How to Learn Machine Learning

APRIL 23, 2023

From privacy concerns to algorithmic bias, the impact of AI on society, and the workforce is significant. To address this, companies must consider the impact of AI on their workforce and work to mitigate the negative effects. The automation of tasks by AI systems can result in job loss and economic instability.

Responsible AI 52

Responsible AI Artificial Intelligence Artificial Intelligence AI 52

AWS Machine Learning Blog

JULY 3, 2023

Amazon Translate allows tag modifications, which allows you to specify what text should not be translated. You can also use Amazon Augmented AI (Amazon A2I) to build human review workflows where you can use your own private workforce to review the original and translated PDF documents to provide more accuracy and context.

Automation 70

Automation ML Machine Learning Algorithm 70

AWS Machine Learning Blog

OCTOBER 2, 2023

Use case: Inspecting the quality of metal tags As an ML engineer, it’s important to understand the business case you are working on. Imagine a production line of a manufacturer that engraves metal tags to create customized luggage tags. To make this process more efficient, we use ML to detect faulty tags early in the process.

DevOps 94

DevOps Automation ML Computer Vision 94

AWS Machine Learning Blog

JULY 3, 2023

In computer vision (CV), adding tags to identify objects of interest or bounding boxes to locate the objects is called labeling. You upload your data, and the Ground Truth Plus team creates and manages data labeling workflows and the workforce on your behalf. For more details, refer to the full code in the notebook.

Deep Learning 82

Deep Learning Auto-complete Machine Learning ML 82

IBM Journey to AI blog

APRIL 21, 2023

This tagging approach is one of the ways organizations can adopt specific approaches to regain control of their data from automated ESG valuations undertaken by agencies, with alternate options outlined in this guide. The practice is on an upward trend and is now tangibly reflected in the new ESRS as a reporting requirement.

ESG 111

ESG Explainability Automation AI 111

AWS Machine Learning Blog

NOVEMBER 15, 2023

This Lambda function identifies CTR records and provides an additional processing step that outputs an enhanced transcript containing additional metadata such as queue and agent ID information, IVR identification and tagging, and how many agents (and IVRs) the customer was transferred to, all aggregated from the CTR records.

Data Ingestion 113

Data Ingestion Metadata NLP Data Scientist 113

AWS Machine Learning Blog

MAY 30, 2023

Amazon SageMaker Ground Truth Plus helps you prepare high-quality training datasets by removing the undifferentiated heavy lifting associated with building data labeling applications and managing the labeling workforce. From there, an expert workforce that is trained on a variety of machine learning (ML) tasks labels your data.

Generative AI 66

Generative AI Machine Learning Chatbots LLM 66

Topbots

MARCH 31, 2024

The construction of its Fab 18, a facility legendary for producing the world’s most advanced chips, including Nvidia’s H100s, came with a $20 billion price tag. This investment encompasses code development, optimization, and workforce training, among other areas.

AI 119

AI AI AI Developer AI Development 119

AWS Machine Learning Blog

FEBRUARY 29, 2024

billion EUR (in 2022), a workforce of 336,884 employees (including 221,343 employees in Germany), and operations spanning 130 countries. These tags also help track associated costs for the domain. Deutsche Bahn is a leading transportation organization in Germany with a revenue of 56.3

Data Scientist 102

Data Scientist DevOps AI AI 102

Flipboard

MARCH 7, 2023

Ground Truth provides a data labeling service that makes it easy to label data, and gives you the option to use human annotators through Amazon Mechanical Turk , third-party vendors , or your own private workforce. We performed the contact reason classification modeling following the three steps on SageMaker as shown in the following figure.

ML 95

ML Deep Learning AI AI 95

The MLOps Blog

JUNE 27, 2023

Some of its features include a data labeling workforce, annotation workflows, active learning and auto-labeling, scalability and infrastructure, and so on. There are a few open-source and paid solutions that have exploded in usage by data and software teams over the past few years.

Machine Learning 134

Machine Learning Metadata Data Quality Data Scientist 134

AWS Machine Learning Blog

AUGUST 23, 2023

Enabling developer skills to undergo a reboot Most developers must undergo at least 4 months of training before being tagged to projects. It is working to create an Amazon CodeWhisperer-ready developer workforce and alerting its customers about its benefits to drive adoption.

Software Engineer 74

Software Engineer Generative AI Prompt Engineer Prompt Engineering 74

The MLOps Blog

MARCH 21, 2023

Depending on the organization, they are either pure software engineers or simply tagged “DevOps engineers” (or IT engineers). Solution Your data scientists need to add contextual labels or tags to their training data so that they can use it as a target for their experiments. My Story DevOps Engineers Who they are?

Machine Learning 69

Machine Learning Data Scientist ML Metadata 69