Marktechpost

NOVEMBER 9, 2024

Adam is widely used in deep learning as an adaptive optimization algorithm, but it struggles with convergence unless the hyperparameter β2 is adjusted based on the specific problem. The ADOPT algorithm is evaluated across various tasks to verify its performance and robustness compared to Adam and AMSGrad.

Deep Learning 79

Deep Learning Algorithm NLP ML 79

Towards AI

JULY 21, 2023

To further comment on Fury, for those looking to intern in the short term, we have a position available to work in an NLP deep learning project in the healthcare domain. NLP Model Forge So… the NLP Model Forge, a collection of 1,400 NLP code snippets that you can seamlessly select to run inference in Colab!

NLP 98

NLP BERT Deep Learning Natural Language Processing 98

Becoming Human

APRIL 19, 2024

These models provide human-like outputs in text, picture, and code among other domains by utilizing methods like deep learning along with neural networks. To anticipate protein folding, a persistent problem in biology, Alpha Fold makes use of deep learning.

Software Development 103

Software Development Generative AI DevOps Artificial Intelligence 103

Becoming Human

MAY 15, 2023

The two most common types of supervised learning are classification , where the algorithm predicts a categorical label, and regression , where the algorithm predicts a numerical value. Unsupervised Learning In this type of learning, the algorithm is trained on an unlabeled dataset, where no correct output is provided.

Data Science 75

Data Science Neural Network Machine Learning Python 75

Becoming Human

MAY 22, 2023

To do this, the agent learns a policy — a mapping from observations to actions — that helps it make the best decisions. Step 3: Choose an RL Algorithm Various RL algorithms are available, each with its own strengths and weaknesses. One popular algorithm is Q-Learning, which is suitable for discrete action spaces.

Neural Network 69

Neural Network Algorithm Artificial Intelligence Artificial Intelligence 69

Becoming Human

MARCH 16, 2023

Photo by NASA on Unsplash Hello and welcome to this post, in which I will study a relatively new field in deep learning involving graphs — a very important and widely used data structure. This post includes the fundamentals of graphs, combining graphs and deep learning, and an overview of Graph Neural Networks and their applications.

Neural Network 87

Neural Network Auto-classification Convolutional Neural Networks Auto-complete 87

Becoming Human

AUGUST 15, 2023

Introduction In the world of data science and machine learning, logistic regression is a powerful and widely-used algorithm. Logistic regression is a type of supervised learning algorithm. Conclusion In summary, logistic regression is a simple but effective algorithm for binary classification problems.

Machine Learning 52

Machine Learning Algorithm Data Science Computer Vision 52

Mlearning.ai

JUNE 28, 2023

Person’s face occluded with magazine (Image from Stackoverflow) Dealing with occlusions is problematic because the obscured portions give insufficient information, making it difficult to precisely distinguish or locate objects.

Computer Vision 52

Computer Vision Algorithm Deep Learning ML 52

Becoming Human

MAY 12, 2023

Image annotation is at the core of artificial intelligence and machine learning, and this note provides an overview of the various approaches and methods required to achieve AI and develop AI-enabled models. In order to achieve this, one must understand the algorithms and be able to apply them to real-world challenges through AI.

Machine Learning 81

Machine Learning Computer Vision Artificial Intelligence Artificial Intelligence 81

Applied Data Science

JANUARY 4, 2022

Source Self-supervision Self-supervision is a deep learning technique that could compete with Transformers for the most influential discovery of the past years. Statistical significance The answer is a concept that the deep learning community has been shoving under the carpet for a while now: statistical significance.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Neural Network Deep Learning 52

Viso.ai

JUNE 12, 2024

Our software helps several leading organizations start with computer vision and implement deep learning models efficiently with minimal overhead for various downstream tasks. GPT models are based on transformer-based deep learning neural network architecture. About us : Viso.ai Get a demo here.

Large Language Models 52

Large Language Models ChatGPT Computer Vision Neural Network 52

ODSC - Open Data Science

SEPTEMBER 18, 2024

Combining this information with machine learning algorithms and data scientists could yield groundbreaking insights to advance sector research. The Foundation of Convolutional Neural Networks Neural networks and machine learning are the typical highlights in AI-focused conversations and publications.

Convolutional Neural Networks 40

Convolutional Neural Networks Neural Network Computer Vision Data Scientist 40

Dlabs.ai

MARCH 17, 2021

Beyond books, Bernard writes a regular column for Forbes magazine. And her research expertise spans AI, machine learning , deep learning , computer vision , and cognitive neuroscience. To find out more about deep learning, check this Dlabs.AI

Deep Learning 92

Deep Learning Artificial Intelligence Artificial Intelligence Neural Network 92

NLP People

JULY 24, 2019

The rise of NLP in the past decades is backed by a couple of global developments – the universal hype around AI, exponential advances in the field of Deep Learning and an ever-increasing quantity of available text data. This is especially relevant for the advanced, complex algorithms of the Deep Learning family.

NLP 52

NLP Neural Network Deep Learning Natural Language Processing 52

Heartbeat

DECEMBER 28, 2023

The integration begins with Edge AI-enabled devices leveraging their local processing capabilities to execute sophisticated AI algorithms. This server, equipped with Federated Learning algorithms, amalgamates these updates, iteratively refining the global AI model.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Algorithm AI 52

Viso.ai

DECEMBER 21, 2023

From the development of sophisticated object detection algorithms to the rise of convolutional neural networks (CNNs) for image classification to innovations in facial recognition technology, applications of computer vision are transforming entire industries. Beyond his impactful industry roles, Karpathy has played a key role in education.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 52