AWS Machine Learning Blog

OCTOBER 10, 2024

Amazon Lookout for Vision , the AWS service designed to create customized artificial intelligence and machine learning (AI/ML) computer vision models for automated quality inspection, will be discontinuing on October 31, 2025.

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ML @ CMU

JANUARY 8, 2025

Learning How to Answer Can Generalize Beyond To address the above issue, one emerging idea is to allow models to use test-time compute to find meta strategies or algorithms that can help them understand how to arrive at a good response. Figure 2: Examples of two algorithms and the corresponding stream of tokens generated by each algorithm.

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ODSC - Open Data Science

JUNE 4, 2025

At the ODSC East 2025 keynote, Dr. J. ABM enables scenario analysis that goes beyond equilibrium assumptions, while AI algorithms improve forecasting accuracy under uncertainty. Integration with ML workflows: ABM agents can incorporate ML-based decision logic, enabling hybrid models that learn from data and simulate long-term impacts.

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Dataconomy

FEBRUARY 6, 2024

With the ability to analyze a vast amount of data in real-time, identify patterns, and detect anomalies, AI/ML-powered tools are enhancing the operational efficiency of businesses in the IT sector. Why does AI/ML deserve to be the future of the modern world? Let’s understand the crucial role of AI/ML in the tech industry.

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ML @ CMU

APRIL 18, 2025

We show that such benchmarks do not provide an accurate measure of whether or not unlearning has occurred, making it difficult to evaluate whether new algorithms are truly making progress on the problem of unlearning. Note that we do not modify or attack the algorithms , only change the evaluation queries.

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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). Modernizing through partnership with AWS The partnership with AWS is helping Scuderia Ferrari HP modernize the challenging process of pit stop analysis, by using the cloud and ML.

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ODSC - Open Data Science

JUNE 6, 2025

cuML brings GPU-acceleration to UMAP and HDBSCAN , in addition to scikit-learn algorithms. It dramatically improves algorithm performance for data-intensive tasks involving tens to hundreds of millions of records. To test drive cuML, try this notebook in Colab, and make sure to select a GPU runtime before getting started.

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Dataconomy

JULY 30, 2019

A recent survey of over 225 enterprise Data Scientists, AI technologists and business stakeholders involved in active AI and machine learning (ML) projects, suggests that for most organizations, it’s still early days for AI technology. The AI market is projected to become a $190 billion industry by 2025 ( according.

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ML @ CMU

APRIL 9, 2025

In contrast, Copilot Arena users are working on a diverse set of realistic tasks, including but not limited to frontend components, backend logic, and ML pipelines. those in Figure 4) primarily evaluate models on Python algorithmic problems with short context. 40% of Chatbot Arenas coding tasks contain code context and only 2.6%

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Flipboard

JANUARY 14, 2025

Here is an example of a scenario and corresponding assertions for assertion-based benchmarking: Goals : User needs the weather conditions expected in Las Vegas for tomorrow, January 5, 2025. Assertions : User is informed about the weather forecast for Las Vegas tomorrow, January 5, 2025. She obtained her Ph.D.

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Towards AI

JANUARY 6, 2025

TOP 20 AI CERTIFICATIONS TO ENROLL IN 2025 Ramp up your AI career with the most trusted AI certification programs and the latest artificial intelligence skills. Sam Altman, CEO, of OpenAI, predicts AGI could arrive by 2025. Author(s): Jennifer Wales Originally published on Towards AI. Read on to explore the best 20 courses worldwide.

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Data Science Dojo

APRIL 25, 2025

By basing decisions on data and algorithms rather than gut feelings, businesses can reduce the influence of bias in critical systems. You will need to implement algorithms that let it choose actions on its own. While AI isn’t inherently unbiased, agentic AI can be trained and monitored to operate with fairness and transparency.

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Dataconomy

SEPTEMBER 13, 2023

By 2025, a mind-boggling 463 exabytes of data will be created daily worldwide. These tasks are indispensable, as algorithms heavily rely on pattern recognition to make informed decisions. Data Annotation in AI & ML At the heart of the Machine Learning (ML) journey lies the crucial step of data annotation.

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How to Learn Machine Learning

APRIL 4, 2025

Top Trends and Innovation in AI and the Future – 2025 What does the future of AI look like? ML algorithms will analyze vast datasets and identify patterns which indicate potential cyberattacks, and reduce response times and prevent data breaches.

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Data Science Dojo

FEBRUARY 6, 2025

These models are trained using vast datasets and powered by sophisticated algorithms. billion by 2025. Data annotation is the process of labeling data to make it understandable and usable for machine learning (ML) models. According to a report by MarketsandMarkets , the AI training dataset market is expected to grow from $1.2

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DrivenData Labs

APRIL 8, 2025

Based on what is available as of April 2025, we generally recommend openSMILE for extracting traditional acoustic features because it is easy to use and has good coverage. Overall, we recommend openSMILE for general ML applications. TLDR ¶ So what package should I use? It is focused on analyzing both speech and music.

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Flipboard

JUNE 4, 2025

In 2024, climate disasters caused more than $417B in damages globally, and theres no slowing down in 2025 with LA wildfires that destroyed more than $135B in the first month of the year alone. He partners with top generative AI model builders, strategic customers, and AWS Service Teams to enable the next generation of AI/ML workloads on AWS.

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AWS Machine Learning Blog

OCTOBER 9, 2024

Amazon Lookout for Metrics is a fully managed service that uses machine learning (ML) to detect anomalies in virtually any time-series business or operational metrics—such as revenue performance, purchase transactions, and customer acquisition and retention rates—with no ML experience required. To learn more, see the documentation.

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ODSC - Open Data Science

APRIL 1, 2025

At ODSC East 2025 , were bringing together pioneers and practitioners who are pushing the boundaries of whats possible with LLMs, RAG, knowledge graphs, and autonomous agents. Youll explore the latest algorithms, training setups, and real-world applications. Heres a sneak peek at the sessions you wont want tomiss: 1.

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Data Science Dojo

JANUARY 18, 2023

This makes them susceptible to exploitation from expensive moneylenders or loan sharks in the informal financial sector. AI and machine learning algorithms however can reduce this discrepancy.

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ODSC - Open Data Science

MARCH 18, 2025

Sinan Ozdemir, AI & LLM Expert | Author | Founder + CTO of LoopGenius A former Director of Data Science at Directly and AI advisor to Tola Capital, he brings deep expertise in LLMs, machine learning, and algorithm development. Learn more about ODSC East 2025 here and use this link for an additional 10%off.

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AWS Machine Learning Blog

NOVEMBER 26, 2024

Create a row for every 5 years starting from 1950 to 2025. 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.

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AWS Machine Learning Blog

MAY 28, 2025

The second approach is using SageMaker JumpStart, a machine learning (ML) hub, with foundation models (FMs), built-in algorithms, and pre-built ML solutions. Deploy the model through the SageMaker JumpStart UI SageMaker JumpStart provides a user-friendly interface for deploying pre-built ML models with just a few clicks.

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AWS Machine Learning Blog

MARCH 26, 2025

Amazon SageMaker JumpStart is a machine learning (ML) hub that provides pre-trained models, solution templates, and algorithms to help developers quickly get started with machine learning. Today, we are announcing an enhanced private hub feature with several new capabilities that give organizations greater control over their ML assets.

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ODSC - Open Data Science

MARCH 19, 2025

From LLMOps and AI agents to real-time data pipelines and enterprise AI deployment, this years ODSC East 2025 sessions offer practical insights from industry leaders who have tackled these challenges head-on. AI, ChatGPT, and ML rely on believable data, yet much of todays data is unstable, unstructured, and unreliable.

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Data Science Dojo

SEPTEMBER 12, 2024

For example, Amazon uses machine learning algorithms to analyze past purchases and browsing history, providing personalized shopping experiences that boost sales and customer satisfaction. Algorithmic Bias If the underlying data lacks diversity, it can lead to biased and problematic marketing messages.

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Towards AI

FEBRUARY 11, 2025

Last Updated on February 12, 2025 by Editorial Team Author(s): Harshit Kandoi Originally published on Towards AI. 🚀 MLflow Experiment Tracking: The Ultimate Beginners Guide to Streamlining ML Workflows Photo by Alvaro Reyes on Unsplash Introduction Have you ever felt that you were losing command over your machine-learning projects?

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Dataconomy

AUGUST 3, 2023

Travel industry players are excited about predictions that AI could add around $1 trillion extra to the global tourism industry by 2025. They’ve long used AI’s little brother Machine Learning (ML) for demand and price management in the airline, hotel, and transport industries. But the travel industry is not new to AI. AI is (merely!)

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Pickl AI

DECEMBER 10, 2024

Businesses harness these innovations for real-time analytics, operational efficiency, and data democratisation, ensuring competitiveness in 2025. This article highlights the key Data Analytics trends shaping 2025, empowering businesses to leverage cutting-edge insights and stay ahead in an increasingly data-driven world.

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ODSC - Open Data Science

FEBRUARY 25, 2025

At ODSC East 2025 , were excited to present 12 curated tracks designed to equip data professionals, machine learning engineers, and AI practitioners with the tools they need to thrive in this dynamic landscape. Machine Learning TrackDeepen Your ML Expertise Machine learning remains the backbone of AI innovation.

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Pickl AI

JANUARY 9, 2025

Summary: Operations Analyst job in 2025 are integral to improving efficiency, data analysis, and process optimisation. Introduction The Operations Analyst Job has evolved significantly in 2025, adapting to the fast-paced, tech-driven business landscape. Their roles now include using advanced technologies like AI and automation.

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How to Learn Machine Learning

MAY 1, 2025

AWS provides users with the capability to begin with their pre-built models before transitioning to custom solutions based on business expansion.

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Towards AI

FEBRUARY 18, 2025

It has already inspired me to set new goals for 2025, and I hope it can do the same for other ML engineers. With its more than a dozen optimisation and noval algorithms, it was able to achieve same or even better performance with a fraction of the cost and resources of other leading LLM.

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ODSC - Open Data Science

MARCH 6, 2025

This one-day virtual event explores AI-powered forecasting methods, emerging foundation models like TimeGPT, practical techniques for improving forecast accuracy, and optimization strategies using genetic algorithms. The ODSC East 2025 Preliminary Schedule isLIVE! Registertoday! Register now for 30%off!

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ODSC - Open Data Science

JANUARY 6, 2025

Were thrilled to introduce you to the leading experts and passionate data and AI practitioners who will be guiding you through an exploration of the latest in AI and data science at ODSC East 2025 this May 13th to 15th. These luminaries come from the companies and institutions at the forefront of innovation. How can I meetthem?

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AWS Machine Learning Blog

OCTOBER 27, 2023

Gartner predicts that “by 2025, 30% of outbound marketing messages from large organizations will be synthetically generated.” Developers can use Amazon Personalize to build applications powered by the same type of machine learning (ML) technology used by Amazon.com for real-time personalized recommendations. Jingwen Hu is a Sr.

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ODSC - Open Data Science

MARCH 4, 2025

Editors note: Evaline Ju and Gaurav Kumbhat are speakers for ODSC East 2025 this May 13th to 15th. Her previous experience includes MLOps for IBMs cloud ML offerings. His previous experience includes customization of language models, developing NLP algorithms, MLOps for IBM cloud ML offerings. LinkedIn: [link]

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