AWS Machine Learning Blog

APRIL 23, 2024

We are excited to announce two new capabilities in Amazon SageMaker Studio that will accelerate iterative development for machine learning (ML) practitioners: Local Mode and Docker support. ML model development often involves slow iteration cycles as developers switch between coding, training, and deployment.

ML 95

ML Python Machine Learning Generative AI 95

ML Review

FEBRUARY 26, 2018

How can you tell whether your shop assistant is a person or a robot? FAQs such as “What should I do if I’ve forgotten my password?” The most significant innovation in AI these recent years, smart chatbots, personal assistants, are only a glimpse of what the future holds.

Robotics 52

Robotics Deep Learning Chatbots Natural Language Processing 52

Unite.AI

APRIL 26, 2024

And with so many website builders nowadays, how do you know which one to choose? From there, I'll show you how I made this professional website in seconds: [link] I'll finish the article by recommending the best Dorik alternatives I've tried so you know which AI website builder best suits your needs. Is it the best AI website builder?

AI 289

AI AI AI Tools Artificial Intelligence 289

AWS Machine Learning Blog

MAY 15, 2024

Crafting new questions for exams and quizzes can be tedious and time-consuming for educators. In this post, we explore how to build an application that generates tests tailored to your own lecture content. The time required varies based on factors like subject matter, question types, experience level, and class level.

Prompt Engineer 87

Prompt Engineer Prompt Engineering Generative AI Python 87

Flipboard

MARCH 7, 2023

It’s available via browser or mobile app, and provides a variety of common social networking features such as private and public communities, news feeds, groups of interest, instant messaging, and more. For our solution, we demonstrate how to index a Yammer repository using the Amazon Kendra connector for Yammer.

Metadata 86

Metadata Machine Learning Deep Learning ML 86

Mlearning.ai

DECEMBER 21, 2023

_instance # Usage: singleton1 = Singleton() print("Instance 1:", singleton1) singleton2 = Singleton() print("Instance 2:", singleton2) # Both instances will be the same assert singleton1 is singleton2 In this example, the `Singleton` class overrides the `__new__` method, which is responsible for creating a new instance of the class.

Software Engineer 52

Software Engineer Software Development DevOps Algorithm 52

O'Reilly Media

JULY 20, 2021

This expectation isn’t a new one either. Communal computing requires a new mindset that takes into account users’ expectations. That’s precisely where we’re wrong: they’re not edge cases, but they’re at the core of how people want to use these devices. We, as users, have certain expectations for what a device should do.

Software Engineer 121

Software Engineer Automation Machine Learning ML 121

O'Reilly Media

JUNE 15, 2021

An Apple TV reminds you of a new episode of a show your partner watches. This first article discusses what communal devices are, and how problems that appear result from our assumptions about how they’re used. It isn’t just adding the ability for people to switch accounts. The problems are subtle at first.

Automation 90

Automation ML Artificial Intelligence Artificial Intelligence 90

Dlabs.ai

FEBRUARY 24, 2021

This article will show you how to: Setup and deploy MLflow on the Google Cloud Platform Introduce fresh, simple methods for tracking ML experiments Stop storing 100s of charts, files, and metrics locally Help your teammates optimize workflows Take your teamwork to the next level Why MLflow? But why focus on MLflow?

Auto-complete 52

Auto-complete Machine Learning ML Explainability 52

The MLOps Blog

OCTOBER 20, 2023

It’s not uncommon for data scientists hired right out of university to struggle to fulfill the new expectations they encounter around the structure and presentation of their analyses. How can we make sure this model outperforms the previous one? How has this AB test performed? In 2014, Project Jupyter evolved from IPython.

Data Scientist 52

Data Scientist Python Explainability ETL 52

DataRobot Blog

FEBRUARY 21, 2022

When it comes to scalability and speed, you need to look at the stack you are currently working with and ask a few key questions: How well are your tools integrated? When it comes to scalability and speed, you need to look at the stack you are currently working with and ask a few key questions: How well are your tools integrated?

Data Science 52

Data Science Python Data Scientist Machine Learning 52

Heartbeat

DECEMBER 27, 2023

This host kernel sharing makes containers lightweight, faster to boot, efficient resource management, and more accessible and faster to deliver applications than VMs. It will further explain the various containerization terms and the importance of this technology to the machine learning workflow. What is Virtualization?

Machine Learning 52

Machine Learning Python ML Categorization 52

AWS Machine Learning Blog

SEPTEMBER 7, 2023

Since then, this feature has been integrated into many of our managed Amazon Machine Images (AMIs), such as the Deep Learning AMI and the AWS ParallelCluster AMI. This post details how to set up container-based GPU metrics and provides an example of collecting these metrics from EKS pods. Then we explore two architectures.

Metadata 87

Metadata Machine Learning ML Deep Learning 87