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 […].

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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.

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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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Marktechpost

MARCH 30, 2024

In 2024, the landscape of Python libraries for machine learning and deep learning continues to evolve, integrating more advanced features and offering more efficient and easier ways to build, train, and deploy models. PyTorch PyTorch is a widely used open-source machine learning library based on the Torch library.

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Analytics Vidhya

JULY 30, 2021

The post Spam Detection – An application of Deep Learning appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon What each big tech company wants is the Security and Safety.

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Deep Learning Data Science NLP Python 382

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.

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Marktechpost

MAY 5, 2024

In deep learning, especially in NLP, image analysis, and biology, there is an increasing focus on developing models that offer both computational efficiency and robust expressiveness. Orchid sets a new benchmark in sequence modeling, enabling more efficient deep-learning models to process ever-larger datasets.

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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.

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Analytics Vidhya

JULY 20, 2020

Introduction With the advancement in deep learning, neural network architectures like recurrent neural networks (RNN and LSTM) and convolutional neural networks (CNN) have shown. The post Transfer Learning for NLP: Fine-Tuning BERT for Text Classification appeared first on Analytics Vidhya.

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Analytics Vidhya

NOVEMBER 19, 2019

Overview The attention mechanism has changed the way we work with deep learning algorithms Fields like Natural Language Processing (NLP) and even Computer Vision. The post A Comprehensive Guide to Attention Mechanism in Deep Learning for Everyone appeared first on Analytics Vidhya.

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Deep Learning Natural Language Processing Computer Vision NLP 285

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.

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Marktechpost

APRIL 12, 2024

Deep learning architectures have revolutionized the field of artificial intelligence, offering innovative solutions for complex problems across various domains, including computer vision, natural language processing, speech recognition, and generative models. It was introduced in the paper “Attention is All You Need” by Vaswani et al.

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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 305

Deep Learning Computer Vision Machine Learning Data Science 305

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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Analytics Vidhya

APRIL 19, 2020

Overview Looking to crack your next deep learning interview? We have put together a list of popular deep. The post A Comprehensive Guide to 21 Popular Deep Learning Interview Questions and Answers appeared first on Analytics Vidhya. You’ve come to the right place!

Deep Learning 400

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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

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 351

Deep Learning Data Science Computer Vision NLP 351

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.

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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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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.

Deep Learning 353

Deep Learning Chatbots Python Data Science 353

Towards AI

NOVEMBER 19, 2023

This technique is more useful in the field of computer vision and natural language processing (NLP) because of large data that has semantic information. What is the issue of training deep learning models from scratch? The core idea is to take the knowledge of the trained model and apply it to a new but related application.

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Deep Learning Natural Language Processing Computer Vision NLP 121

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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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.

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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

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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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

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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ODSC - Open Data Science

JULY 18, 2023

Here at ODSC, we couldn’t be more excited to announce Microsoft Azure’s tutorial series on Deep Learning and NLP, now available for free on Ai+. This team has a passion for fostering proficiency in AI, and can’t wait to help you deepen your knowledge in machine learning and deep learning. Sign me up!

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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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Analytics Vidhya

DECEMBER 22, 2019

Overview A comprehensive look at the top machine learning highlights from 2019, including an exhaustive dive into NLP frameworks Check out the machine learning. The post 2019 In-Review and Trends for 2020 – A Technical Overview of Machine Learning and Deep Learning!

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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.

Natural Language Processing 400

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Towards AI

JULY 20, 2023

Jerome in his Study | Durer NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 03.14.21 Let’s talk about “Cryptonite: How I Stopped Worrying and Learned(?) LineFlow was designed to use in all deep learning… github.com Repo Cypher ?‍? Because it requires models to have n-order logic.

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Analytics Vidhya

JUNE 9, 2019

Introduction “I don’t want a full report, just give me a summary of the results” I have often found myself in this situation – The post Comprehensive Guide to Text Summarization using Deep Learning in Python appeared first on Analytics Vidhya.

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ODSC - Open Data Science

FEBRUARY 17, 2023

Natural language processing (NLP) has been growing in awareness over the last few years, and with the popularity of ChatGPT and GPT-3 in 2022, NLP is now on the top of peoples’ minds when it comes to AI. The chart below shows 20 in-demand skills that encompass both NLP fundamentals and broader data science expertise.

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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 […].

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PyImageSearch

JANUARY 30, 2023

This last blog of the series will cover the benefits, applications, challenges, and tradeoffs of using deep learning in the education sector. To learn about Computer Vision and Deep Learning for Education, just keep reading. As soon as the system adapts to human wants, it automates the learning process accordingly.

Computer Vision 107

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Marktechpost

FEBRUARY 27, 2024

Researchers from AIRI Moscow, Neural Networks and Deep Learning Lab MIPT, and London Institute for Mathematical Sciences introduce BABILong, a pioneering benchmark meticulously crafted to evaluate NLP models’ prowess in dissecting long documents. Check out the Paper.

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