AWS Machine Learning Blog

NOVEMBER 9, 2023

Automated retraining mechanism – The training pipeline built with SageMaker Pipelines is triggered whenever a data drift is detected in the inference pipeline. After it’s trained, the model is registered into the central model registry to be approved by a model approver.

Data Drift 121

Data Drift Auto-complete ML Automation 121

NVIDIA

JUNE 3, 2024

Founded in 2012, it was the first bank to obtain a European banking license in over three decades. Its automated transaction-monitoring system, powered by NVIDIA accelerated computing, greatly improved its training speed. We also use AI to spot fake IDs when onboarding new users, automate our marketing efforts and much more.”

Generative AI 100

Generative AI Data Science Large Language Models AI 100

Unite.AI

OCTOBER 7, 2023

First coined by Cisco in 2012, the Internet of Everything builds on IoT by extending connections beyond machine-to-machine communication. Automation across sectors powered by AI and 6G will increase operational productivity, lower expenses, and increase production. What is the Internet of Everything (IoE)?

AI 349

AI AI Artificial Intelligence Artificial Intelligence 349

Unite.AI

MAY 6, 2024

Pandurang joined Persistent in 2012. They can automate tasks, optimize processes, and empower individuals or small teams to achieve remarkable feats. Finally, we put the application through a rigorous and automated evaluation framework that ensures consistency of inference and experience, release after release.

Automation 147

Automation Software Engineer Generative AI Software Development 147

AWS Machine Learning Blog

APRIL 16, 2024

The benefits of using CloudFormation include: Consistency – A CloudFormation template provides a more consistent and automated way to deploy and manage the resources associated with an Amazon Lex bot. Automation – Using a CloudFormation template allows you to automate the deployment process.

Automation 107

Automation Deep Learning Artificial Intelligence Artificial Intelligence 107

AI Weekly

SEPTEMBER 7, 2023

theverge.com Inside Elon Musk's Struggle for the Future of AI At a conference in 2012, Elon Musk met Demis Hassabis, the video-game designer and artificial--intelligence researcher who had co-founded a company named DeepMind that sought to design computers that could learn how to think like humans. invideo.io

Robotics 234

Robotics Artificial Intelligence Artificial Intelligence Machine Learning 234

Unite.AI

MAY 10, 2024

Codium focuses on the “code integrity” side of code generation — generating automated tests, code explanations, and reviews. Realizing that many of the tedious development processes in Mellanox could be automated by machine-learning algorithms, I changed my majors to optimization and machine learning and completed an MSc in the space.

Large Language Models 147

Large Language Models Automation Software Development Neural Network 147

AWS Machine Learning Blog

OCTOBER 15, 2024

By using AWS managed expert labelers and automating the data labeling workflow, SageMaker Ground Truth Plus eliminates the overhead of building and managing your own labeling workforce. Conclusion SageMaker Ground Truth Plus provides a seamless solution for building high-quality training datasets for your ML models.

ML 80

ML Machine Learning Artificial Intelligence Artificial Intelligence 80

DataRobot Blog

APRIL 4, 2022

Bringing Marketing Mix Modeling into the 21st century with ML and Automation. This task is essentially automated by the algorithm itself. Originating in game theory, there is a reason why Shapley Value earned Lloyd Shapley a Nobel Prize in 2012. The post Bringing MMM to 21st Century with Machine Learning and Automation?

Machine Learning 52

Machine Learning Automation ML Algorithm 52

AWS Machine Learning Blog

OCTOBER 1, 2024

They are now ubiquitous on customer service websites, providing around-the-clock automated assistance. In this post, we discuss voice-guided applications. Specifically, we focus on chatbots. Chatbots are no longer a niche technology. Chatbots are proving useful across industries, handling both general and industry-specific questions.

Chatbots 83

Chatbots Machine Learning LLM Generative AI 83

IBM Journey to AI blog

AUGUST 9, 2023

A notable example of the importance of observability occurred in 2012 when a financial services firm lost $400+ million in less than an hour due to a software glitch. By using real-time monitoring to see relevant events and metrics during development and testing, they can spot problems early, leading to more robust and reliable applications.

Software Engineer 189

Software Engineer Automation 189

Unite.AI

OCTOBER 24, 2023

Aaron is also the Ex-CTO of The Home Depot and co-founder of Redbeacon, which was acquired by Home Depot in 2012. Technology is indisputably a valuable tool for customer engagement, but I want to caution against fully automating customer service with AI. He is a founding engineer on Google Video & led YouTube monetization.

AI Tools 290

AI Tools Automation Algorithm AI 290

IBM Journey to AI blog

JULY 19, 2023

The industry is under tremendous pressure to accelerate drug development at an optimal cost, automate time- and labor-intensive tasks like document or report creation to preserve employee morale, and accelerate delivery. in 10 years, from 2012 to 2022. Why IBM Consulting for generative AI on AWS?

Generative AI 189

Generative AI Large Language Models AI AI 189

Unite.AI

AUGUST 23, 2023

A good example would be an app that generates automated product investment suggestions based on an individual's financial and life situation. AI no doubt offers insights humans cannot get on their own; but the user experiences must be seamless for us to truly benefit.

ChatGPT 246

ChatGPT Chatbots AI AI 246

AWS Machine Learning Blog

OCTOBER 11, 2024

Generative AI is used in various use cases, such as content creation, personalization, intelligent assistants, questions and answers, summarization, automation, cost-efficiencies, productivity improvement assistants, customization, innovation, and more. The agent returns the LLM response to the chatbot UI or the automated process.

Metadata 99

Metadata Generative AI LLM Data Ingestion 99

IBM Journey to AI blog

OCTOBER 12, 2023

However, AI capabilities have been evolving steadily since the breakthrough development of artificial neural networks in 2012, which allow machines to engage in reinforcement learning and simulate how the human brain processes information. Human intervention was required to expand Siri’s knowledge base and functionality.

Artificial Intelligence 240

Artificial Intelligence Artificial Intelligence Emotion AI Computer Vision 240

IBM Journey to AI blog

JULY 6, 2023

These new reporting standards represent an evolution from the voluntary guidelines first issued in 2009 by India’s Ministry of Corporate Affairs, which were further refined in the Business Responsibility Report (BRR) of 2012. This data can be sliced and diced to align to the needs of multiple reporting frameworks as required.

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ESG Explainability Automation 185

AWS Machine Learning Blog

OCTOBER 17, 2024

The automation described in this post will enable new team members joining the data science team can quickly set up their private space on the EFS file system and access the necessary resources to start contributing to the ongoing project. Create a new Lambda function Define a Lambda function called LambdaManageEFSUsers.

Data Science 112

Data Science ML Machine Learning Computer Vision 112

IBM Journey to AI blog

MARCH 29, 2024

GraphQL GraphQL is a query language and API runtime that Facebook developed internally in 2012 before it became open source in 2015. The response includes HTTP response codes like “200 OK” (for successful REST requests) and “404 Not Found” (for resources that don’t exist).

Software Development 262

Software Development Explainability Automation AI 262

AWS Machine Learning Blog

APRIL 5, 2023

Digital publishers are continuously looking for ways to streamline and automate their media workflows in order to generate and publish new content as rapidly as they can. This is a manual, repetitive task that should be automated. Many publishers have a large library of stock images that they use for their articles.

Python 88

Python ML Automation Natural Language Processing 88

Flipboard

NOVEMBER 15, 2024

By harnessing the capabilities of generative AI, you can automate the generation of comprehensive metadata descriptions for your data assets based on their documentation, enhancing discoverability, understanding, and the overall data governance within your AWS Cloud environment. The following is an example policy.

Metadata 143

Metadata Generative AI LLM AI 143

AWS Machine Learning Blog

MAY 8, 2023

To automate the infrastructure deployment, we use the AWS Cloud Development Kit (AWS CDK). For details on adding automation via lifecycle configurations, refer to Customize Amazon SageMaker Studio using Lifecycle Configurations. mlflow/runs/search/", "arn:aws:execute-api: : : / /POST/api/2.0/mlflow/experiments/search",

Data Science 78

Data Science Machine Learning Python Data Scientist 78

Flipboard

MARCH 7, 2023

You can implement comprehensive tests, governance, security guardrails, and CI/CD automation to produce custom app images. Implement an automated image authoring process As already mentioned, you can use the Studio Image Build CLI to implement an automated CI/CD process of app image creation and deployment with CodeBuild and sm-docker CLI.

Python 123

Python Data Scientist Data Science Automation 123

ODSC - Open Data Science

FEBRUARY 28, 2023

To deliver on their commitment to enhancing human ingenuity, SAS’s ML toolkit focuses on automation and more to provide smarter decision-making. Narrowing the communications gap between humans and machines is one of SAS’s leading projects in their work with NLP.

Data Science 96

Data Science Auto-complete Machine Learning AI 96

ODSC - Open Data Science

FEBRUARY 13, 2024

In 2012, records show there were 447 data breaches in the United States. Fourth, It Responds to Incidents DSPM relies on automated incident response. With the automated remediation that DSPM offers, access policies can be tweaked to adhere to zero trust methodology. The number of annual data breaches gets higher each year.

Data Science 52

Data Science Data Discovery Automation Machine Learning 52

AWS Machine Learning Blog

JUNE 21, 2024

These can be added as inline policies in the user’s IAM role: { "Version": "2012-10-17", "Statement": [ { "Action": "s3:*", "Effect": "Deny", "Resource": [ "arn:aws:s3:::jumpstart-cache-prod- ", "arn:aws:s3:::jumpstart-cache-prod- /*" ], "Condition": { "StringNotLike": {"s3:prefix": ["*.ipynb", Choose one of model hubs you have access to.

Python 108

Python Machine Learning ML Software Engineer 108

Mlearning.ai

MARCH 9, 2023

Automated algorithms for image segmentation have been developed based on various techniques, including clustering, thresholding, and machine learning (Arbeláez et al., 2012; Otsu, 1979; Long et al., To improve the robustness of automated algorithms, various methods have been proposed in the literature. In addition, Zhang et al.

Computer Vision 52

Computer Vision Deep Learning Machine Learning Algorithm 52

ODSC - Open Data Science

JUNE 8, 2023

To deliver on their commitment to enhancing human ingenuity, SAS’s ML toolkit focuses on automation and more to provide smarter decision-making. Narrowing the communications gap between humans and machines is one of SAS’s leading projects in their work with NLP.

Machine Learning 52

Machine Learning Data Science Metadata Python 52

AWS Machine Learning Blog

MAY 10, 2023

To run this job repeatedly on a schedule, you had to set up, configure, and oversee cloud infrastructure to automate deployments, resulting in a diversion of valuable time away from core data science development activities. The IAM principal (user or assumed role) needs the following permissions to schedule notebook jobs.

Data Scientist 85

Data Scientist Python Software Development Machine Learning 85

The MLOps Blog

JANUARY 11, 2023

The result of this assessment process led to conceptualizing and designing a framework that offers an environment for building, managing, and automating processes or workflows with which the data, models, and code Ops based on the needs of individuals and across teams can be realized.

Machine Learning 52

Machine Learning Automation ML Python 52

AWS Machine Learning Blog

AUGUST 31, 2023

In addition to data engineers and data scientists, there have been inclusions of operational processes to automate & streamline the ML lifecycle. Through automation, that model card is shared with ML Prod account in read-only mode. For more information, refer to Configure the AWS CLI.

ML 112

ML Data Scientist Machine Learning Automation 112

Viso.ai

DECEMBER 19, 2023

Unsupervised classification An unsupervised classification technique is a fully automated method that does not leverage training data. Although the task of categorizing an image is instinctive and habitual to humans, it is much more challenging for an automated system to recognize and classify images.

Convolutional Neural Networks 98

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 98

AWS Machine Learning Blog

JUNE 19, 2023

We provide the following sample Lambda function that you can copy and modify to meet your needs for automating the creation of the Studio user profile. We demonstrated an end-to-end solution architecture that organizations can adopt to automate and scale their onboarding process to meet their agility, security, and compliance needs.

IDP 81

IDP ML Automation Machine Learning 81

Marktechpost

JULY 17, 2023

We can automate the procedure to deliver forecasts based on new data continuously fed throughout time. A few automated and enhanced features for feature engineering, model selection and parameter tuning, natural language processing, and semantic analysis are noteworthy.

Data Mining 94

Data Mining Machine Learning Data Scientist Artificial Intelligence 94

AWS Machine Learning Blog

JULY 2, 2024

For customers processing thousands of files, automating the generation of the metadata files using Lambda functions or a similar solution could be a more efficient approach to scale. With a decade of experience at Amazon, having joined in 2012, Kshitiz has gained deep insights into the cloud computing landscape.

Metadata 122

Metadata Generative AI Python Computer Vision 122

Flipboard

MARCH 18, 2023

Some of his early published work on the question, from 2011 and 2012, raises questions about what shape those models will take, and how hard it would be to make developing them go well — all of which will only look more important with a decade of hindsight. And I don’t always buy that distinction.

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence Automation OpenAI 123

Pickl AI

APRIL 27, 2023

How can automation transform the business, optimizing resources and driving innovative measures to make business more competitive? Since 2012, there has been a 650% rise in the demand for skilled and qualified data professionals. In the years to come, automation will become a part of business operations. Wrapping it up !!!

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence Python 52