

Natural Language Processing NLP Deep Learning BERT 346

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 […].

Natural Language Processing 398

Natural Language Processing Deep Learning NLP Data Science 398

Analytics Vidhya

FEBRUARY 4, 2023

One of the most promising areas within AI in healthcare is Natural Language Processing (NLP), which has the potential to revolutionize patient care by facilitating more efficient and accurate data analysis and communication.

NLP 291

NLP Natural Language Processing Artificial Intelligence Artificial Intelligence 291

Analytics Vidhya

AUGUST 17, 2023

Introduction spaCy is a Python library for Natural Language Processing (NLP). NLP pipelines with spaCy are free and open source. If you work with a lot of text, you’ll […] The post Enhancing NLP Pipelines with spaCy appeared first on Analytics Vidhya.

NLP 271

NLP Natural Language Processing Python Deep Learning 271

Pickl AI

APRIL 6, 2025

Summary: Deep Learning vs Neural Network is a common comparison in the field of artificial intelligence, as the two terms are often used interchangeably. Introduction Deep Learning and Neural Networks are like a sports team and its star player. Deep Learning Complexity : Involves multiple layers for advanced AI tasks.

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Neural Network Deep Learning Natural Language Processing Convolutional Neural Networks 52

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.

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Analytics Vidhya

JULY 21, 2023

Introduction Recent advances in natural language processing (NLP) are essential for data scientists to stay on top. NLP books are priceless sources that provide in-depth knowledge, practical guidance, and cutting-edge techniques in the field.

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Data Scientist NLP Natural Language Processing Deep Learning 271

Analytics Vidhya

MAY 27, 2021

The post Implementing Transformers in NLP Under 5 Lines Of Codes appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Today, we will see a gentle introduction to the transformers.

NLP 291

NLP Data Science Deep Learning Python 291

Pickl AI

JANUARY 29, 2025

Summary: This article presents 10 engaging Deep Learning projects for beginners, covering areas like image classification, emotion recognition, and audio processing. Each project is designed to provide practical experience and enhance understanding of key concepts in Deep Learning. What is Deep Learning?

Deep Learning 52

Deep Learning Neural Network Natural Language Processing Computer Vision 52

Pickl AI

NOVEMBER 24, 2024

Summary: Autoencoders are powerful neural networks used for deep learning. Their applications include dimensionality reduction, feature learning, noise reduction, and generative modelling. By the end, you’ll understand why autoencoders are essential tools in Deep Learning and how they can be applied across different fields.

Deep Learning 52

Deep Learning Neural Network Natural Language Processing Computer Vision 52

Pickl AI

JANUARY 26, 2025

Summary: Deep Learning models revolutionise data processing, solving complex image recognition, NLP, and analytics tasks. Introduction Deep Learning models transform how we approach complex problems, offering powerful tools to analyse and interpret vast amounts of data. With a projected market growth from USD 6.4

Deep Learning 52

Deep Learning Neural Network Convolutional Neural Networks Natural Language Processing 52

Analytics Vidhya

JANUARY 24, 2024

In the old days, transfer learning was a concept mostly used in deep learning. 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.

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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

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Unite.AI

DECEMBER 19, 2024

Much of what the tech world has achieved in artificial intelligence (AI) today is thanks to recent advances in deep learning, which allows machines to learn automatically during training. It will be a huge exercise to generalize for the 8.2

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Analytics Vidhya

NOVEMBER 17, 2022

Source: Canva Introduction Competitive Deep Learning models rely on a wealth of training data, computing resources, and time. Moreover, the need for running deep learning models on […]. The post Comprehensive Guide for Interview Questions on Transfer Learning appeared first on Analytics Vidhya.

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