Skip to content Skip to sidebar Skip to footer

Best Practices

Construct a dynamic learning pipeline for auto-labelling of photos using AWS services.

Veoneer, a global leader in automotive electronic safety systems, collaborated with Amazon to develop an active learning pipeline for in-cabin sensing. Collaborating with Amazon's Worldwide Specialist Organization and the Generative AI Innovation Centre, they were able to cut costs by 90% and speed up the annotation process from weeks to hours. In-cabin sensing uses cameras, radar,…

Read More

Top guidelines for developing secure applications using Amazon Transcribe

Amazon Transcribe is an Amazon Web Services (AWS) tool that converts speech to text using machine learning technologies. It can be used for a wide range of applications such as transcribing customer care calls, voicemail messages, and generating subtitles for videos. Some customers may entrust sensitive and confidential data with the service, such as personal…

Read More

Facilitate data distribution through federated learning: A policy strategy for top digital executives.

Lead Data Scientist at T and T Consulting Services, Inc., Nitin Kumar, has written a guest blog post discussing the value and potential impact of federated learning in the healthcare field. In particular, it emphasizes the potential for applying the technology to quicker diagnoses and decision-making in heart stroke patients. Currently, strokes are the fifth leading…

Read More

Establish cross-account Amazon S3 accessibility for Amazon SageMaker notebooks functioning solely in VPC mode with the use of Amazon S3 Access Points.

Artificial intelligence (AI) and machine learning (ML) advancements are transforming the financial industry, enabling new use cases such as fraud detection and creditworthiness assessment. Access to large, disparate datasets, such as credit decision engines and customer transactions, is required for model development. The challenge is managing secure and compliant data access for data scientists working…

Read More

How VistaPrint utilizes Amazon Personalize for custom product suggestions

VistaPrint, a Cimpress company, is a design and marketing partner to millions of small businesses globally, offering marketing products such as promotional materials, signage, and print advertising. Over its more than 20 years of operation, VistaPrint has developed a cloud-native system to better comprehend its customers’ needs and offer personalized product recommendations. Earlier, VistaPrint had…

Read More

Capitalizing on Viral Instances on TikTok

The essence of achieving success in influencer marketing on TikTok lies in the ability to create content that resonates with consumers, but the rationale behind what resonates can often seem obscure. RAD AI sheds light on this by analyzing over five billion data points, Gleaning knowledge from successful TikTok influencer campaigns to share some consistent…

Read More

Leverage the power of AI to create customized experiences with Amazon Personalize and Amazon OpenSearch Service.

OpenSearch is open source software that offers an array of tools for search, data analytics, security monitoring, and observability applications. Amazon OpenSearch Service, powered by OpenSearch, simplifies the deployment, scaling, and operation of OpenSearch in the AWS Cloud. OpenSearch uses the BM-25 framework to calculate relevance scores, but this doesn’t consider user behavior data like clicks…

Read More

Speed up your Genesys Cloud Amazon Lex bot creation with the automated chatbot designer from Amazon Lex.

Artificial intelligence (AI) and machine learning (ML) technologies are revolutionizing customer experience in the contact center space, ensuring self-service bots, live call analytics, and post-call analytics. Cutting-edge tools like Amazon Lex bots can understand and meet customer needs while improving response times and intelligent routing. Furthermore, Genesys Cloud, an omni-channel orchestration and customer relationship platform,…

Read More