insideBIGDATA

APRIL 24, 2023

Neural Magic is a startup company that focuses on developing technology that enables deep learning models to run on commodity CPUs rather than specialized hardware like GPUs. The company was founded in 2018 by Alexander Matveev, a former researcher at MIT, and Nir Shavit, a professor of computer science at MIT.

Deep Learning 417

Deep Learning Deep Learning Computer Science Computer Science 417

Flipboard

APRIL 22, 2025

A study published in Physical Review Letters outlines a new approach for extracting information from binary systems by looking at the entire posterior

Machine Learning 174

Machine Learning Machine Learning Computer Science Computer Science 174

AWS Machine Learning Blog

OCTOBER 16, 2024

Amazon SageMaker supports geospatial machine learning (ML) capabilities, allowing data scientists and ML engineers to build, train, and deploy ML models using geospatial data. Previously he was a senior scientist at Alexa AI, the head of machine learning at Scale AI and the chief scientist at Pony.ai.

ML 113

ML ML Clustering Machine Learning 113

Towards AI

NOVEMBER 14, 2024

LLM Developer is a distinct new role, different from both Software Developer and Machine Learning Engineer, and requires learning a new set of skills and intuitions. LLMs are already starting to add real value across many industries, from consumer apps to software development, science, finance, and healthcare.

Machine Learning 116

Machine Learning Machine Learning Data Scientist AI 116

Dataconomy

JANUARY 24, 2025

A principal data scientist with international experience and former lecturer in Machine Learning, Nataliya has led AI initiatives in the manufacturing, retail, and public sectors. You mentioned your experience as a machine learning lecturer at Kharkiv National University. Teaching was incredibly valuable.

AI 113

AI AI Machine Learning Machine Learning 113

Flipboard

DECEMBER 2, 2024

About the Authors Melanie Li , PhD, is a Senior Generative AI Specialist Solutions Architect at AWS based in Sydney, Australia, where her focus is on working with customers to build solutions leveraging state-of-the-art AI and machine learning tools. Prior to joining AWS, Dr. James Park is a Solutions Architect at Amazon Web Services.

AWS 142

AWS ML ML Machine Learning 142

Dataconomy

APRIL 3, 2025

in Computer Science and Engineering with a stellar GPA of 8.61, Harshit set a high bar for aspiring innovators. Here, he was pivotal in building scalable, high-impact systems that leverage big-data processing and machine learning. Graduating with an Integrated Dual Degree (B.Tech. and M.Tech.)

Big Data 91

Big Data Big Data Machine Learning Machine Learning 91

Data Science Dojo

OCTOBER 3, 2023

Sanmi Koyejo and Bo Li, experts in computer science, delve into this question through their research, evaluating GPT-3.5 Koyejo emphasizes the importance of recognizing these models as machine learning systems with inherent vulnerabilities, emphasizing that expectations need to align with the current reality of AI capabilities.

Artificial Intelligence 418

Artificial Intelligence Artificial Intelligence AI AI 418

Flipboard

DECEMBER 2, 2024

This long-awaited capability is a game changer for our customers using the power of AI and machine learning (ML) inference in the cloud. We gathered initial reactions from companies who have previewed and evaluated this capability, highlighting its potential impact on AI and machine learning operations.

ML 148

ML ML AWS Machine Learning 148

Flipboard

APRIL 30, 2025

Machine learning turns those signals into vital signs readings. Todays radar technology can detect the minute movements when your heart beats or you take a breath.

Machine Learning 158

Machine Learning Machine Learning AI AI 158

Flipboard

JANUARY 24, 2025

Overview of vector search and the OpenSearch Vector Engine Vector search is a technique that improves search quality by enabling similarity matching on content that has been encoded by machine learning (ML) models into vectors (numerical encodings). Dylan holds a BSc and MEng degree in Computer Science from Cornell University.

K-nearest Neighbors 143

K-nearest Neighbors ML ML Algorithm 143

Flipboard

APRIL 24, 2025

She holds a PhD from the University of Michigan in Computer Science and Engineering. She holds an undergraduate degree in Computer Science & Engineering. She has over 20 years of experience in several cutting-edge domains, with over a decade in security and privacy.

SQL 151

SQL Database AWS ML 151

Dataconomy

APRIL 4, 2025

They serve as intermediaries, enabling seamless communication between complex machine learning systems and user inquiries. Understanding of AI, ML, and NLP A strong grasp of machine learning concepts, algorithms, and natural language processing is essential in this role.

AI 91

AI AI Natural Language Processing Machine Learning 91

Dataconomy

DECEMBER 18, 2024

Artificial Intelligence (AI) is a field of computer science focused on creating systems that perform tasks requiring human intelligence, such as language processing, data analysis, decision-making, and learning. Since DL falls under ML, this discussion will primarily focus on machine learning.

AI 91

AI AI Machine Learning Machine Learning 91

AWS Machine Learning Blog

DECEMBER 24, 2024

Model consolidation When working with distributed machine learning workflows, youll often need to manage and merge model weights efficiently. Bingchen Liu is a Machine Learning Engineer with the AWS Generative AI Innovation Center. He holds Masters degrees from Imperial College London and Carnegie Mellon University.

AWS 105

AWS Clustering Deep Learning Deep Learning 105

AWS Machine Learning Blog

APRIL 7, 2025

This approach allows for greater flexibility and integration with existing AI and machine learning (AI/ML) workflows and pipelines. Chakravarthy Nagarajan is a Principal Solutions Architect specializing in machine learning, big data, and high performance computing. Malav holds a Masters degree in Computer Science.

AWS 113

AWS Machine Learning Machine Learning ML 113

AWS Machine Learning Blog

APRIL 30, 2025

in Computer Science from the University of Notre Dame. He also collaborates with AWS business partners to identify and develop machine learning solutions that address real-world industry challenges. Prior to joining AWS, he obtained his Ph.D.

AWS 109

AWS AI AI Computer Science 109

Dataconomy

APRIL 21, 2025

Natural language processing (NLP) is a fascinating field at the intersection of computer science and linguistics, enabling machines to interpret and engage with human language. As the volume of textual data generated daily grows tremendously, understanding how to leverage this data effectively becomes increasingly crucial.

Natural Language Processing 91

Natural Language Processing Deep Learning Deep Learning Computer Science 91

AWS Machine Learning Blog

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. He helps support large enterprise customers at AWS and is part of the Machine Learning TFC.

AWS 110

AWS AI AI ML 110

AWS Machine Learning Blog

APRIL 28, 2025

She has a strong background in computer vision, machine learning, and AI for healthcare. Baishali holds a PhD in Computer Science from University of South Florida and PostDoc from Moffitt Cancer Centre.

AWS 100

AWS AI AI Computer Science 100

AWS Machine Learning Blog

JANUARY 30, 2025

result = invoke_with_guardrails(prompt) print(result) Deploy DeepSeek-R1 with SageMaker JumpStart SageMaker JumpStart is a machine learning (ML) hub with FMs, built-in algorithms, and prebuilt ML solutions that you can deploy with just a few clicks. He holds a Bachelors degree in Computer Science and Bioinformatics.

AWS 134

AWS Python AI AI 134

AWS Machine Learning Blog

JANUARY 31, 2025

Increasingly, FMs are completing tasks that were previously solved by supervised learning, which is a subset of machine learning (ML) that involves training algorithms using a labeled dataset. He received his Masters in Computer Science from the University of Illinois at Urbana-Champaign.

Supervised Learning 91

Supervised Learning AWS Data Scientist ML 91

AWS Machine Learning Blog

NOVEMBER 15, 2024

You can now use state-of-the-art model architectures, such as language models, computer vision models, and more, without having to build them from scratch. Amazon SageMaker is a comprehensive, fully managed machine learning (ML) platform that revolutionizes the entire ML workflow.

AWS 107

AWS Computer Science Computer Science Database 107

AWS Machine Learning Blog

MARCH 3, 2025

This design simplifies the complexity of distributed training while maintaining the flexibility needed for diverse machine learning (ML) workloads, making it an ideal solution for enterprise AI development. Kanwaljit specializes in assisting customers with containerized applications and high-performance computing solutions.

Clustering 90

Clustering AWS ML ML 90

AWS Machine Learning Blog

NOVEMBER 1, 2024

He has extensive experience designing end-to-end machine learning and business analytics solutions in finance, operations, marketing, healthcare, supply chain management, and IoT. Fang Liu holds a master’s degree in computer science from Tsinghua University.

Data Preparation 96

Data Preparation Machine Learning Machine Learning ML 96

AWS Machine Learning Blog

MAY 1, 2025

He has extensive experience designing end-to-end machine learning and business analytics solutions in finance, operations, marketing, healthcare, supply chain management, and IoT. and a Masters degree in computer science from Syracuse University. He holds a Ph.D. Outside of work, Jiayu enjoys reading and cooking.

AWS 75

AWS ML ML AI 75

AWS Machine Learning Blog

DECEMBER 6, 2024

You can try these models with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models that can be deployed with one click for running inference. About the authors Niithiyn Vijeaswaran is a Generative AI Specialist Solutions Architect with the Third-Party Model Science team at AWS.

AWS 102

AWS ML ML AI 102

AWS Machine Learning Blog

MAY 2, 2025

Object recognition with Amazon Rekognition As soon as the image is stored in the S3 bucket, Amazon Rekognition , a powerful computer vision and machine learning service, is triggered. He has a background in Engineering and Computer Science. Scott Harding lives with aphasia after a stroke.

AWS 85

AWS AI AI Machine Learning 85

AWS Machine Learning Blog

NOVEMBER 13, 2024

With an academic background in computer science and engineering, he started developing his AI/ML passion at university; as a member of the natural language processing and generative AI community within AWS, Luca helps customers be successful while adopting AI/ML services.

AWS 130

AWS AI AI Natural Language Processing 130

AWS Machine Learning Blog

MARCH 21, 2025

JupyterLab applications flexible and extensive interface can be used to configure and arrange machine learning (ML) workflows. million scholarly articles in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering and systems science, and economics.

AWS 113

AWS AI AI Data Scientist 113

AWS Machine Learning Blog

MARCH 18, 2025

About the Authors Niithiyn Vijeaswaran is a Generative AI Specialist Solutions Architect with the Third-Party Model Science team at AWS. He holds a Bachelors in Computer Science and Bioinformatics. He holds a Bachelors in Computer Science with a minor in Economics from Tufts University.

AWS 99

AWS AI AI Computer Science 99

AWS Machine Learning Blog

APRIL 29, 2025

For example, if your dataset has ground truth, then you can use statistical and programmatical machine learning (ML) metrics such as accuracy and semantic similarity If your dataset doesnt include ground truth, a well-designed and human-aligned LLM judge can provide a reliable evaluation score for the optimizer.

AWS 81

AWS ML AI ML 81

Flipboard

MARCH 17, 2025

This lesson is the 1st of a 2-part series on Deploying Machine Learning using FastAPI and Docker: Getting Started with Python and FastAPI: A Complete Beginners Guide (this tutorial) Lesson 2 To learn how to set up FastAPI, create GET and POST endpoints, validate data with Pydantic, and test your API with TestClient, just keep reading.

Python 152

Python Deep Learning Deep Learning Machine Learning 152

AWS Machine Learning Blog

FEBRUARY 20, 2025

Jerry holds a degree in Computer Science from Stevens Institute of Technology. He specializes in developing and commercializing artificial intelligence and machine learning products. Sid Mohanram is the Senior Vice President of Core Lines Technology at Verisk. Connect with him on LinkedIn.

AI 113

AI AI AWS Data Governance 113

AWS Machine Learning Blog

DECEMBER 4, 2024

With his background in computer science, he is very interested in using technology to build solutions to real-world problems. In his leisure time, he enjoys riding his motorcycle and spending quality time with his family. Adam Gamba is a Solutions Architect and Aspiring Analytics & AI/ML Specialist at AWS.

AWS 106

AWS AI AI SQL 106

PyImageSearch

DECEMBER 23, 2024

Jump Right To The Downloads Section Introduction to Approximate Nearest Neighbor Search In high-dimensional data, finding the nearest neighbors efficiently is a crucial task for various applications, including recommendation systems, image retrieval, and machine learning. Or requires a degree in computer science?

K-nearest Neighbors 115

K-nearest Neighbors Algorithm Deep Learning Deep Learning 115

AWS Machine Learning Blog

APRIL 7, 2025

Breanne holds a Bachelor of Science in Computer Engineering from University of Illinois at Urbana Champaign. He studied computer science at UW Seattle. Justin Lin is a Small & Medium Business Solutions Architect at Amazon Web Services.

Database 117

Database AWS Natural Language Processing AI 117