Flipboard

NOVEMBER 29, 2023

a “full rewrite” of the Keras deep learning API, has arrived, providing a new multi back-end implementation of the API. Keras 3.0, Unveiled November …

Deep Learning 158

Deep Learning Deep Learning Computer Science Computer Science 158

Flipboard

OCTOBER 9, 2023

This lesson is the 2nd of a 3-part series on Docker for Machine Learning : Getting Started with Docker for Machine Learning Getting Used to Docker for Machine Learning (this tutorial) Lesson 3 To learn how to create a Docker Container for Machine Learning, just keep reading.

Machine Learning 153

Machine Learning Machine Learning Deep Learning Deep Learning 153

Flipboard

JULY 31, 2023

In this post, we’ll show you the datasets you can use to build your machine learning projects. After you create a free account, you’ll have access to the best machine learning datasets. Importance and Role of Datasets in Machine Learning Data is king.

Machine Learning 123

Machine Learning Machine Learning Deep Learning Deep Learning 123

NYU Center for Data Science

SEPTEMBER 25, 2024

CDS announced a new course in the center’s newly launched Lifelong Learning Program. Foundations of Deep Learning” offers CDS alumni the chance to dive into the latest advancements in AI and machine learning. It’s a chance for alumni to reconnect with groundbreaking research and applications in deep learning.

Deep Learning 97

Deep Learning Deep Learning Data Science Computer Science 97

Flipboard

DECEMBER 17, 2024

Here we show that candidates for the crystallization products of amorphous precursors can be predicted in many inorganic systems by sampling the local structural motifs at the atomistic level using universal deep learning interatomic potentials.

Deep Learning 121

Deep Learning Deep Learning Machine Learning Machine Learning 121

Flipboard

MAY 1, 2023

Hinton will be speaking at EmTech Digital on Wednesday Geoffrey Hinton, a VP and Engineering Fellow at Google, and a pioneer of deep learning who …

Deep Learning 123

Deep Learning Deep Learning Computer Science Computer Science 123

Flipboard

NOVEMBER 14, 2024

Researchers have developed a deep learning-based approach that significantly streamlines the accurate identification and classification of …

Deep Learning 111

Deep Learning Deep Learning Computer Science Computer Science 111

Flipboard

JANUARY 5, 2024

Why Should You Learn AI? Artificial Intelligence, Machine Learning and Deep Learning have been around since 1950s. Now, let’s get started! ? This area …

Deep Learning 177

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 177

AWS Machine Learning Blog

OCTOBER 16, 2024

Amazon SageMaker supports geospatial machine learning (ML) capabilities, allowing data scientists and ML engineers to build, train, and deploy ML models using geospatial data. Li Erran Li is the applied science manager at humain-in-the-loop services, AWS AI, Amazon. He has a PhD in computer science at Cornell University.

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ML ML Clustering Machine Learning 110

Analytics Vidhya

FEBRUARY 23, 2023

They collect, analyze, interpret data, and handle statistics, mathematics, and computer science. Introduction Data analysts with the technological know-how to tackle challenging problems are data scientists. They are accountable for providing insights that go beyond statistical analyses.

Data Scientist 328

Data Scientist Data Analyst Computer Science Computer Science 328

PyImageSearch

MAY 8, 2023

Home Table of Contents Introduction to Causality in Machine Learning Correlation and Causation Case Study 1: A “Marvelous” Problem Scenario 1: A Direct Cause Scenario 2: Reversing the Cause and Effect Scenario 3: Investigating a Hidden Cause Causal Thinking Case Study 2: Food App Conundrum Quiz Time! Let’s find out.

Machine Learning 107

Machine Learning Machine Learning Deep Learning Deep Learning 107

Flipboard

NOVEMBER 27, 2024

To address this, we make the first attempt to develop a deep learning framework predicting the transition probabilities of dynamical systems ahead of rate-induced transitions. This study introduces deep learning as an effective prediction tool for these tipping events.

Deep Learning 110

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 110

NYU Center for Data Science

NOVEMBER 9, 2023

Yann LeCun is a renowned deep learning pioneer and one of the most important minds in AI, and over the past few years he has been developing a comprehensive theory of machine learning, centered around “energy-based models,” which he calls “the only way to formalize and understand all model types.”

Deep Learning 98

Deep Learning Deep Learning Computer Science Computer Science 98

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 316

Natural Language Processing Analytics Analytics Computer Science 316

Flipboard

NOVEMBER 20, 2024

The structural flexibility of RNA, which leads to the scarcity of experimentally determined data, complicates computational prediction efforts. Here we present RhoFold+, an RNA language model-based deep learning method that accurately predicts 3D structures of single-chain RNAs from sequences.

Deep Learning 123

Deep Learning Deep Learning Computer Science Computer Science 123

DrivenData Labs

APRIL 10, 2024

Guy, Yonatan and Chen received their PhD in computer science some 20 years ago, while Irena is catching up to them these days. Irena used to work for Medial Research, a company developing machine-learning solutions for early detection of disease. in computer science. He is a Kaggle grandmaster.

Computer Science 264

Computer Science Computer Science Machine Learning Machine Learning 264

Flipboard

NOVEMBER 20, 2024

Discriminative AI, including machine learning and deep learning, is reshaping traditional industries while … The artificial intelligence landscape is undergoing a seismic shift every bit as transformative as the Industrial Revolution and the internet boom.

Deep Learning 144

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 144

Flipboard

NOVEMBER 19, 2024

Norcia earthquake together with Deep Learning (DL) to distinguish between foreshocks, aftershocks and time-to-failure (TTF). Artificial Intelligence technique based on Deep Learning is used to differentiate seismic waves before and after a M6.5 We use seismic waves that pass through the hypocentral region of the 2016 M6.5

Deep Learning 113

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 113

Flipboard

FEBRUARY 28, 2025

A research team, led by Professor Jimin Lee and Professor Eisung Yoon in the Department of Nuclear Engineering at UNIST, has unveiled a deep

Deep Learning 175

Deep Learning Deep Learning Computer Science Computer Science 175

Towards AI

JANUARY 8, 2024

While discussion about deep learning seems to be everywhere now, I also have the strong impression that this whole field of artificial intelligence appears to be a huge black-box topic. Deep learning is impressive but no magic. like a language model) or classifying images with just a few lines of code.

Deep Learning 111

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 111

Flipboard

JANUARY 26, 2025

Realizing the potential of this technology requires computational pipelines that generalize across experimental protocols and map neuronal activity at the laminar and subpopulation-specific levels, beyond atlas-defined regions.

Deep Learning 123

Deep Learning Deep Learning Clustering Algorithm 123

Flipboard

DECEMBER 12, 2023

An open source library for “large-scale deep learning models” running on the public cloud and a framework for machine learning on Apple silicon. It can be used to train or fine tune transformer language models on Apple hardware.

Deep Learning 152

Deep Learning Deep Learning Machine Learning Machine Learning 152

Flipboard

MARCH 17, 2025

This lesson is the 1st of a 2-part series on Deploying Machine Learning using FastAPI and Docker: Getting Started with Python and FastAPI: A Complete Beginners Guide (this tutorial) Lesson 2 To learn how to set up FastAPI, create GET and POST endpoints, validate data with Pydantic, and test your API with TestClient, just keep reading.

Python 153

Python Deep Learning Deep Learning Machine Learning 153

Flipboard

APRIL 17, 2023

Home Table of Contents Learning JAX in 2023: Part 3 — A Step-by-Step Guide to Training Your First Machine Learning Model with JAX Configuring Your Development Environment Having Problems Configuring Your Development Environment? ? The model will consist of a single weight and a single bias parameter that will be learned.

Machine Learning 139

Machine Learning Machine Learning Deep Learning Deep Learning 139

Flipboard

NOVEMBER 19, 2024

This dataset is from an EEG brain-computer interface (BCI) study investigating the use of deep learning (DL) for online continuous pursuit (CP) BCI. …

Deep Learning 104

Deep Learning Deep Learning Computer Science Computer Science 104

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. This ensures that the population remains employable and beneficial to the country.

Deep Learning 93

Deep Learning Deep Learning AI AI 93

IBM Journey to AI blog

DECEMBER 20, 2023

Machine learning (ML) technologies can drive decision-making in virtually all industries, from healthcare to human resources to finance and in myriad use cases, like computer vision , large language models (LLMs), speech recognition, self-driving cars and more. What is machine learning?

Machine Learning 92

Machine Learning Machine Learning Supervised Learning Clustering 92

NYU Center for Data Science

SEPTEMBER 28, 2023

Building on this momentum is a dynamic research group at the heart of CDS called the Machine Learning and Language (ML²) group. Furthermore, the cross-pollination that results from this diversity ensures a holistic approach to NLP challenges, making ML² an invaluable asset to the wider data science community.

Machine Learning 96

Machine Learning Machine Learning ML ML 96

Dataconomy

MAY 29, 2023

This article examines the important connection between QR codes and the domains of artificial intelligence (AI) and machine learning (ML), as well as how it affects the development of predictive analytics. So let’s start with the understanding of QR Codes, Artificial intelligence, and Machine Learning.

Predictive Analytics 208

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Data Science Dojo

DECEMBER 8, 2023

This includes understanding the following: Natural Language Processing (NLP) : NLP is the field of computer science that deals with the interaction between computers and human language. It encompasses tasks like machine translation, text summarization, and sentiment analysis.

Natural Language Processing 237

Natural Language Processing Deep Learning Deep Learning Computer Science 237

Flipboard

AUGUST 30, 2023

A collaborative international research team led by Professor Yoo-Geun Ham from Chonnam National University and Professor Seung-Ki Min from Pohang University of Science and Technology (POSTECH) has made a discovery on the impact of global warming on global daily precipitation.

Deep Learning 159

Deep Learning Deep Learning Computer Science Computer Science 159

AWS Machine Learning Blog

MARCH 30, 2023

In this post, we introduce a new interactive tool called Snapper, powered by a machine learning (ML) model that reduces the effort required of annotators. About the authors Jonathan Buck is a Software Engineer at Amazon Web Services working at the intersection of machine learning and distributed systems.

Machine Learning 97

Machine Learning Machine Learning ML ML 97

AWS Machine Learning Blog

SEPTEMBER 8, 2023

This post is co-written with Travis Bronson, and Brian L Wilkerson from Duke Energy Machine learning (ML) is transforming every industry, process, and business, but the path to success is not always straightforward. Finally, there is no labeled data available for training a supervised machine learning model.

Machine Learning 110

Machine Learning Machine Learning AWS ML 110

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). Read our interview with the CDS professor below!

Machine Learning 96

Machine Learning Machine Learning Computer Science Computer Science 96

AWS Machine Learning Blog

DECEMBER 24, 2024

Trainium chips are purpose-built for deep learning training of 100 billion and larger parameter models. Model training on Trainium is supported by the AWS Neuron SDK, which provides compiler, runtime, and profiling tools that unlock high-performance and cost-effective deep learning acceleration.

AWS 103

AWS Clustering Deep Learning Deep Learning 103

PyImageSearch

FEBRUARY 20, 2023

Table of Contents Learning JAX in 2023: Part 1 — The Ultimate Guide to Accelerating Numerical Computation and Machine Learning ?? Jump Right To The Downloads Section Learning JAX in 2023: Part 1 — The Ultimate Guide to Accelerating Numerical Computation and Machine Learning ?? What Is JAX?

Machine Learning 108

Machine Learning Machine Learning Deep Learning Deep Learning 108

NYU Center for Data Science

DECEMBER 11, 2024

While scientists typically use experiments to understand natural phenomena, a growing number of researchers are applying the scientific method to study something humans created but dont fully comprehend: deep learning systems. The organizers saw a gap between deep learnings two traditional camps.

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Deep Learning Deep Learning Computer Science Computer Science 70