Unite.AI

DECEMBER 8, 2023

Language models and generative AI, renowned for their capabilities, are a hot topic in the AI industry. These systems, typically deep learning models, are pre-trained on extensive labeled data, incorporating neural networks for self-attention. Global researchers are enhancing their efficacy and capability.

BERT 306

BERT Neural Network Large Language Models Algorithm 306

Unite.AI

SEPTEMBER 20, 2023

Hugging Face is an AI research lab and hub that has built a community of scholars, researchers, and enthusiasts. In a short span of time, Hugging Face has garnered a substantial presence in the AI space. These are deep learning models used in NLP. ", "Hopefully, it won't disappoint you."]

LLM 341

LLM NLP BERT Python 341

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. The model outperforms traditional attention-based models, such as BERT and Vision Transformers, across domains with smaller model sizes.

Deep Learning 134

Deep Learning BERT Neural Network Natural Language Processing 134

Towards AI

OCTOBER 19, 2024

Last Updated on October 20, 2024 by Editorial Team Author(s): Anoop Maurya Originally published on Towards AI. In this guide, we will explore how to fine-tune BERT, a model with 110 million parameters, specifically for the task of phishing URL detection. Join thousands of data leaders on the AI newsletter.

BERT 105

BERT Natural Language Processing Deep Learning Machine Learning 105

Unite.AI

JULY 23, 2024

However, recent advancements in artificial intelligence (AI) and neuroscience bring this fantasy closer to reality. Mind-reading AI, which interprets and decodes human thoughts by analyzing brain activity, is now an emerging field with significant implications. What is Mind-reading AI?

Convolutional Neural Networks 313

Convolutional Neural Networks Neural Network Artificial Intelligence Artificial Intelligence 313

Unite.AI

SEPTEMBER 18, 2023

In this article, we will be talking about how the collaboration between AI and blockchain gives birth to numerous privacy protection techniques, and their application in different verticals including de-identification, data encryption, k-anonymity, and multi-tier distributed ledger methods.

Deep Learning 318

Deep Learning Artificial Intelligence Artificial Intelligence AI 318

AI Weekly

JULY 27, 2023

In the News 10 Thought-Provoking Novels About AI Although we’re probably still a long way off from the sentient forms of AI that are depicted in film and literature, we can turn to fiction to probe the questions raised by these technological advancements (and also to read great sci-fi stories!). to power those data centers.

Neural Network 246

Neural Network Convolutional Neural Networks Natural Language Processing Robotics 246

Unite.AI

NOVEMBER 25, 2024

As AI engineers, crafting clean, efficient, and maintainable code is critical, especially when building complex systems. For AI and large language model (LLM) engineers , design patterns help build robust, scalable, and maintainable systems that handle complex workflows efficiently. loading models, data preprocessing pipelines).

Python 144

Python LLM AI Engineer AI 144

Marktechpost

JANUARY 15, 2025

This gap has led to the evolution of deep learning models, designed to learn directly from raw data. What is Deep Learning? Deep learning, a subset of machine learning, is inspired by the structure and functioning of the human brain. High Accuracy: Delivers superior performance in many tasks.

Deep Learning 87

Deep Learning Neural Network Convolutional Neural Networks Natural Language Processing 87

AssemblyAI

JUNE 27, 2023

Over the past decade, we've witnessed significant advancements in AI-powered audio generation techniques, including music and speech synthesis. This blog post is part of a series on generative AI. This shift has led to dramatic improvements in speech recognition and several other applications of discriminative AI.

Generative AI 298

Generative AI BERT Neural Network Deep Learning 298

Marktechpost

AUGUST 7, 2023

Models like GPT, BERT, and PaLM are getting popular for all the good reasons. The well-known model BERT, which stands for Bidirectional Encoder Representations from Transformers, has a number of amazing applications. Recent research investigates the potential of BERT for text summarization.

BERT 98

BERT NLP Natural Language Processing Large Language Models 98

Unite.AI

SEPTEMBER 25, 2023

However, as technology advanced, so did the complexity and capabilities of AI music generators, paving the way for deep learning and Natural Language Processing (NLP) to play pivotal roles in this tech. Today platforms like Spotify are leveraging AI to fine-tune their users' listening experiences.

Generative AI 291

Generative AI Deep Learning Algorithm AI 291

Marktechpost

NOVEMBER 25, 2023

The practical success of deep learning in processing and modeling large amounts of high-dimensional and multi-modal data has grown exponentially in recent years. They believe the proposed computational paradigm shows tremendous promise in connecting deep learning theory and practice from a unified viewpoint of data compression.

Deep Learning 128

Deep Learning Auto-classification Auto-complete BERT 128

Unite.AI

NOVEMBER 6, 2023

In recent years, Generative AI has shown promising results in solving complex AI tasks. Modern AI models like ChatGPT , Bard , LLaMA , DALL-E.3 Moreover, Multimodal AI techniques have emerged, capable of processing multiple data modalities, i.e., text, images, audio, and videos simultaneously. What are its Limitations?

Machine Learning 201

Machine Learning Neural Network Deep Learning Convolutional Neural Networks 201

IBM Journey to AI blog

FEBRUARY 13, 2024

Generative AI ( artificial intelligence ) promises a similar leap in productivity and the emergence of new modes of working and creating. Generative AI represents a significant advancement in deep learning and AI development, with some suggesting it’s a move towards developing “ strong AI.”

Generative AI 343

Generative AI AI AI Chatbots 343

Unite.AI

JULY 11, 2023

The Artificial Intelligence (AI) ecosystem has evolved rapidly in the last five years, with Generative AI (GAI) leading this evolution. In fact, the Generative AI market is expected to reach $36 billion by 2028 , compared to $3.7 However, advancing in this field requires a specialized AI skillset. billion in 2023.

Generative AI 189

Generative AI BERT Natural Language Processing Large Language Models 189

Google Research AI blog

FEBRUARY 7, 2023

The explosion in deep learning a decade ago was catapulted in part by the convergence of new algorithms and architectures, a marked increase in data, and access to greater compute. Using this approach, for the first time, we were able to effectively train BERT using simple SGD without the need for adaptivity.

Deep Learning 118

Deep Learning Algorithm Neural Network ML 118

Marktechpost

NOVEMBER 25, 2024

Deep learning models have emerged as transformative tools by leveraging RNA sequence data. Recent deep learning-based methods integrate multiple sequence alignments (MSAs) and secondary structure constraints to enhance RNA 3D structure prediction. FREE AI VIRTUAL CONFERENCE ] SmallCon: Free Virtual GenAI Conference ft.

Deep Learning 84

Deep Learning BERT Artificial Intelligence Artificial Intelligence 84

AWS Machine Learning Blog

NOVEMBER 29, 2023

In today’s rapidly evolving landscape of artificial intelligence, deep learning models have found themselves at the forefront of innovation, with applications spanning computer vision (CV), natural language processing (NLP), and recommendation systems. If not, refer to Using the SageMaker Python SDK before continuing.

Deep Learning 107

Deep Learning Conversational AI Natural Language Processing BERT 107

Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. These AI agents, transcending chatbots and voice assistants, are shaping a new paradigm for both industries and our daily lives.

Auto-complete 240

Auto-complete ChatGPT Large Language Models Neural Network 240

Unite.AI

MAY 29, 2024

With nine times the speed of the Nvidia A100, these GPUs excel in handling deep learning workloads. This advancement has spurred the commercial use of generative AI in natural language processing (NLP) and computer vision, enabling automated and intelligent data extraction.

Data Extraction 268

Data Extraction Neural Network Large Language Models NLP 268

Unite.AI

DECEMBER 27, 2023

Generative AI is an evolving field that has experienced significant growth and progress in 2023. By utilizing machine learning algorithms , it produces new content, including images, text, and audio, that resembles existing data. This availability of diverse Gen AI tools reveals new possibilities for innovation and growth.

Generative AI 215

Generative AI Chatbots Large Language Models Machine Learning 215

Unite.AI

JULY 1, 2024

In recent years, the world has witnessed the unprecedented rise of Artificial Intelligence (AI) , which has transformed numerous sectors and reshaped our everyday lives. Among the most transformative advancements are generative models, AI systems capable of creating text, images, music, and more with surprising creativity and accuracy.

Explainability 176

Explainability BERT AI AI 176

ODSC - Open Data Science

APRIL 28, 2023

Be sure to check out his talk, “ Bagging to BERT — A Tour of Applied NLP ,” there! In this post, I’ll be demonstrating two deep learning approaches to sentiment analysis. Deep learning refers to the use of neural network architectures, characterized by their multi-layer design (i.e. deep” architecture).

Deep Learning 98

Deep Learning Convolutional Neural Networks NLP Neural Network 98

Unite.AI

AUGUST 8, 2023

That is Generative AI. Microsoft is already discontinuing its Cortana app this month to prioritize newer Generative AI innovations, like Bing Chat. billion R&D budget to generative AI, as indicated by CEO Tim Cook. To understand this, think of a sentence: “Unite AI Publish AI and Robotics news.”

Generative AI 243

Generative AI ChatGPT Neural Network Convolutional Neural Networks 243

Unite.AI

JULY 25, 2024

Artificial Intelligence (AI) transforms how we interact with technology, breaking language barriers and enabling seamless global communication. According to MarketsandMarkets , the AI market is projected to grow from USD 214.6 One new advancement in this field is multilingual AI models. billion in 2024 to USD 1339.1

Neural Network 200

Neural Network AI AI Machine Learning 200

IBM Journey to AI blog

AUGUST 1, 2023

True to their name, generative AI models generate text, images, code , or other responses based on a user’s prompt. It’s the underlying engine that gives generative models the enhanced reasoning and deep learning capabilities that traditional machine learning models lack.

Generative AI 176

Generative AI Data Scientist Machine Learning BERT 176

DataRobot Blog

APRIL 21, 2022

Machine learning, and especially deep learning, has become increasingly more accurate in the past few years. This has improved our lives in ways we couldn’t imagine just a few years ago, but we’re far from the end of this AI revolution. To illustrate the energy needed in deep learning, let’s make a comparison.

Deep Learning 145

Deep Learning Machine Learning Computer Vision Natural Language Processing 145

Marktechpost

APRIL 16, 2024

These small, effective, and extremely flexible AI models provide a more simplified method of developing AI by challenging the idea that larger is always preferable. Advantages of Small Language Models SLMs are an appealing answer to AI’s language dilemma because they have a number of advantages over LLMs.

Artificial Intelligence 133

Artificial Intelligence Artificial Intelligence BERT Natural Language Processing 133

Unite.AI

OCTOBER 22, 2024

Artificial Intelligence (AI) is changing our world incredibly, influencing industries like healthcare, finance, and retail. From recommending products online to diagnosing medical conditions, AI is everywhere. As AI models become more complex, they demand more computational power, putting a strain on hardware and driving up costs.

Neural Network 144

Neural Network Convolutional Neural Networks Deep Learning Natural Language Processing 144

Flipboard

JUNE 20, 2023

One way is through providing prescriptive guidance around architecting your AI/ML workloads for sustainability. Training experiment: Training BERT Large from scratch Training, as opposed to inference, is a finite process that is repeated much less frequently. The first uses traditional accelerated EC2 instances.

Machine Learning 123

Machine Learning BERT Deep Learning ML Engineer 123

Mlearning.ai

MARCH 2, 2023

Pre-training of Deep Bidirectional Transformers for Language Understanding BERT is a language model that can be fine-tuned for various NLP tasks and at the time of publication achieved several state-of-the-art results. Finally, the impact of the paper and applications of BERT are evaluated from today’s perspective. 1 Impact V.2

BERT 52

BERT NLP Deep Learning Neural Network 52

Unite.AI

DECEMBER 1, 2023

Machine learning , a subset of AI, involves three components: algorithms, training data, and the resulting model. An algorithm, essentially a set of procedures, learns to identify patterns from a large set of examples (training data). The culmination of this training is a machine-learning model.

LLM 261

LLM Machine Learning Explainability Algorithm 261

IBM Journey to AI blog

MARCH 27, 2024

This article explores an innovative way to streamline the estimation of Scope 3 GHG emissions leveraging AI and Large Language Models (LLMs) to help categorize financial transaction data to align with spend-based emissions factors. Why are Scope 3 emissions difficult to calculate?

ESG 238

ESG Categorization Large Language Models NLP 238

Marktechpost

APRIL 4, 2025

This is where an AI-powered Question-Answering (Q&A) bot becomes invaluable. This tutorial will guide you through building a practical AI Q&A system that can analyze webpage content and answer specific questions. Windows NT 10.0; join(chunk for chunk in chunks if chunk) text = re.sub(r's+', ' ', text).strip() Windows NT 10.0;

AI Modeling 56

AI Modeling NLP AI AI 56

Heartbeat

MARCH 15, 2023

An open-source machine learning model called BERT was developed by Google in 2018 for NLP, but this model had some limitations, and due to this, a modified BERT model called RoBERTa (Robustly Optimized BERT Pre-Training Approach) was developed by the team at Facebook in the year 2019.

BERT 52

BERT NLP Deep Learning Neural Network 52

Marktechpost

DECEMBER 18, 2023

Given the number of advancements artificial intelligence (AI) has made this year itself, it’s no surprise that it has been a significant point of discussion throughout 2023. AI now finds its use case in almost every realm, and one of its exciting and useful applications is in healthcare and medicine.

Artificial Intelligence 131

Artificial Intelligence Artificial Intelligence BERT Deep Learning 131