MLOps and the evolution of data science

The advancement of computing power over recent decades has led to an explosion of digital data, from traffic cameras monitoring commuter habits to smart refrigerators revealing how and when the average family eats. Both computer scientists and business leaders have taken note of the potential of the data. The information can deepen our understanding of …

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Amazon Translate enhances its custom terminology to improve translation accuracy and fluency

Amazon Translate is a neural machine translation service that delivers fast, high-quality, affordable, and customizable language translation. When you translate from one language to another, you want your machine translation to be accurate, fluent, and most importantly contextual. Domain-specific and language-specific customizable terminology is a key requirement for many government and commercial organizations. Custom terminology …

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Building Generative AI applications made easy with Vertex AI PaLM API and LangChain

At Google I/O 2023, we announced Vertex AI PaLM 2 foundation models for Text and Embeddings moving to GA and expanded foundation models to new modalities – Codey for code, Imagen for images and Chirp for speech – and new ways to leverage and tune models. These models help developers to build powerful yet responsible …

A roadmap to help AI technologies speak African languages

From text-generating ChatGPT to voice-activated Siri, artificial intelligence-powered tools are designed to aid our everyday life — as long as you speak a language they support. These technologies are out of reach for billions of people who don’t use English, French, Spanish or other mainstream languages, but researchers in Africa are looking to change that. …

Conversational Marketing for Enterprise Brands 

Modern marketing has evolved from a one-way broadcast into a two-way dialogue. No matter if it’s a loyalty program or conversational marketing, brands want to connect with customers and create long-lasting relationships. There are many different ways brands can do so through conversational marketing. Let’s explore what’s behind this marketing strategy. What is conversational marketing?  Conversational …

Fintechs turn to AI and cloud as steadfast forces for innovation

The rapidly evolving fintech landscape is witnessing a remarkable transformation, driven by advancements in leveraging both artificial intelligence (AI) and cloud computing technologies. With customers top of mind, we are seeing fintechs increasingly harness the power of choice and flexibility that comes with hybrid multicloud and lean into the power of data analytics to deliver …

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Build a centralized monitoring and reporting solution for Amazon SageMaker using Amazon CloudWatch

Amazon SageMaker is a fully managed machine learning (ML) platform that offers a comprehensive set of services that serve end-to-end ML workloads. As recommended by AWS as a best practice, customers have used separate accounts to simplify policy management for users and isolate resources by workloads and account. However, when more users and teams are …