AWS Machine Learning Blog

DECEMBER 18, 2023

MongoDB’s robust time series data management allows for the storage and retrieval of large volumes of time-series data in real-time, while advanced machine learning algorithms and predictive capabilities provide accurate and dynamic forecasting models with SageMaker Canvas. Babu Srinivasan is a Senior Partner Solutions Architect at MongoDB.

Data Extraction 127

Data Extraction Data Ingestion ML Machine Learning 127

AWS Machine Learning Blog

JULY 15, 2024

In our pipeline, we used Amazon Bedrock to develop a sentence shortening algorithm for automatic time scaling. Here’s the shortened sentence using the sentence shortening algorithm. Cloud Engineer specializing in developing cloud native solutions and automation. Marco Mercado is a Sr. Cristian Torres is a Sr.

Big Data 122

Big Data Big Data Engineer Generative AI ML 122

Flipboard

JUNE 20, 2023

Rather than humans programming computers with specific step-by-step instructions on how to complete a task, in machine learning a human provides the AI with data and asks it to achieve a certain outcome via an algorithm. As a result, it opens the door for machines capable of performing many different tasks significantly better than humans.

Neural Network 158

Neural Network Deep Learning Machine Learning AI 158

NVIDIA

NOVEMBER 13, 2024

The average cost of industrial robots is expected to drop to $10,800 in 2025, down sharply from $46K in 2010 to $27K in 2017. AI also is automating document management, reducing funding cycles to help consumers and businesses on their financial journeys.

Robotics 63

Robotics Generative AI AI AI 63

Bugra Akyildiz

JUNE 9, 2024

The compute used to train recent AI models has grown at a staggering rate of 4-5x per year from 2010 to May 2024. Accounting for algorithmic progress, the effective compute could be around one million times that used for GPT-4. The exponential growth in training compute is a key driver behind the rapid progress in AI capabilities.

Deep Learning 52

Deep Learning Algorithm DevOps Data Science 52

AWS Machine Learning Blog

SEPTEMBER 11, 2024

This is accomplished by breaking the problem into independent parts so that each processing element can complete its part of the workload algorithm simultaneously. From 2010 onwards, other PBAs have started becoming available to consumers, such as AWS Trainium , Google’s TPU , and Graphcore’s IPU.

ML 102

ML Deep Learning Algorithm Large Language Models 102

Pickl AI

SEPTEMBER 20, 2024

Released as an open-source project in 2008 and later becoming a top-level project of the Apache Software Foundation in 2010, Cassandra has gained popularity due to its scalability and high availability features. Uber: Leverages MongoDB’s geospatial queries for efficient routing algorithms in their ride-sharing platform.

Data Ingestion 52

Data Ingestion Automation Algorithm Data Science 52

Pickl AI

OCTOBER 1, 2024

By leveraging powerful Machine Learning algorithms, Generative AI models can create novel content such as images, text, audio, and even code. Founded in 2010, DeepMind was acquired by Google in 2014 and has since become one of the most respected AI research companies in the world.

Generative AI 52

Generative AI AI AI OpenAI 52

AWS Machine Learning Blog

NOVEMBER 9, 2023

This retrieval can happen using different algorithms. He received his PhD from University of Maryland, College Park in 2010. In the past, he built Piranha, an automated refactoring tool to delete code due to stale feature flags and led code quality initiatives at Uber engineering.

Natural Language Processing 108

Natural Language Processing NLP Large Language Models LLM 108

Flipboard

JULY 31, 2023

Algorithms are important and require expert knowledge to develop and refine, but they would be useless without data. These datasets, essentially large collections of related information, act as the training field for machine learning algorithms. This involves feeding the images and their corresponding labels into an algorithm (e.g.,

Machine Learning 123

Machine Learning Computer Vision Deep Learning Convolutional Neural Networks 123

Artificial Corner

JUNE 6, 2023

Data mining involves using sophisticated algorithms to identify patterns and relationships in data that might not be immediately apparent. Its ability to efficiently handle iterative algorithms and machine learning tasks made it a popular choice for data scientists and engineers. APIs are open and compatible with Apache Spark.

Data Mining 52

Data Mining Big Data ETL Machine Learning 52

O'Reilly Media

JULY 20, 2021

After the release of the iPad in 2010 Craig Hockenberry discussed the great value of communal computing but also the concerns : “When you pass it around, you’re giving everyone who touches it the opportunity to mess with your private life, whether intentionally or not. This expectation isn’t a new one either.

Software Engineer 121

Software Engineer Automation Machine Learning ML 121

NVIDIA

NOVEMBER 3, 2023

Public Sector: Protecting Physical Security, Energy Security and Citizen Services AI-powered analytics and automation tools are helping government agencies provide citizens with instant access to information and services, make data-driven decisions, model climate change, manage natural disasters, and more. airport websites last year.

AI 118

AI AI Machine Learning Automation 118

NVIDIA

NOVEMBER 3, 2023

Public Sector: Protecting Physical Security, Energy Security and Citizen Services AI-powered analytics and automation tools are helping government agencies provide citizens with instant access to information and services, make data-driven decisions, model climate change, manage natural disasters, and more. airport websites last year.

AI 63

AI AI Machine Learning Automation 63

Unite.AI

SEPTEMBER 26, 2024

Leveraging machine learning algorithms, Fitbod analyzes user data and workout history to generate customized training programs that adapt and evolve over time. Developed by Chad Wesley Smith, a renowned strength coach and accomplished powerlifter, the app leverages advanced algorithms to create highly personalized training programs.

Artificial Intelligence 288

Artificial Intelligence Artificial Intelligence AI AI 288

AWS Machine Learning Blog

OCTOBER 23, 2024

SnapLogic , a leader in generative integration and automation, has introduced the industry’s first low-code generative AI development platform, Agent Creator , designed to democratize AI capabilities across all organizational levels. This post is cowritten with Greg Benson, Aaron Kesler and David Dellsperger from SnapLogic. Not anymore!

Generative AI 82

Generative AI IDP LLM Automation 82

Flipboard

NOVEMBER 24, 2023

This emergent ability in LLMs has compelled software developers to use LLMs as an automation and UX enhancement tool that transforms natural language to a domain-specific language (DSL): system instructions, API requests, code artifacts, and more. He currently is working on Generative AI for data integration.

ETL 158

ETL Prompt Engineer Prompt Engineering Generative AI 158

AWS Machine Learning Blog

NOVEMBER 18, 2024

Understanding the DE-SynPUF dataset The DE-SynPUF dataset is a synthetic database released by the Centers for Medicare and Medicaid Services (CMS), designed to simulate Medicare claims data from 2008–2010. Due to file size limitations, each data type in the CMS Linkable 2008–2010 Medicare DE-SynPUF database is released in 20 separate samples.

LLM 101

LLM Generative AI Data Science Data Scientist 101