Defined.ai blog

SEPTEMBER 21, 2023

That’s the power of Natural Language Processing (NLP) at work. In this exploration, we’ll journey deep into some Natural Language Processing examples , as well as uncover the mechanics of how machines interpret and generate human language. What is Natural Language Processing?

Natural Language Processing 52

Natural Language Processing Data Mining Data Mining Data Mining 52

DrivenData Labs

MAY 18, 2023

I work on machine learning for natural language processing, and I’m particularly interested in few-shot learning, lifelong learning, and societal and health applications such as abuse detection, misinformation, mental ill-health detection, and language assessment.

Natural Language Processing 211

Natural Language Processing Machine Learning Machine Learning Data Science 211

Dataconomy

FEBRUARY 27, 2025

Background and interdisciplinary approach Various disciplines contribute to the development and understanding of neuromorphic computing. Current projects focus on refining hardware and algorithms to maximize energy efficiency and processing capabilities in neuromorphic systems.

Natural Language Processing 91

Natural Language Processing Algorithm Computer Science Computer Science 91

Pickl AI

AUGUST 1, 2024

Summary : Deep Learning engineers specialise in designing, developing, and implementing neural networks to solve complex problems. Introduction Deep Learning engineers are specialised professionals who design, develop, and implement Deep Learning models and algorithms.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

IBM Journey to AI blog

JULY 6, 2023

These computer science terms are often used interchangeably, but what differences make each a unique technology? To keep up with the pace of consumer expectations, companies are relying more heavily on machine learning algorithms to make things easier. Machine learning is a subset of AI.

Deep Learning 71

Deep Learning Deep Learning Machine Learning Machine Learning 71

Dataconomy

MAY 29, 2023

With advancements in artificial intelligence (AI) and machine learning (ML), QR codes are now being integrated into predictive analytics, allowing businesses to extract valuable insights from the data encoded within the codes. These algorithms allow AI systems to recognize patterns, forecast outcomes, and adjust to new situations.

Predictive Analytics 208

Predictive Analytics ML ML Analytics 208

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. Having mastery of these two will prove that you know data science and in turn, NLP.

Data Science 111

Data Science Deep Learning Deep Learning Natural Language Processing 111

Dataconomy

DECEMBER 18, 2024

Artificial Intelligence (AI) is a field of computer science focused on creating systems that perform tasks requiring human intelligence, such as language processing, data analysis, decision-making, and learning. Since DL falls under ML, this discussion will primarily focus on machine learning.

AI 91

AI AI Machine Learning Machine Learning 91

Data Science Dojo

JULY 4, 2023

With a foundation in math, statistics, and programming, learning Generative AI requires dedication and patience as the technology evolves. Generative AI harnesses deep learning algorithms to generate human-like data in response to user input. Back to basics: What is Generative AI?

AI 195

AI AI Algorithm Natural Language Processing 195

Towards AI

JANUARY 6, 2025

Professional certificate for computer science for AI by HARVARD UNIVERSITY Professional certificate for computer science for AI is a 5-month AI course that is inclusive of self-paced videos for participants; who are beginners or possess intermediate-level understanding of artificial intelligence.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence AI AI 105

NYU Center for Data Science

JULY 18, 2023

MaD & MaD+ The Math and Data (MaD) group is a collaboration between CDS and the NYU Courant Institute of Mathematical Sciences. Their work specializes in signal processing and inverse problems, machine learning and deep learning, and high-dimensional statistics and probability.

Data Science 98

Data Science Machine Learning Machine Learning Natural Language Processing 98

PyImageSearch

SEPTEMBER 23, 2024

Home Table of Contents Deploying a Vision Transformer Deep Learning Model with FastAPI in Python What Is FastAPI? You’ll learn how to structure your project for efficient model serving, implement robust testing strategies with PyTest, and manage dependencies to ensure a smooth deployment process. Testing main.py

Deep Learning 62

Deep Learning Deep Learning Python Natural Language Processing 62

NYU Center for Data Science

JUNE 12, 2024

New techniques in deep learning are revolutionizing how we understand and interpret the world around us. This year’s International Conference on Learning Representations (ICLR) in Vienna showcased cutting-edge research from experts across the globe, including several CDS members. workshop as a standout.

Computer Science 75

Computer Science Computer Science Data Science Deep Learning 75

Pickl AI

JULY 18, 2023

With technological developments occurring rapidly within the world, Computer Science and Data Science are increasingly becoming the most demanding career choices. Moreover, with the oozing opportunities in Data Science job roles, transitioning your career from Computer Science to Data Science can be quite interesting.

Computer Science 52

Computer Science Computer Science Data Science Machine Learning 52

PyImageSearch

JANUARY 2, 2023

This blog will cover the benefits, applications, challenges, and tradeoffs of using deep learning in healthcare. Computer Vision and Deep Learning for Healthcare Benefits Unlocking Data for Health Research The volume of healthcare-related data is increasing at an exponential rate.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

AWS Machine Learning Blog

FEBRUARY 29, 2024

Large-scale deep learning has recently produced revolutionary advances in a vast array of fields. is a startup dedicated to the mission of democratizing artificial intelligence technologies through algorithmic and software innovations that fundamentally change the economics of deep learning. Founded in 2021, ThirdAI Corp.

AWS 135

AWS Deep Learning Deep Learning ML 135

AWS Machine Learning Blog

SEPTEMBER 9, 2024

As LLMs have grown larger, their performance on a wide range of natural language processing tasks has also improved significantly, but the increased size of LLMs has led to significant computational and resource challenges. Training and deploying these models requires vast amounts of computing power, memory, and storage.

AWS 110

AWS Deep Learning Deep Learning ML 110

AWS Machine Learning Blog

MARCH 21, 2025

million scholarly articles in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering and systems science, and economics. Generate metadata Using natural language processing, you can generate metadata for the paper to aid in searchability.

AWS 115

AWS AI AI Data Scientist 115

Flipboard

MAY 15, 2025

Qualtrics harnesses the power of generative AI, cutting-edge machine learning (ML), and the latest in natural language processing (NLP) to provide new purpose-built capabilities that are precision-engineered for experience management (XM). Customer Solutions Manager in the ISV Strategic Accounts organization at AWS.

ML 132

ML ML AI AI 132

Flipboard

MARCH 27, 2023

In this series, you will learn about Accelerating Deep Learning Models with PyTorch 2.0. This lesson is the 1st of a 2-part series on Accelerating Deep Learning Models with PyTorch 2.0 : What’s New in PyTorch 2.0? Or requires a degree in computer science? Join me in computer vision mastery.

Deep Learning 158

Deep Learning Deep Learning Python Natural Language Processing 158

AWS Machine Learning Blog

MAY 15, 2025

By using cutting-edge generative AI and deep learning technologies, Apoidea has developed innovative AI-powered solutions that address the unique needs of multinational banks. Yanwei Cui , PhD, is a Senior Machine Learning Specialist Solutions Architect at AWS. Outside of work, he enjoys reading and traveling.

AWS 90

AWS ML ML Machine Learning 90

AWS Machine Learning Blog

JUNE 18, 2024

Her expertise is in building machine learning solutions involving computer vision and natural language processing for various industry verticals. In particular, she has extensive experience working on human-centered situational awareness and knowledge infused learning for highly autonomous systems.

AWS 128

AWS Natural Language Processing Machine Learning Machine Learning 128

Dataconomy

APRIL 18, 2023

The basics of artificial intelligence include understanding the various subfields of AI, such as machine learning, natural language processing, computer vision, and robotics. Deep learning Deep learning is a subset of machine learning that uses artificial neural networks to model and solve complex problems.

Artificial Intelligence 113

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 113

PyImageSearch

JANUARY 1, 2024

Course information: 83 total classes • 113+ hours of on-demand code walkthrough videos • Last updated: December 2023 ★★★★★ 4.84 (128 Ratings) • 16,000+ Students Enrolled I strongly believe that if you had the right teacher you could master computer vision and deep learning. Or requires a degree in computer science?

Deep Learning 117

Deep Learning Deep Learning Natural Language Processing Python 117

Flipboard

JULY 10, 2023

Figure 5: Architecture of Convolutional Autoencoder for Image Segmentation (source: Bandyopadhyay, “Autoencoders in Deep Learning: Tutorial & Use Cases [2023],” V7Labs , 2023 ). time series or natural language processing tasks). Or requires a degree in computer science? That’s not the case.

Deep Learning 132

Deep Learning Deep Learning Machine Learning Machine Learning 132

AWS Machine Learning Blog

JUNE 27, 2024

in Computer Science from Stanford University, taught for three years as an assistant professor at NUST(Pakistan), and did a post-doc in fast data analytics systems at EPFL. His current research interests include natural language processing and multimodal learning, particularly using large language models and large multimodal models.

AWS 130

AWS AI AI Clustering 130

Pickl AI

APRIL 25, 2023

There are five different subsets of Artificial Intelligence which include Machine Learning, Deep Learning, Robotics, Neural Networks, and NLP. It is important to note that Machine Learning has several subsets including neural networks, deep learning, and reinforcement learning. What is Deep Learning?

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Natural Language Processing Machine Learning 52

NYU Center for Data Science

SEPTEMBER 28, 2023

It’s a pivotal time in Natural Language Processing (NLP) research, marked by the emergence of large language models (LLMs) that are reshaping what it means to work with human language technologies. Cho’s work on building attention mechanisms within deep learning models has been seminal in the field.

Machine Learning 98

Machine Learning Machine Learning ML ML 98

Dataconomy

MARCH 14, 2023

In recent years, natural language processing and conversational AI have gained significant attention as technologies that are transforming the way we interact with machines and each other. Natural language processing involves the application of artificial intelligence to comprehend and respond to human language.

Natural Language Processing 70

Natural Language Processing Machine Learning Machine Learning Supervised Learning 70

ODSC - Open Data Science

APRIL 3, 2023

Question Answering is the task in Natural Language Processing that involves answering questions posed in natural language. Duisburg-Essen, Germany) is a professor of Computer Science and director of the Ubiquitous Knowledge Processing (UKP) Lab at the Technical University (TU) of Darmstadt in Germany.

Natural Language Processing 117

Natural Language Processing Machine Learning Machine Learning Data Science 117

Dataconomy

APRIL 12, 2023

By incorporating insights from cognitive science, AI is becoming more advanced and capable, with the potential to transform many aspects of our lives. Artificial intelligence, or AI, is a field of computer science and engineering that focuses on creating machines and systems that can perform tasks that typically require human intelligence.

Artificial Intelligence 91

Artificial Intelligence Artificial Intelligence AI AI 91

Becoming Human

MARCH 16, 2023

Since the advent of deep learning in the 2000s, AI applications in healthcare have expanded. Machine Learning Machine learning (ML) focuses on training computer algorithms to learn from data and improve their performance, without being explicitly programmed. A few AI technologies are empowering drug design.

AI 139

AI AI Deep Learning Deep Learning 139

NYU Center for Data Science

JULY 28, 2023

The international machine learning educational summit, held from July 8th through the 16th, was organized by AI for Global Goals in collaboration with the University of Oxford Deep Medicine and the Canadian Institute for Advanced Research (CIFAR). Could you talk a bit about the course you taught for OxML 2023?

Machine Learning 98

Machine Learning Machine Learning Computer Science Computer Science 98

How to Learn Machine Learning

MAY 14, 2023

When selecting projects, consider tackling problems in different domains, such as natural language processing, computer vision, or recommendation systems. In addition to deep learning, it’s beneficial to specialize in a specific area or technique within machine learning.

Machine Learning 52

Machine Learning Machine Learning Deep Learning Deep Learning 52

How to Learn Machine Learning

DECEMBER 15, 2024

Deep Learning Specialization Developed by deeplearning.ai Deep Learning Specialization Developed by deeplearning.ai IBM Machine Learning Professional Certificate A comprehensive, industry-driven program that bridges academic learning with real-world machine learning applications.

Machine Learning 52

Machine Learning Machine Learning Deep Learning Deep Learning 52

PyImageSearch

DECEMBER 25, 2023

Course information: 83 total classes • 113+ hours of on-demand code walkthrough videos • Last updated: December 2023 ★★★★★ 4.84 (128 Ratings) • 16,000+ Students Enrolled I strongly believe that if you had the right teacher you could master computer vision and deep learning. Or requires a degree in computer science?

Deep Learning 108

Deep Learning Deep Learning Python AI 108

Dataconomy

MARCH 13, 2023

With advances in machine learning, deep learning, and natural language processing, the possibilities of what we can create with AI are limitless. However, the process of creating AI can seem daunting to those who are unfamiliar with the technicalities involved. What is required to build an AI system?

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Natural Language Processing Algorithm 98