AWS Machine Learning Blog

MARCH 10, 2025

We walk through the journey Octus took from managing multiple cloud providers and costly GPU instances to implementing a streamlined, cost-effective solution using AWS services including Amazon Bedrock, AWS Fargate , and Amazon OpenSearch Service. Along the way, it also simplified operations as Octus is an AWS shop more generally.

AWS 83

AWS Database AI AI 83

Flipboard

NOVEMBER 27, 2023

Amazon AWS, the cloud computing giant, has been perceived as playing catch-up with its rivals Microsoft Azure and Google Cloud in the emerging and exciting field of generative AI. But this week, at its annual AWS Re:Invent conference, Amazon plans to showcase its ambitious vision for generative AI, …

AWS 166

AWS Cloud Computing Azure AI 166

Data Science Dojo

FEBRUARY 20, 2023

These tools will help you streamline your machine learning workflow, reduce operational overheads, and improve team collaboration and communication. Machine learning (ML) is the technology that automates tasks and provides insights. It provides a large cluster of clusters on a single machine.

Machine Learning 195

Machine Learning Machine Learning AWS Azure 195

Towards AI

JANUARY 29, 2025

Generative AI is powered by advanced machine learning techniques, particularly deep learning and neural networks, such as Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). Roles like AI Engineer, Machine Learning Engineer, and Data Scientist are increasingly requiring expertise in Generative AI.

Deep Learning 98

Deep Learning Deep Learning Machine Learning Machine Learning 98

Flipboard

OCTOBER 9, 2023

This lesson is the 2nd of a 3-part series on Docker for Machine Learning : Getting Started with Docker for Machine Learning Getting Used to Docker for Machine Learning (this tutorial) Lesson 3 To learn how to create a Docker Container for Machine Learning, just keep reading.

Machine Learning 150

Machine Learning Machine Learning Deep Learning Deep Learning 150

Towards AI

AUGUST 10, 2023

PC Magazine: # 4 Companies Control 67% of the World’s Cloud Infrastructure Amazon Web Services: The Swiss Army Knife Approach With its vast array of cloud infrastructure offerings and unrivaled scale, Amazon Web Services (AWS) has firmly established itself as the dominant player in the space. Enter Amazon Bedrock, launched in April 2023.

Azure 98

Azure AWS AI AI 98

Pickl AI

DECEMBER 26, 2024

Summary: “Data Science in a Cloud World” highlights how cloud computing transforms Data Science by providing scalable, cost-effective solutions for big data, Machine Learning, and real-time analytics. This accessibility democratises Data Science, making it available to businesses of all sizes.

Data Science 52

Data Science Cloud Computing Machine Learning Machine Learning 52

Flipboard

NOVEMBER 29, 2023

Cloud computing giant Amazon Web Services (AWS), has until recently has been perceived as playing catch-up with its rivals Microsoft Azure and Google Cloud in the emerging field of generative AI. But over the past two days at its AWS Re:Invent conference, Amazon has taken off the gloves against its …

Cloud Computing 170

Cloud Computing Azure AWS AI 170

Data Science 101

MARCH 7, 2020

Azure HDInsight now supports Apache analytics projects This announcement includes Spark, Hadoop, and Kafka. The frameworks in Azure will now have better security, performance, and monitoring. AWS DeepRacer 2020 Season is underway This looks to be a fun project. It is titled, Building Your First Model with Azure Machine Learning.

Cloud Data 118

Cloud Data Data Science Azure Hadoop 118

Analytics Vidhya

FEBRUARY 3, 2022

In this article, we shall discuss the upcoming innovations in the field of artificial intelligence, big data, machine learning and overall, Data Science Trends in 2022. Deep learning, natural language processing, and computer vision are examples […]. This article was published as a part of the Data Science Blogathon.

Data Science 319

Data Science Natural Language Processing Deep Learning Deep Learning 319

Data Science 101

NOVEMBER 22, 2019

Google Introduces Explainable AI Many industries require a level of interpretability for their machine learning models. Google is beginning to make single page “cards” for common machine learning tasks. Each card contains a description, pros, cons, limations and examples for a specific machine learning task.

Cloud Data 99

Cloud Data Data Science Azure AWS 99

Data Science 101

JANUARY 17, 2020

Azure Machine Learning Datasets Learn all about Azure Datasets, why to use them, and how they help. AI Powered Speech Analytics for Amazon Connect This video walks thru the AWS products necessary for converting video to text, translating and performing basic NLP. Very Informative!

Cloud Data 120

Cloud Data Data Science Azure ETL 120

Data Science 101

NOVEMBER 11, 2019

Microsoft Azure. Azure Arc You can now run Azure services anywhere (on-prem, on the edge, any cloud) you can run Kubernetes. Azure Synapse Analytics This is the future of data warehousing. Call for Research Proposals Amazon is seeking proposals impact research in the Artificial Intelligence and Machine Learning areas.

Cloud Data 95

Cloud Data Data Science Azure Clustering 95

AWS Machine Learning Blog

NOVEMBER 25, 2024

We provide a step-by-step guide for the Azure AD configuration and demonstrate how to set up the Amazon Q connector to establish this secure integration. Prerequisites To follow along, you need the following prerequisites: The user performing these steps should be a global administrator on Azure AD/Entra ID. Choose New registration.

Azure 76

Azure AWS Natural Language Processing AI 76

Data Science 101

JANUARY 31, 2020

Recent Announcements from Google BigQuery Easier to analyze Parquet and ORC files, a new bucketize transformation, new partitioning options AWS Database export to S3 Data from Amazon RDS or Aurora databases can now be exported to Amazon S3 as a Parquet file. Courses / Learning.

Cloud Data 114

Cloud Data Data Science Deep Learning Deep Learning 114

AWS Machine Learning Blog

JANUARY 22, 2025

These services use advanced machine learning (ML) algorithms and computer vision techniques to perform functions like object detection and tracking, activity recognition, and text and audio recognition. An EventBridge rule then triggers the AWS Step Functions workflow to begin processing the video recording into a transcript.

AWS 106

AWS AI AI Machine Learning 106

Data Science 101

NOVEMBER 7, 2019

Azure Synapse. Azure Synapse Analytics can be seen as a merge of Azure SQL Data Warehouse and Azure Data Lake. Azure Arc allows deployment and management of Azure services to any environment which can run Kubernetes. R Support for Azure Machine Learning. Azure Quantum.

Data Science 106

Data Science Azure SQL Machine Learning 106

AWS Machine Learning Blog

SEPTEMBER 20, 2023

For example, you might have acquired a company that was already running on a different cloud provider, or you may have a workload that generates value from unique capabilities provided by AWS. We show how you can build and train an ML model in AWS and deploy the model in another platform.

ML 123

ML ML Azure AWS 123

Data Science 101

DECEMBER 16, 2019

Azure Data Factory Preserves Metadata during File Copy When performing a File copy between Amazon S3, Azure Blob, and Azure Data Lake Gen 2, the metadata will be copied as well. Azure Database for MySQL now supports MySQL 8.0 This is the latest major version of MySQL Azure Functions 3.0 Courses and Learning.

Cloud Data 81

Cloud Data Data Science Azure Natural Language Processing 81

Data Science 101

FEBRUARY 22, 2020

This weeks news includes information about AWS working with Azure, time-series, detecting text in videos and more. Amazon Redshift now supports Authentication with Microsoft Azure AD Redshift, a data warehouse, from Amazon now integrates with Azure Active Directory for login. Welcome to Cloud Data Science 8.

Cloud Data 103

Cloud Data Data Science Power BI Azure 103

Data Science Dojo

JUNE 30, 2023

The curriculum includes topics such as data mining, machine learning, and data visualization. Their comprehensive training aims to make data science accessible to everyone, offering hands-on experience in practical data science topics such as R programming, AWS, and Azure tools.

Data Science 195

Data Science Data Mining Data Mining Data Mining 195

Data Science 101

NOVEMBER 29, 2019

Luckily, Amazon has come through with a flurry of machine learning announcements. Amazon Athena and Aurora add support for ML in SQL Queries You can now invoke Machine Learning models right from your SQL Queries. Preparing and Curating your data for Machine Learning A great video from Google.

Cloud Data 115

Cloud Data Data Science Machine Learning Machine Learning 115

Data Science 101

JANUARY 6, 2020

For example, Azure Arc now allows you to run Azure products on a kubernetes container running anywhere (even in Amazon Web Services or Google Cloud) and AWS Outposts runs AWS on-premise. Automated Machine Learning (AutoML) is really popular right now. AutoML Drama. I did not know what else to call this.

Data Science 116

Data Science Cloud Data Azure Data Scientist 116

Becoming Human

MAY 11, 2023

Machine learning operations, or MLOps, are the set of practices and tools that aim to streamline and automate the machine learning lifecycle. MLOps projects are projects that focus on implementing machine learning operations best practices into a company’s existing software development and deployment process.

Machine Learning 78

Machine Learning Machine Learning DataOps Cloud Computing 78

AWS Machine Learning Blog

JANUARY 25, 2024

In this post, we walk you through the process to deploy Amazon Q business expert in your AWS account and add it to Microsoft Teams. In the following sections, we show how to deploy the project to your own AWS account and Teams account, and start experimenting! Everything you need is provided as open source in our GitHub repo.

AWS 135

AWS Azure AI AI 135

Flipboard

MARCH 7, 2023

Amazon Kendra is a highly accurate and simple-to-use intelligent search service powered by machine learning (ML). The solution consists of the following steps: Configure the Yammer app API connector on Azure and get the connection details. Basic knowledge of AWS. On the Azure welcome page, choose App registrations.

Azure 123

Azure AWS Machine Learning Machine Learning 123

Mlearning.ai

APRIL 24, 2023

I just finished learning Azure’s service cloud platform using Coursera and the Microsoft Learning Path for Data Science. I highly recommend finding your job learning track, and completely all the modules; it gives a full understanding of the features on the platform. It will take a couple of months but it is worth it!

Azure 52

Azure SQL Database Python 52

Dataconomy

JULY 11, 2024

AI and machine learning integration AI in mobile apps Artificial Intelligence (AI) is transforming mobile apps by enabling personalization, predictive analytics, and enhanced user experiences. Machine learning frameworks Frameworks like TensorFlow Lite and Core ML allow developers to integrate machine learning models into mobile apps.

Azure 103

Azure Machine Learning Machine Learning AWS 103

Dataconomy

MARCH 19, 2024

Expanded collaboration between Microsoft and NVIDIA is announced, integrating NVIDIA’s AI and Omniverse tech into Microsoft Azure, Azure AI, and Microsoft 365. Integration of the new NVIDIA Blackwell GPU platform into AWS infrastructure is announced, enhancing generative AI capabilities.

Azure 113

Azure AWS AI AI 113

IBM Data Science in Practice

FEBRUARY 21, 2023

This article will not explain how to deploy or train a machine learning model. But it’s interoperable on any cloud like Azure, AWS or GCP. Machine learning models are no exception and are subject to a natural evolutionary process. So it could happen that your machine learning models become stale.

Machine Learning 130

Machine Learning Machine Learning AI AI 130

Pickl AI

APRIL 6, 2023

Accordingly, one of the most demanding roles is that of Azure Data Engineer Jobs that you might be interested in. The following blog will help you know about the Azure Data Engineering Job Description, salary, and certification course. How to Become an Azure Data Engineer?

Azure 52

Azure Data Engineering Data Engineering Data Engineer 52

Data Science 101

MARCH 14, 2020

Google introduces Cloud AI Platform Pipelines Google Cloud now provides a way to deploy repeatable machine learning pipelines. Announcing Tensorflow Quantum Google Announces an open source library for prototyping quantum machine learning models. Azure Functions now support Python 3.8 This is big for Google.

Cloud Data 105

Cloud Data Data Science Data Warehouse Azure 105

O'Reilly Media

SEPTEMBER 15, 2021

Cloud certifications, specifically in AWS and Microsoft Azure, were most strongly associated with salary increases. Learning new skills and improving old ones were the most common reasons for training, though hireability and job security were also factors. Salaries were lower regardless of education or job title.

AI 145

AI AI Azure AWS 145

Dataversity

JULY 16, 2021

Click to learn more about author Jay Chapel. Google Cloud Platform vs. AWS: What’s the deal? A while back, we also asked the same question about Azure vs. AWS. The post Google Cloud Platform vs. AWS: Is the Answer Obvious? Maybe Not appeared first on DATAVERSITY.

AWS 52

AWS Azure Database Machine Learning 52

Data Science Blog

SEPTEMBER 3, 2024

Process Mining – Und wie steht es um Machine Learning? Obwohl ich mich gemeinsam mit Kunden besonders viel mit Machine Learning befasse, sind die Beispiele mit Process Mining noch recht dünn gesäht, dennoch gibt es hierzu auch etwas zu vermelden.

Data Science 130

Data Science Power BI Azure Data Warehouse 130

Pickl AI

NOVEMBER 28, 2024

Summary: The blog discusses essential skills for Machine Learning Engineer, emphasising the importance of programming, mathematics, and algorithm knowledge. Understanding Machine Learning algorithms and effective data handling are also critical for success in the field. billion in 2022 and is expected to grow to USD 505.42

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Towards AI

JANUARY 6, 2025

AI engineering professional certificate by IBM AI engineering professional certificate from IBM targets fundamentals of machine learning, deep learning, programming, computer vision, NLP, etc. Generative AI with LLMs course by AWS AND DEEPLEARNING.AI

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence AI AI 105