AWS Machine Learning Blog

NOVEMBER 15, 2023

Although this post focuses on autonomous driving, the concepts discussed are applicable broadly to domains that have rich vision-based applications such as healthcare and life sciences, and media and entertainment. Let’s begin by learning a little more about what’s under the hood of a foundational vision model like SAM.

Machine Learning 90

Machine Learning Machine Learning ML ML 90

Heartbeat

SEPTEMBER 20, 2023

Image Segmentation Image segmentation algorithms play a crucial role in computer vision by dividing images into distinct regions based on visual characteristics and assigning each pixel to a specific class or object category. Various algorithms are employed in image captioning, including: 1.

Natural Language Processing 52

Natural Language Processing Algorithm Deep Learning Deep Learning 52

AWS Machine Learning Blog

AUGUST 3, 2023

Computer vision (CV) is one of the most common applications of machine learning (ML) and deep learning. Use cases range from self-driving cars, content moderation on social media platforms, cancer detection, and automated defect detection. One such use case would be customer-facing mobile applications where an image upload is required.

AWS 63

AWS ML ML Data Scientist 63

AWS Machine Learning Blog

OCTOBER 10, 2023

In this blog, you will learn to build a cloud-native FL architecture on AWS. There are two major categories of FL depending on the client type: cross-device and cross-silo. The goal of FL is to improve the accuracy of ML models by using more data, while preserving the privacy and the locality of distributed datasets.

AWS 92

AWS ML ML Algorithm 92

AWS Machine Learning Blog

FEBRUARY 28, 2023

For example, in the healthcare industry, ML-driven analytics can be used for diagnostic assistance and personalized medicine, while in health insurance, it can be used for predictive care management. This team has the knowledge and intuition in healthcare but not the ML skills to build models and generate predictions.

ML 71

ML ML AWS Machine Learning 71

IBM Journey to AI blog

JANUARY 10, 2024

Artificial intelligence (AI) refers to the convergent fields of computer and data science focused on building machines with human intelligence to perform tasks that would previously have required a human being. The category of AI algorithms includes ML algorithms, which learn and make predictions and decisions without explicit programming.

Artificial Intelligence 82

Artificial Intelligence Artificial Intelligence Algorithm AI 82

AWS Machine Learning Blog

FEBRUARY 5, 2024

This is a guest post co-authored by Ajay K Gupta, Jean Felipe Teotonio and Paul A Churchyard from HSR.health. HSR.health is a geospatial health risk analytics firm whose vision is that global health challenges are solvable through human ingenuity and the focused and accurate application of data analytics. In this post, we explore how HSR.

ML 82

ML ML AWS Support Vector Machines 82

Heartbeat

JANUARY 25, 2023

Sentiment analysis can also be used in a variety of other industries, such as healthcare, finance, and education, to help organizations understand and make better use of text data. Data formats like image, video, text, etc., Sentiment Analysis Use Cases There are many potential use cases for sentiment analysis.

Python 52

Python Deep Learning Deep Learning ML 52

Heartbeat

APRIL 18, 2023

Here are some of the reasons why HAR is important: Healthcare : HAR can be used to monitor and analyze human movements for physical therapy, rehabilitation, and medical diagnosis. Entertainment : HAR can be used in the entertainment industry for gesture recognition in games, virtual reality, and other interactive applications.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

DrivenData Labs

DECEMBER 7, 2023

The challenge ¶ Falls are the leading cause of injury-related deaths among adults 65 and older. Fall risk can be mitigated through treatment of vision problems, exercise for strength and balance, removal of tripping hazards, and other interventions that appropriately target common fall causes. Guiding questions.

Natural Language Processing 130

Natural Language Processing Clustering Data Science Data Analysis 130

Dataconomy

APRIL 25, 2023

Artificial intelligence (AI) is no longer a futuristic concept but a reality that is transforming every industry and profession. Whether you are a marketer, designer, developer, writer, or any other kind of professional, there is an AI tool that can make your life easier and your work better. Feel free the use them if you needed.

AI 217

AI AI Artificial Intelligence Artificial Intelligence 217