How To Build A Secure Machine Learning Environment

How To Build A Secure Machine Learning Environment

Children’s Day is approaching, but this year’s June 1st is a bit different. As the pandemic eases, many places have made it clear that after June 1st, various stages of basic education need to gradually return to school, and strict personnel control and temperature measurement must be implemented according to safety requirements. Currently, as the … Read more

Best Practices for SageMaker Deployment

Best Practices for SageMaker Deployment

Click the above to follow us! Amazon’s SageMaker is indeed an interesting tool. Having worked at Amazon for several years, I can say I have a love-hate relationship with it. Today, let’s discuss how to effectively use SageMaker while avoiding common pitfalls. Choose the Right Instance Type to Save Money and Improve Efficiency SageMaker supports … Read more

Amazon SageMaker: The Pinnacle of Machine Learning Platforms

Amazon SageMaker: The Pinnacle of Machine Learning Platforms

1. Introduction Recently, I participated in the Amazon Web Services 【Cloud Exploration Lab】 event, where I built my first AIGC based on the Stable Diffusion model using Amazon SageMaker , which was very simple and quick. I initially thought it would be very complex and that I wouldn’t understand how to operate it, but in … Read more

Practical Guide to SageMaker Auto-Tuning by Ex-Amazon Expert

Practical Guide to SageMaker Auto-Tuning by Ex-Amazon Expert

Click the above to follow us! Hey data science folks, are you often troubled by parameter tuning? Today, I’m going to talk about the auto-tuning feature of Amazon SageMaker, which is definitely a time-saving and labor-saving helper. What is SageMaker Auto-Tuning? SageMaker auto-tuning, to put it simply, lets machines help you find the best parameters. … Read more

Amazon SageMaker: Build, Train, and Deploy ML Models Easily

Amazon SageMaker: Build, Train, and Deploy ML Models Easily

Beginner: Jing, I recently heard that many companies are using Amazon SageMaker for machine learning projects. What exactly is this tool? Is it easy for beginners like us to get started? Jing: To address this question, let me explain in detail. Amazon SageMaker is a one-stop machine learning platform launched by Amazon. It’s like an … Read more

Creating Refined Experience Design for B-End Products Using Amazon SageMaker Canvas

Creating Refined Experience Design for B-End Products Using Amazon SageMaker Canvas

▲Click “ZiMu UXD” to follow, reply “Design Circle” to join us 2022 Year Original Total No. 15 40 articles to meet the annual target, 25 articles left (Full text 4282 words, estimated reading time: 6 minutes) In recent years, low-code has become a popular field, allowing development to be completed with little or no coding … Read more

Efficient Bulk Writing with Agent:GPT and Make

Efficient Bulk Writing with Agent:GPT and Make

♥Follow ★Star ☍Join Group Get AI Deep Tutorials First Hello everyone! We have previously discussed a series of concepts regarding AI Agents, one key feature being their process automation capability. Sometimes, when we execute a complex task, it may require multiple executions of different ChatGPT prompts. In such cases, an automated process can significantly enhance … Read more

When AI Becomes a Capability: Amazon SageMaker Arrives

When AI Becomes a Capability: Amazon SageMaker Arrives

What is AI? An application, or a technology? Today, as AI becomes more prevalent, it resembles a capability, a capability that permeates various industries and scenarios, enabling intelligent applications. As AI enters the “capability era”, its “three essentials” (data, algorithms, computing power) indicate that algorithms are becoming increasingly important, as they are the core element … Read more

Distributed TensorFlow Training with Amazon SageMaker

Distributed TensorFlow Training with Amazon SageMaker

Machine Heart Reprint Source: AWS Official Blog Author: Ajay Vohra TensorFlow is an open-source machine learning (ML) library widely used for developing large deep neural networks (DNNs), which require distributed training and utilize multiple GPUs across various hosts.Amazon SageMaker is a managed service that simplifies the ML workflow starting from labeled data through active learning, … Read more

Amazon SageMaker JumpStart: Get Started with Llama3

Amazon SageMaker JumpStart: Get Started with Llama3

On April 18th, local time in the US, Meta released the highly anticipated open-source large language model Llama3, which offers two model sizes: 8B and 70B parameters, with a 400B version expected to be released in the future. Meta mentioned in their blog that thanks to improvements in training techniques, the Llama3 models, both 8B … Read more