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 …
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 …
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 …
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Interspeech Conference 2023
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 …
What is a phishing simulation?
A phishing simulation is a cybersecurity exercise that tests an organization’s ability to recognize and respond to a phishing attack. A phishing attack is a fraudulent email, text or voice message designed to trick people into downloading malware (such as ransomware), revealing sensitive information (such as usernames, passwords or credit card details) or sending money …
Advances in document understanding
Posted by Sandeep Tata, Software Engineer, Google Research, Athena Team The last few years have seen rapid progress in systems that can automatically process complex business documents and turn them into structured objects. A system that can automatically extract data from documents, e.g., receipts, insurance quotes, and financial statements, has the potential to dramatically improve …
Generate creative advertising using generative AI deployed on Amazon SageMaker
Creative advertising has the potential to be revolutionized by generative AI (GenAI). You can now create a wide variation of novel images, such as product shots, by retraining a GenAI model and providing a few inputs into the model, such as textual prompts (sentences describing the scene and objects to be produced by the model). …
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