KDnuggets

NOVEMBER 18, 2021

This is the guide on how to build a serverless data pipeline on AWS with a Machine Learning model deployed as a Sagemaker endpoint.

Data Pipeline 396

Data Pipeline AWS ML ML 396

IBM Data Science in Practice

MARCH 8, 2023

Feature Platforms — A New Paradigm in Machine Learning Operations (MLOps) Operationalizing Machine Learning is Still Hard OpenAI introduced ChatGPT. The growth of the AI and Machine Learning (ML) industry has continued to grow at a rapid rate over recent years.

Machine Learning 264

Machine Learning Machine Learning ML ML 264

KDnuggets

DECEMBER 29, 2021

AI/ML systems have a wide range of applications in a variety of industries and sectors, and this article highlights the top ways AI/ML will impact your small business in 2022.

ML 400

ML ML AI AI 400

AWS Machine Learning Blog

MAY 16, 2025

In this post, we share how Amazon Web Services (AWS) is helping Scuderia Ferrari HP develop more accurate pit stop analysis techniques using machine learning (ML). Pit crews are trained to operate at optimum efficiency, although measuring their performance has been challenging, until now.

AWS 83

AWS Machine Learning Machine Learning ML 83

AWS Machine Learning Blog

NOVEMBER 19, 2024

In 2018, I sat in the audience at AWS re:Invent as Andy Jassy announced AWS DeepRacer —a fully autonomous 1/18th scale race car driven by reinforcement learning. At the time, I knew little about AI or machine learning (ML). The night before the finals, we learned that we had qualified because of a dropout.

AWS 112

AWS ML ML AI 112

Data Science Dojo

FEBRUARY 13, 2025

With rapid advancements in machine learning, generative AI, and big data, 2025 is set to be a landmark year for AI discussions, breakthroughs, and collaborations. Machine Learning & AI Applications Discover the latest advancements in AI-driven automation, natural language processing (NLP), and computer vision.

AI 294

AI AI Big Data Big Data 294

KDnuggets

NOVEMBER 9, 2021

Beginners in the field can often have many misconceptions about machine learning that sometimes can be a make-it-or-break-it moment for the individual switching careers or starting fresh.

Machine Learning 199

Machine Learning Machine Learning ML ML 199

ML @ CMU

MARCH 31, 2023

Our work further motivates novel directions for developing and evaluating tools to support human-ML interactions. Model explanations have been touted as crucial information to facilitate human-ML interactions in many real-world applications where end users make decisions informed by ML predictions.

ML 246

ML ML Algorithm Machine Learning 246

Smart Data Collective

SEPTEMBER 5, 2021

The advances in AI—particularly machine learning (ML)—have made SMS marketing more attractive and accountable as an advertising technique. What’s machine learning? Machine learning is a computer program’s ability to extract information, analyze big data, and learn from it.

Machine Learning 140

Machine Learning Machine Learning ML ML 140

KDnuggets

NOVEMBER 18, 2021

This is the guide on how to build a serverless data pipeline on AWS with a Machine Learning model deployed as a Sagemaker endpoint.

Data Pipeline 209

Data Pipeline AWS ML ML 209

Applied Data Science

AUGUST 2, 2021

This post is a bitesize walk-through of the 2021 Executive Guide to Data Science and AI  — a white paper packed with up-to-date advice for any CIO or CDO looking to deliver real value through data. Machine learning The 6 key trends you need to know in 2021 ? Download the free, unabridged version here.

Data Science 130

Data Science Data Scientist ML ML 130

AWS Machine Learning Blog

NOVEMBER 29, 2024

For example, marketing and software as a service (SaaS) companies can personalize artificial intelligence and machine learning (AI/ML) applications using each of their customer’s images, art style, communication style, and documents to create campaigns and artifacts that represent them. q3 sales rose 15.4 year-over-year (13.8%

AWS 108

AWS ML ML Machine Learning 108

Machine Learning (Theory)

JULY 19, 2021

By: Stefanie Jegelka and Ameet Talwalkar (ICML21 Communication Chairs) With ICML 2021 underway, we wanted to briefly highlight the upcoming invited talks. A general theme of the invited talks this year is “ machine learning for science.” He is a neurosurgeon and uses machine learning to understand brain functions.

ML 100

ML ML Machine Learning Machine Learning 100

How to Learn Machine Learning

MARCH 21, 2025

Artificial Intelligence (AI) and Machine Learning (ML) are rapidly advancing within the healthcare industry. While AI and ML offer the potential for more personalized treatments, there are still challenges in ensuring these solutions work effectively for patient populations. In Healthcare will be transformational.

ML 52

ML ML Machine Learning Machine Learning 52

Smart Data Collective

MAY 23, 2021

AI (Artificial Intelligence) and ML (Machine Learning) will bring improvement in Fintech in 2021 as the accuracy and personalization of payment, lending, and insurance services while also assisting in the discovery of new client pools. Automated Customer Service & Chatbots. Detection and prevention of fraud.

Artificial Intelligence 137

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 137

Data Science Dojo

SEPTEMBER 10, 2024

LLM companies are businesses that specialize in developing and deploying Large Language Models (LLMs) and advanced machine learning (ML) models. This platform enables developers to train custom machine learning models for natural language processing tasks, further broadening the scope and application of Google’s LLMs.

Machine Learning 369

Machine Learning Machine Learning Natural Language Processing ML 369

AWS Machine Learning Blog

NOVEMBER 26, 2024

By harnessing the power of threat intelligence, machine learning (ML), and artificial intelligence (AI), Sophos delivers a comprehensive range of advanced products and services. The Sophos Artificial Intelligence (AI) group (SophosAI) oversees the development and maintenance of Sophos’s major ML security technology.

Machine Learning 103

Machine Learning Machine Learning SQL ML 103

O'Reilly Media

SEPTEMBER 15, 2021

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. It isn’t surprising that employees see training as a route to promotion—especially as companies that want to hire in fields like data science, machine learning, and AI contend with a shortage of qualified employees.

AI 145

AI AI Azure AWS 145

Hacker News

JULY 26, 2024

The second edition of Deep Learning Interviews is home to hundreds of fully-solved problems, from a wide range of key topics in AI. It is designed to both rehearse interview or exam specific topics and provide machine learning MSc / PhD. students, and those awaiting an interview a well-organized overview of the field.

Deep Learning 115

Deep Learning Deep Learning Machine Learning Machine Learning 115

ODSC - Open Data Science

MARCH 22, 2023

Many companies are now utilizing data science and machine learning , but there’s still a lot of room for improvement in terms of ROI. Nevertheless, we are still left with the question: How can we do machine learning better? As a bonus, we’ll look into boosting your ML performance with smart upsampling.

Machine Learning 98

Machine Learning Machine Learning Data Science Artificial Intelligence 98

Dataconomy

MARCH 19, 2025

Tensor Processing Units (TPUs) represent a significant leap in hardware specifically designed for machine learning tasks. They are essential for processing large amounts of data efficiently, particularly in deep learning applications. TPUs are specialized hardware designed to accelerate and optimize machine learning workloads.

Machine Learning 91

Machine Learning Machine Learning Natural Language Processing Deep Learning 91

AWS Machine Learning Blog

MARCH 29, 2023

On November 30, 2021, we announced the general availability of Amazon SageMaker Canvas , a visual point-and-click interface that enables business analysts to generate highly accurate machine learning (ML) predictions without having to write a single line of code.

Machine Learning 98

Machine Learning Machine Learning ML ML 98

Towards AI

AUGUST 25, 2023

How to get started with an AI project Vackground on Unsplash Background Here I am assuming that you have read my previous article on How to Learn AI. Machine learning (ML) is a subset of AI that provides computer systems the ability to automatically learn and improve from experience without being explicitly programmed.

Machine Learning 98

Machine Learning Machine Learning AI AI 98

Applied Data Science

JANUARY 4, 2022

Hiding your 2021 resolution list under a glass of champagne? To write this post we shook the internet upside down for industry news and research breakthroughs and settled on the following 5 themes, to wrap up 2021 in a neat bow: ? In 2021, the following were added to the ever growing list of Transformer applications.

Artificial Intelligence 130

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 130

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. By providing multiple access points, SageMaker JumpStart helps you seamlessly incorporate pre-trained models into your AI/ML development efforts, regardless of your preferred interface or workflow.

AWS 123

AWS Machine Learning Machine Learning ML 123

AWS Machine Learning Blog

SEPTEMBER 18, 2024

What Zeta has accomplished in AI/ML In the fast-evolving landscape of digital marketing, Zeta Global stands out with its groundbreaking advancements in artificial intelligence. As an early adopter of large language model (LLM) technology, Zeta released Email Subject Line Generation in 2021.

AWS 129

AWS Machine Learning Machine Learning ML 129

The MLOps Blog

DECEMBER 28, 2022

The onset of the pandemic has triggered a rapid increase in the demand and adoption of ML technology. Building ML team Following the surge in ML use cases that have the potential to transform business, the leaders are making a significant investment in ML collaboration, building teams that can deliver the promise of machine learning.

ML 78

ML ML Data Scientist Machine Learning 78

Google Research AI blog

MARCH 30, 2023

Posted by Peter Mattson, Senior Staff Engineer, ML Performance, and Praveen Paritosh, Senior Research Scientist, Google Research, Brain Team Machine learning (ML) offers tremendous potential, from diagnosing cancer to engineering safe self-driving cars to amplifying human productivity. LAION or The Pile ).

ML 96

ML ML Algorithm Data Quality 96

AWS Machine Learning Blog

MAY 10, 2023

Project Jupyter is a multi-stakeholder, open-source project that builds applications, open standards, and tools for data science, machine learning (ML), and computational science. Given the importance of Jupyter to data scientists and ML developers, AWS is an active sponsor and contributor to Project Jupyter.

ML 108

ML ML AWS AI 108

AWS Machine Learning Blog

NOVEMBER 26, 2024

We also ask it to extend the table until 2025, and because the data is only until 2021, the model will have to extrapolate the values. About the Authors Mithil Shah is a Principal AI/ML Solution Architect at Amazon Web Services. He helps commercial and public sector customers use AI/ML to achieve their business outcome.

ML 112

ML ML AI AI 112

AWS Machine Learning Blog

OCTOBER 14, 2024

This script can be acquired directly from Amazon S3 using aws s3 cp s3://aws-blogs-artifacts-public/artifacts/ML-16363/deploy.sh. Based on the car listings provided, the 2021 Tesla Model 3 for sale seems most similar to the car you are interested in. us-east-1 or bash deploy.sh us-west-2 The stack may take up to 10 minutes to deploy.

AWS 132

AWS AI AI System Architecture 132

The MLOps Blog

APRIL 5, 2023

Have you ever spent weeks or months building a machine learning model, only to later find out that deploying it into a production environment is complicated and time-consuming? Machine learning model packaging is crucial to the machine learning development lifecycle.

ML 69

ML ML Machine Learning Machine Learning 69

The MLOps Blog

MARCH 21, 2023

Moving across the typical machine learning lifecycle can be a nightmare. As the number of ML-powered apps and services grows, it gets overwhelming for data scientists and ML engineers to build and deploy models at scale. How to understand your users (data scientists, ML engineers, etc.).

Machine Learning 69

Machine Learning Machine Learning Data Scientist ML 69

Mlearning.ai

NOVEMBER 29, 2023

How to Use Machine Learning (ML) for Time Series Forecasting — NIX United The modern market pace calls for a respective competitive edge. Data forecasting has come a long way since formidable data processing-boosting technologies such as machine learning were introduced.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

AWS Machine Learning Blog

OCTOBER 21, 2024

billion operating loss in Q4 2021.""" response: Some points to note This examples in this post are to demonstrate Custom Model Import and aren’t designed to be used in production. He has earned the title of one of the Youngest Indian Master Inventors with over 500 patents in the AI/ML and IoT domains. degree in Electrical Engineering.

AWS 143

AWS AI AI ML 143

Tableau

MAY 27, 2021

May 27, 2021 - 2:29pm. May 27, 2021. At this critical inflection point, they need guidance on how to improve and strengthen AI and machine learning (ML). Recent innovation in analytics and data science make it possible to integrate ML-driven insights directly into the flow of your analytics. Explore data .

Tableau 102

Tableau AWS Data Science ML 102

AWS Machine Learning Blog

APRIL 9, 2024

We ask “What was the Amazon’s revenue in 2019 and 2021?” For this example, the query is “What was the Amazon’s revenue in 2019 and 2021?” He specializes in Generative AI, Artificial Intelligence, Machine Learning, and System Design. Suyin Wang is an AI/ML Specialist Solutions Architect at AWS.

Machine Learning 139

Machine Learning Machine Learning AWS ML 139