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 86

Automation Deep Learning Artificial Intelligence Artificial Intelligence 86

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 227

Robotics Artificial Intelligence Artificial Intelligence Machine Learning 227

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 166

Software Engineer Automation 166

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

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 161

Generative AI Large Language Models AI AI 161

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

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.

ML 77

ML Python Automation Natural Language Processing 77

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 AI 52

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

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

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 74

Data Scientist Python Software Development Machine Learning 74

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

MARCH 22, 2023

The company was founded by Suresh V Shankar in Singapore in 2012 and is located in Chennai in, India. Polestar Solutions and Services Founded by Chetan Alsisaria (CEO and Co-Founder) in 2012 along with Amit Alsisaria (COO and Co-Founder) and Ajay Goenka (CFO and Co-Founder), Polestar Solutions is the leading player in Data Analytics.

Data Science 52

Data Science Data Scientist Big Data Artificial Intelligence 52

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

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 Generative AI Software Engineer Software Development 147

Viso.ai

FEBRUARY 28, 2023

Downloading and Installing OpenCV Since 2012, support for OpenCV was taken over by a non-profit foundation named OpenCV.org, which maintains a developer site and a user website. Hence, the delivery of computer vision greatly benefits from visual development and an automated deployment infrastructure of no-code technology.

Computer Vision 52

Computer Vision Automation Algorithm Deep Learning 52

Dlabs.ai

OCTOBER 14, 2022

Save time and reduce your overheads Sentiment analysis is a fully-automated process that offers time and cost optimizations. And as early as 2012, a real-time sentiment analysis system tracked public opinion of U.S. You’ll see what they like and what annoys them, enabling you to adjust accordingly.

Categorization 52

Categorization Natural Language Processing Algorithm NLP 52

Heartbeat

OCTOBER 9, 2023

Computer vision-based interior construction progress monitoring: A literature review and future research directions—automation in construction , 127 , 103705. Barceló and Maurizio Forte edited "Virtual Reality in Archaeology" (2012). F., & Smith, P. Brutto, M. L., & Meli, P.

Computer Vision 52

Computer Vision Algorithm Deep Learning Machine Learning 52

Dlabs.ai

SEPTEMBER 26, 2023

Implementing MLflow in such a structured and automated environment not only streamlines your data science workflow but also makes it more scalable and maintainable for the long term. There’s an open PR to address this limitation in the future, which you can review here.

Machine Learning 52

Machine Learning Data Science Automation ML 52

AWS Machine Learning Blog

MAY 5, 2023

To easily provide users with a large repository of relevant results, the solution should provide an automated way of searching through trusted sources. With an understanding of the problem and solution, the subsequent sections dive into how to automate data sourcing through the crawling of architecture diagrams from credible sources.

Metadata 101

Metadata ETL ML Data Ingestion 101

AWS Machine Learning Blog

JANUARY 9, 2023

Amazon Kendra provides a fully managed intelligent search service that automates document ingestion and provides highly accurate search and FAQ results based on content across many data sources. Now, execute the script to automate the Amazon Kendra and OpenSearch setup: /search_processing_kendra_quickstart.sh --create-execution-plan.

Automation 79

Automation ML AI AI 79

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

AUGUST 4, 2023

The SageMaker provided project template for Salesforce Data Cloud integration, which automates creating a SageMaker endpoint hosting the inference pipeline model. The second repository is for automating the model deployment, which includes exposing the SageMaker endpoint as an API. Choose clone repo for both notebooks.

ML 78

ML Categorization AI AI 78

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

Heartbeat

DECEMBER 8, 2023

They stand as a testament to the future of automated systems, promising smarter, more intuitive interactions within digital environments. Hinton is viewed as a leading figure in the deep learning community.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Deep Learning LLM 52

TheSequence

NOVEMBER 22, 2023

The second is to advance the science of automated problem solving. In 2013, my team started exploring building neural network accelerators on FPGAs, and in 2015 we ramped that effort to take it to production as Project Brainwave , which shipped into production at large scale in 2017, accelerating neural network inference for Bing and Office.

Neural Network 40

Neural Network Generative AI AI AI 40

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

AWS Machine Learning Blog

DECEMBER 29, 2022

Organizations implementing a more automated, reliable, and cost-effective Operational Technology (OT) strategy have led the way, recognizing the benefits of ML in predicting assembly line failures to avoid costly and unplanned downtime. The last decade of the Industry 4.0 Choose Add.

Machine Learning 72

Machine Learning ML Data Scientist Python 72

Hal Daumé III

NOVEMBER 8, 2016

Automated Decision Making is Part of Our Lives To me, AI is largely the study of automated decision making , and the investment therein has been growing at a dramatic rate. The last time I taught this class was in 2012. Automated decision making is now a part of basically everyone's life, and will only be more so over time.

ML 52

ML Robotics Machine Learning AI 52

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 70

Data Science Machine Learning Python Data Scientist 70

Marek Rei

APRIL 28, 2022

The analysis of the papers is done using a series of automated tools. Some authors have also recently started releasing their papers in an obfuscated form for some reason, preventing any copying or automated extraction of the content, so these have had to be excluded from some of the analysis. But finally, here it is now.

NLP 52

NLP ML Automation 52

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

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 93

Python Automation Data Scientist ML 93

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.

ESG 136

ESG Explainability Automation 136

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 200

Software Development Explainability Automation AI 200

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.

Machine Learning 93

Machine Learning Data Mining Data Scientist Artificial Intelligence 93

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 184

Artificial Intelligence Artificial Intelligence Emotion AI Computer Vision 184