Tag: faang

Creating marketing campaigns is often a complex and time-consuming process. Businesses aim to create real-time campaigns that are highly relevant to customer needs and personalized to maximize sales. Doing so requires real-time data analysis, segmentation, and the ability to rapidly create and execute campaigns. Achieving this high level of agility and personalization gives businesses a …

Read more “Creating marketing campaigns using BigQuery and Gemini models”

“NEVER THINK THERE IS ANYTHING IMPOSSIBLE FOR THE SOUL. IT IS THE GREATEST HERESY TO THINK SO. IF THERE IS A SIN, THIS IS THE ONLY SIN; TO SAY THAT YOU ARE WEAK, OR OTHERS ARE WEAK”– By Swami Vivekanand Is Deep Learning now overtaking the Machine Learning algorithm? Let us first know what is …

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This post is co-written with HyeKyung Yang, Jieun Lim, and SeungBum Shim from LotteON. LotteON aims to be a platform that not only sells products, but also provides a personalized recommendation experience tailored to your preferred lifestyle. LotteON operates various specialty stores, including fashion, beauty, luxury, and kids, and strives to provide a personalized shopping …

Read more “How LotteON built a personalized recommendation system using Amazon SageMaker and MLOps”

Customers tell us they see great potential in using large language models (LLMs) with their data to improve customer experiences, automate internal processes, access and find information, and create new content —just to name a few of the emerging generative AI use cases. There are many ways to leverage your data, so in this blog, …

Read more “To tune or not to tune? A guide to leveraging your data with LLMs”

DALL-E illustration showcasing my audio demos and conversations with GPT-4o This week, OpenAI announced the release of GPT-4o, the latest iteration of its language model with new capabilities across multiple modalities. The “o” in GPT-4o stands for “omni,” highlighting its enhanced ability to reason in real-time across audio, vision, and text. This makes it especially useful for …

Read more “AI on Air: Exploring GPT-4o”

Crafting new questions for exams and quizzes can be tedious and time-consuming for educators. The time required varies based on factors like subject matter, question types, experience level, and class level. Multiple-choice questions require substantial time to generate quality distractors and ensure a single unambiguous answer, and composing effective true-false questions demands careful effort to …

Read more “Build a serverless exam generator application from your own lecture content using Amazon Bedrock”

Developers and engineers face several major challenges when scaling AI/ML workloads. One challenge is getting access to the AI infrastructure they need. AI/ML workloads require a significant amount of computational resources, such as CPUs and GPUs. Developers need to have sufficient resources to run their workloads. Another challenge is handling the diverse patterns and programming …

Read more “Announcing general availability of Ray on Vertex AI”