AWS Partner Network (APN) Blog

Category: Artificial Intelligence

Figure Eight_AWS Solutions

The Curse of Big Data Labeling and Three Ways to Solve It

The nature of data has changed dramatically. Just a decade back, the majority of our data was structured (residing in relational databases) or textual. Now, with the advent of self-driving vehicles, drones, and the Internet of Things (IoT), images and video data are taking the lion’s share of the data storage zoo. As we create more and more data on more and more devices, however, this problem is not going away. In fact, we have reached a point where there aren’t enough people on the planet to label all the data we’re creating.

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AWS Big Data

AWS Analytics Services Explained: From Data Lakes to Machine Learning

AWS provides a broad set of managed services for data analytics that, along with a strong APN Partner community, can help you build a scalable, secure, and cost-effective data lake. Customers and APN Partners want to know how to put all these pieces so we created a new poster and video explaining the overall flow of data—from data collection, storage, and processing all the way to analytics and machine learning.

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Machine Learning-3

Training Machine Learning Models in Pharma and Biotech Manufacturing with Bigfinite

While market adoption of machine learning varies across industry segments, healthcare and life sciences have lots of opportunity to explore. Pharmaceutical and biotech industries, specifically, have low utilization of the large volumes of data they collect and store for regulatory purposes. Bigfinite is an APN Standard Technology Partner that offers a number of ML solutions to enhance utilization and management of such data in a way that adheres to Good Manufacturing Practice (GMP) in the cloud.

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Machine Learning-3

4 Steps to Train and Deploy Machine Learning Models on AWS Using H2O

H2O is an open source data machine learning platform that provides a flexible, user-friendly tool to help data scientists and machine learning practitioners. It was created by H2O.ai, an APN Advanced Partner with the AWS Machine Learning Competency. In this post, we look at setting up an H2O cluster, import data from Amazon S3, create an AWS Lambda deployment package from the model, and finally deploy a RESTful endpoint. Following these steps, you can migrate your H2O Flows to AWS in about 10 minutes.

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Machine Learning Competency Launch

Customer Success Stories from AWS Machine Learning Competency Partners

At the AWS London Summit, we announced the new AWS Machine Learning Competency Program for APN Consulting Partners. Launch Partners in this program have deep expertise and proven customer success in Machine Learning on AWS, and we are excited to showcase some of their stories. The AWS Competency Program helps customers identify and choose the top APN Partner for their AWS projects and workloads.

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SageMaker

Integrating with Amazon SageMaker: Using Built-In Algorithms from External Applications

We are often asked how to integrate software with Amazon SageMaker and use the service’s built-in machine learning algorithms. In this post, we discuss how to use the training capabilities of Amazon SageMaker to leverage its built-in algorithms. The types of applications that can integrate with Amazon SageMaker are data science platforms, business intelligence tools, or any application that needs to use machine learning behind the scenes.

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Solution Space-2

New AWS Solution Space Launches with 10 Customer-Ready Solutions

AWS Solution Space allows AWS Competency Partners to showcase customer-ready solutions based on architectures validated by AWS. These are quick, cost effective, repeatable solutions meant to create new business leading to production workloads. Customers can also request AWS support for launching each solution. At launch, we are featuring 10 customer-ready solutions: 5 for Big Data, 3 for Machine Learning, one for Security, and one for End User Computing.

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AWS Marketplace_border

New Machine Learning Discovery Page on AWS Marketplace

AWS Marketplace now has a machine learning (ML) and artificial intelligence (AI) discovery page that makes it easier to buy software from vendors that are integrated with or running on AWS. The discovery page features software providers for a variety of data engineer, data scientist, and developer use cases, and helps you select the right products faster by showcasing products in data services, machine learning and data science tools, intelligent APIs and solutions.

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AWS Machine Learning Competency_featured

Introducing the AWS Machine Learning Competency

Artificial intelligence (AI) and machine learning (ML) are being applied to every imaginable use case—protecting users from fraud, improving customer experience, helping people discover entertainment easier, and predicting when maintenance is needed in industrial equipment. To help take this growing market forward, we are proud to launch the AWS Machine Learning Competency, showcasing industry-leading APN Partners that have deep expertise and proven customer success in AI and ML.

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New Training Courses Available: Introduction to Machine Learning & Deep Learning on AWS

AWS Training and Certification offers guidance to APN Partners so you can more effectively help customers leverage the AWS Cloud. We have two new courses to help you learn more about artificial intelligence solutions using AWS: Introduction to Machine Learning web-based training and Deep Learning on AWS instructor-led training. If you are looking to learn […]

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