Tips on How to Manage Large Scale Data Science Projects | by Ivo Bernardo | Sep, 2024
Use these tips to maximize the success of your data science projectPhoto by Jakub Żerdzicki @ Unsplash.comManaging large-scale data science...
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Build ultra-low latency multimodal generative AI applications using sticky session routing in Amazon SageMaker
Amazon SageMaker is a fully managed machine learning (ML) service. With SageMaker, data scientists and developers can quickly and confidently...
Bayesian Linear Regression: A Complete Beginner’s guide | by Samvardhan Vishnoi | Sep, 2024
A workflow and code walkthrough for building a Bayesian regression model in STANNote: Check out my previous article for a...
Streamline workflow orchestration of a system of enterprise APIs using chaining with Amazon Bedrock Agents
Intricate workflows that require dynamic and complex API orchestration can often be complex to manage. In industries like insurance, where...
How I Make Time for Everything (Even with a Full-Time Job) | by Egor Howell | Sep, 2024
How I am able to do YouTube videos, write blogs, and send out a newsletter every week whilst working full...
Unlock AWS Cost and Usage insights with generative AI powered by Amazon Bedrock
Managing cloud costs and understanding resource usage can be a daunting task, especially for organizations with complex AWS deployments. AWS...
How Biased is Your Regression Model? | by Sachin Date | Sep, 2024
Image by AuthorA deep dive into the causes, effects, and remedies for bias in regression modelsThis pack of peanut M&Ms...
Best prompting practices for using Meta Llama 3 with Amazon SageMaker JumpStart
Llama 3, Meta’s latest large language model (LLM), has taken the artificial intelligence (AI) world by storm with its impressive...
GGUF Quantization with Imatrix and K-Quantization to Run LLMs on Your CPU
Fast and accurate GGUF models for your CPUGenerated with DALL-EGGUF is a binary file format designed for efficient storage and...
Build a RAG-based QnA application using Llama3 models from SageMaker JumpStart
Organizations generate vast amounts of data that is proprietary to them, and it’s critical to get insights out of the...
Transformer? Diffusion? Transfusion!
A gentle introduction to the latest multi-modal transfusion modelRecently, Meta and Waymo released their latest paper — Transfusion: Predict the Next Token...
A review of purpose-built accelerators for financial services
Data contains information, and information can be used to predict future behaviors, from the buying habits of customers to securities...
Introducing NumPy, Part 2: Indexing Arrays | by Lee Vaughan | Sep, 2024
Quick Success Data ScienceSlicing and dicing like a proIndexing an array by DALL-E3NumPy is Python’s foundational library for numerical calculations....
Introducing Amazon EKS support in Amazon SageMaker HyperPod
We are thrilled to introduce Amazon Elastic Kubernetes Service (Amazon EKS) support in Amazon SageMaker HyperPod, a purpose-built infrastructure engineered...
Market Basket Analysis Using High Utility Itemset Mining | by Laurin Brechter | Sep, 2024
Finding high-value patterns in transactionsIn this post, I will give an alternative to popular techniques in market basket analysis that...
