Hacker News

NOVEMBER 19, 2023

Slides and virtual machine for François Fleuret's Deep Learning Course

Deep Learning 144

Deep Learning Deep Learning 144

KDnuggets

JULY 14, 2022

Deep learning forms the backbone of modern day artificial intelligence. Learn more about the important aspects of this connection with this freely available course.

Artificial Intelligence 364

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 364

KDnuggets

MARCH 7, 2023

This brief guide illustrates how to use the Hydra library for ML experiments, especially in the case of deep learning-related tasks, and why you need this tool to make your workflow easier.

Deep Learning 238

Deep Learning Deep Learning ML ML 238

The MLOps Blog

NOVEMBER 14, 2023

Deep learning models are typically highly complex. While many traditional machine learning models make do with just a couple of hundreds of parameters, deep learning models have millions or billions of parameters. The reasons for this range from wrongly connected model components to misconfigured optimizers.

Deep Learning 111

Deep Learning Deep Learning ML ML 111

KDnuggets

OCTOBER 31, 2022

Check out this list of 15 FREE ebooks for learning machine learning and deep learning.

Machine Learning 363

Machine Learning Machine Learning Deep Learning Deep Learning 363

KDnuggets

JULY 17, 2023

The second edition of the book Neural Networks and Deep Learning is now available. This book covers both classical and modern models in deep learning. The book is intended to be a textbook for universities, and it covers the theoretical and algorithmic aspects of deep learning.

Deep Learning 183

Deep Learning Deep Learning Algorithm 183

KDnuggets

JULY 25, 2022

Looking for a great course to go from machine learning zero to hero quickly? has released the latest version of Practical Deep Learning For Coders. And it won't cost you a thing.

Deep Learning 289

Deep Learning Deep Learning Machine Learning Machine Learning 289

KDnuggets

JANUARY 4, 2023

Check out this solid plan for learning Data Science, Machine Learning, and Deep Learning. The entire plan is currently available at no cost to KDnuggets readers.

Deep Learning 343

Deep Learning Deep Learning Machine Learning Machine Learning 343

DeepMind

NOVEMBER 29, 2023

We introduce Graph Networks for Materials Exploration (GNoME), our new deep learning tool that dramatically increases the speed and efficiency of discovery by predicting the stability of new materials. We share the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge.

Deep Learning 98

Deep Learning Deep Learning 98

KDnuggets

NOVEMBER 7, 2022

Check out this second list of 15 FREE ebooks for learning machine learning and deep learning.

Machine Learning 296

Machine Learning Machine Learning Deep Learning Deep Learning 296

KDnuggets

OCTOBER 31, 2022

How do we bridge this gap between deep learning and human cognitive ability?

Deep Learning 332

Deep Learning Deep Learning Machine Learning Machine Learning 332

KDnuggets

DECEMBER 10, 2021

Using deep learning techniques can help mathematicians develop intuitions about the toughest problems in the field.

Deep Learning 344

Deep Learning Deep Learning 344

Flipboard

NOVEMBER 16, 2023

Deep learning—a form of artificial intelligence capable of improving itself with limited user input—has radically reshaped the landscape of biomedical research since its emergence in the early 2010s.

Deep Learning 122

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 122

KDnuggets

JULY 8, 2022

Bounding box deep learning has several benefits that make it well-suited for video annotation.

Deep Learning 306

Deep Learning Deep Learning 306

KDnuggets

JANUARY 26, 2023

Learn how to easily build, iterate and deploy a state-of-the-art deep learning model to predict customer ratings with a declarative approach to machine learning.

Deep Learning 206

Deep Learning Deep Learning Machine Learning Machine Learning 206

Heartbeat

NOVEMBER 29, 2023

Two names stand out prominently in the wide realm of deep learning: TensorFlow and PyTorch. These strong frameworks have changed the field, allowing researchers and practitioners to create and deploy cutting-edge machine learning models. TensorFlow and PyTorch present distinct routes to traverse.

Deep Learning 52

Deep Learning Deep Learning Python Machine Learning 52

Flipboard

NOVEMBER 21, 2023

Here, we introduce spatial architecture characterization by deep learning (SPACEL) for ST data analysis. Here, authors present a deep learning based method SPACEL for cell type deconvolution, spatial domain identification and 3D alignment, showcasing it as a valuable toolkit for ST data analysis

Deep Learning 90

Deep Learning Deep Learning Data Analysis Data Analysis 90

Heartbeat

NOVEMBER 27, 2023

Deep learning automates and improves medical picture analysis. Convolutional neural networks (CNNs) can learn complicated patterns and features from enormous datasets, emulating the human visual system. Convolutional Neural Networks (CNNs) Deep learning in medical image analysis relies on CNNs.

Deep Learning 59

Deep Learning Deep Learning Machine Learning Machine Learning 59

KDnuggets

NOVEMBER 12, 2021

The PyTorch Deep Learning framework has a C++ API for use on mobile platforms. This article shows an end-to-end demo of how to write a simple C++ application with Deep Learning capabilities using the PyTorch C++ API such that the same code can be built for use on mobile platforms (both Android and iOS).

Deep Learning 272

Deep Learning Deep Learning Python 272

Flipboard

APRIL 3, 2023

Last Updated on April 4, 2023 Deep learning is a fascinating field of study and the techniques are achieving world class results in a range of challenging machine learning problems. It can be hard to get started in deep learning.Which library should you use and which techniques should you focus on?

Deep Learning 145

Deep Learning Deep Learning Machine Learning Machine Learning 145

KDnuggets

DECEMBER 5, 2019

Deep learning models are revolutionizing the business and technology world with jaw-dropping performances in one application area after another. Read this post on some of the numerous composite technologies which allow deep learning its complex nonlinearity.

Deep Learning 235

Deep Learning Deep Learning 235

KDnuggets

SEPTEMBER 23, 2019

Our list of deep learning researchers and industry leaders are the people you should follow to stay current with this wildly expanding field in AI.

Deep Learning 275

Deep Learning Deep Learning AI AI 275

Towards AI

NOVEMBER 19, 2023

What is the issue of training deep learning models from scratch? This technique is more useful in the field of computer vision and natural language processing (NLP) because of large data that has semantic information. It needs a lot of labeled data that takes more time and effort if not available publicly.It

Deep Learning 90

Deep Learning Deep Learning Natural Language Processing AI 90

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 Machine Learning Machine Learning 98

Flipboard

FEBRUARY 7, 2023

The most popular deep learning libraries in Python for research and development are TensorFlow/Keras and PyTorch, due to their simplicity. The scikit-learn library, however, is the most popular library for general machine learning in Python.

Deep Learning 145

Deep Learning Deep Learning Python Machine Learning 145

KDnuggets

NOVEMBER 2, 2022

Data-centric learning resources are somewhat scattered today, and that’s why we developed a new Data Centric Deep Learning course on the co:rise education platform. It is an introduction to a set of approaches and best practices, for people who are trying to do deep learning in the wild.

Deep Learning 183

Deep Learning Deep Learning 183

Analytics Vidhya

NOVEMBER 18, 2022

Deep Learning Overview Deep Learning is a subset of Machine Learning. Deep Learning is established on Artificial Neural Networks to mimic the human brain. In deep learning, we add several hidden layers to gather the most minute details to learn the data for […].

Deep Learning 123

Deep Learning Deep Learning Machine Learning Machine Learning 123

Analytics Vidhya

APRIL 5, 2023

TensorFlow is an open-source framework used for building and training machine […] The post Deep Learning for Image Segmentation with TensorFlow appeared first on Analytics Vidhya. This task is important for applications such as object detection, image recognition, and autonomous driving.

Deep Learning 139

Deep Learning Deep Learning Analytics Analytics 139

Heartbeat

NOVEMBER 14, 2023

For many years, gradient-boosting models and deep-learning solutions have won the lion's share of Kaggle competitions. XGBoost is not limited to machine learning tasks, as its incredible power can be harnessed when harmonized with deep learning algorithms. " Nuclear Engineering and Technology 53, no.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

KDnuggets

NOVEMBER 9, 2021

But this format is not optimized for deep learning work. In this article we are discussing that HDF5 is one of the most popular and reliable formats for non-tabular, numerical data. This article suggests what kind of ML native data format should be to truly serve the needs of modern data scientists.

Deep Learning 269

Deep Learning Deep Learning Data Scientist ML 269

Towards AI

SEPTEMBER 10, 2023

What I’ve learned from the most popular DL course Photo by Sincerely Media on Unsplash I’ve recently finished the Practical Deep Learning Course from Fast.AI. So you definitely can trust his expertise in Machine Learning and Deep Learning. Luckily, there’s a handy tool to pick up Deep Learning Architecture.

Deep Learning 96

Deep Learning Deep Learning ML ML 96

IBM Data Science in Practice

MARCH 21, 2023

In this blog, we go over a use case of an AI assisted image recognition process that consisted of many deep learning models. Aggregation Methods: A single deep learning model produces a matrix of prediction probabilities of each class for each section of the original image. This was a standard WML deployment.

Deep Learning 130

Deep Learning Deep Learning Machine Learning Machine Learning 130

KDnuggets

SEPTEMBER 24, 2019

Deep Learning is/has become the hottest skill in Data Science at the moment. There is a plethora of articles, courses, technologies, influencers and resources that we can leverage to gain the Deep Learning skills.

Deep Learning 272

Deep Learning Deep Learning Data Science Data Scientist 272

Towards AI

NOVEMBER 19, 2023

Photo by Pietro Jeng on Unsplash Deep learning is a type of machine learning that utilizes layered neural networks to help computers learn from large amounts of data in an automated way, much like humans do. We will explain intuitively what each one means and how it contributes to the deep learning process.

Deep Learning 90

Deep Learning Deep Learning Natural Language Processing Machine Learning 90

KDnuggets

AUGUST 25, 2022

Sponsored Post Deep learning has become essential knowledge for data scientists, researchers, and software developers. The R language APIs for Keras and TensorFlow Read more »

Deep Learning 174

Deep Learning Deep Learning Data Scientist 174

fast.ai

APRIL 3, 2023

Today we’re releasing our new course, From Deep Learning Foundations to Stable Diffusion , which is part 2 of Practical Deep Learning for Coders.

Deep Learning 128

Deep Learning Deep Learning 128

Analytics Vidhya

JUNE 8, 2023

Introduction to Deep Learning Deep learning is a branch of artificial intelligence (AI) that teaches neural networks to learn and reason. Its capacity to resolve complicated issues and deliver cutting-edge performance in various sectors has attracted significant interest and appeal in recent years.

Artificial Intelligence 99

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 99