AWS Machine Learning Blog

FEBRUARY 20, 2024

Through automation, ZOO Digital aims to achieve localization in under 30 minutes. However, the supply of skilled people is being outstripped by the increasing demand for content, requiring automation to assist with localization workflows. It makes globalization easier for the world’s best content creators.

AWS 95

AWS AI AI Machine Learning 95

AWS Machine Learning Blog

APRIL 16, 2024

The benefits of using CloudFormation include: Consistency – A CloudFormation template provides a more consistent and automated way to deploy and manage the resources associated with an Amazon Lex bot. Automation – Using a CloudFormation template allows you to automate the deployment process.

AWS 86

AWS Deep Learning Deep Learning Artificial Intelligence 86

AWS Machine Learning Blog

APRIL 7, 2023

As an example, smart venue solutions can use near-real-time computer vision for crowd analytics over 5G networks, all while minimizing investment in on-premises hardware networking equipment. infer-tensorflow-tc-bert-en-uncased-L-12-H-768-A-12-2.tar.gz Run the train_model.py amazonaws.com/tensorflow-inference:2.8-cpu sourcedir.tar.gz

AWS 80

AWS Clustering ML ML 80

How to Learn Machine Learning

JANUARY 21, 2023

AI can be used to automate processes, make predictions, and provide decision support. This market growth can be attributed to factors such as increasing demand for AI-based solutions in healthcare, retail, and automotive industries, as well as rising investments from tech giants such as Google , Microsoft , and IBM.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 52

How to Learn Machine Learning

APRIL 23, 2023

Artificial Intelligence (AI) has rapidly transformed the business landscape, enabling organizations to automate complex processes, make data-driven decisions, and enhance customer experiences. The automation of tasks by AI systems can result in job loss and economic instability.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

AWS Machine Learning Blog

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. The following diagram illustrates the architecture of this solution. One of the main advantages of the MoE architecture is its scalability.

AWS 111

AWS Machine Learning Machine Learning AI 111

Precisely

FEBRUARY 5, 2024

Automation can be a game-changer – solving your biggest challenges and unlocking new opportunities. Let’s dive into the basics of material master data, common challenges of manual management, and how automation helps you overcome those barriers. The good news? What is Material Master Data in SAP? What is Material Master Data in SAP?

Data Quality 59

Data Quality Analytics Analytics Database 59

Flipboard

JANUARY 9, 2024

Kevlin Henney and I recently discussed whether automated code generation, using some future version of GitHub Copilot or the like, could ever replace higher-level languages. It’s not really an academic question. That will be a big change for professional programmers—though writing code is a small part of what programmers actually do.

Python 142

Python AI AI Data Analysis 142

AWS Machine Learning Blog

SEPTEMBER 8, 2023

Digital publishers are continuously looking for ways to streamline and automate their media workflows in order to generate and publish new content as rapidly as they can. Finding the image that best matches an article in repositories of this scale can be a time-consuming, repetitive, manual task that can be automated.

K-nearest Neighbors 96

K-nearest Neighbors AWS ML ML 96

AWS Machine Learning Blog

DECEMBER 5, 2023

This post illustrates how you can automate and simplify metadata generation using custom models by Amazon Comprehend. The solution discussed in this post can easily be applied to other businesses/use-cases as well, such as healthcare, manufacturing, and research. The following diagram outlines the proposed solution architecture.

AWS 98

AWS ML ML Natural Language Processing 98

AWS Machine Learning Blog

APRIL 29, 2024

Here’s an example in Spanish: co.chat( message="Écris une description de produit pour une voiture électrique en 50 à 75 mots" ) Here’s what the response might look like: Découvrez la voiture électrique qui va révolutionner votre façon de conduire. The model has been trained to respond in the language of the user.

AWS 85

AWS Natural Language Processing Database ML 85

Data Science 101

NOVEMBER 13, 2023

Impact – how did you or your work impact users (what’s the scope), describe how this solves solutions, automates or enriches. Be aware you will may take a technical assessment like HackerRank, CodeSignal etc check where you’re leveling at levels.fyi and look at the job description carefully. Quantify the impact in bullet points.

AI 59

AI AI Deep Learning Deep Learning 59

AWS Machine Learning Blog

SEPTEMBER 6, 2023

You can easily try out these models and use them with SageMaker JumpStart, which is a machine learning (ML) hub that provides access to algorithms, models, and ML solutions so you can quickly get started with ML. Fine-tuned LLMs, called Llama-2-chat, are optimized for dialogue use cases. We discuss both methods in this section.

ML 97

ML ML Machine Learning Machine Learning 97

AWS Machine Learning Blog

APRIL 17, 2023

Amazon SageMaker Data Wrangler is a service in Amazon SageMaker Studio that provides an end-to-end solution to import, prepare, transform, featurize, and analyze data using little to no coding. Solution overview Data Wrangler provides over 40 built-in connectors for importing data. Choose Python (Pandas).

AWS 83

AWS ML ML Python 83

Heartbeat

DECEMBER 13, 2023

Automation: Custom tools enable you to automate repetitive tasks or workflows. You would change it to the following: tools = load_tools(tool_names, llm=llm) Defining Custom Tools Custom tools in LangChain are defined by the user to perform specific tasks or operations not provided by the native tools in the LangChain toolkit.

Deep Learning 52

Deep Learning Deep Learning ML ML 52

DrivenData Labs

DECEMBER 10, 2023

Results ¶ For their final submission, participants provided a 5-10 minute video demonstration and short writeup describing their solution and its potential for assisting NASA researchers in their work. Paper recommendations from Google Scholar, arXiv and PubMed in the 1st place winners solution (NASAPalooza). bge-small-en-v1.5

AI 147

AI AI Natural Language Processing Artificial Intelligence 147