databricks

JULY 11, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

Business Intelligence 175

Business Intelligence Business Intelligence Artificial Intelligence Artificial Intelligence 175

Flipboard

NOVEMBER 21, 2024

Define the text generation configuration AutoMLV2 automates the entire ML process, from data preprocessing to model training and deployment. This configuration acts as a guide, helping SageMaker Autopilot understand the nature of your problem and select the most appropriate algorithm or approach.

AWS 130

AWS ML ML Algorithm 130

AWS Machine Learning Blog

JANUARY 6, 2025

It usually comprises parsing log data into vectors or machine-understandable tokens, which you can then use to train custom machine learning (ML) algorithms for determining anomalies. You can adjust the inputs or hyperparameters for an ML algorithm to obtain a combination that yields the best-performing model.

Python 111

Python AWS ML ML 111

AWS Machine Learning Blog

JANUARY 22, 2025

On our SASE management console, the central events page provides a comprehensive view of the events occurring on a specific account. With potentially millions of events over a selected time range, the goal is to refine these events using various filters until a manageable number of relevant events are identified for analysis.

Natural Language Processing 111

Natural Language Processing Machine Learning Machine Learning ML 111

ODSC - Open Data Science

JULY 4, 2025

Whether you’re a data scientist, ML engineer, AI architect, or decision‑maker, these tracks offer curated content that spans foundational theory, hands‑on implementation, and strategic insight. This event is a prime chance to sharpen your expertise and engage with the future of AI. Strongly practical and deployment-focused.

Deep Learning 52

Deep Learning Deep Learning ML ML 52

Flipboard

JUNE 20, 2025

Several experiments show that models trained on false reasoning traces and correct results can learn to solve problems just as well as models trained on well-curated reasoning traces.

ML 171

ML ML AI AI 171

Pickl AI

APRIL 4, 2025

These tools enable data analysis, model building, and algorithm optimization, forming the backbone of ML applications. Introduction Machine Learning (ML) often seems like magic. Feed data into an algorithm, and out comes predictions, classifications, or insights that seem almost intuitive.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Flipboard

JULY 9, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter 5 Ways to Transition Into AI from a Non-Tech Background You have a non-tech background?

Machine Learning 151

Machine Learning Machine Learning Natural Language Processing Data Science 151

KDnuggets

JULY 11, 2025

Most generative AI work happens at the application layer, using APIs and frameworks rather than implementing algorithms from scratch. Quality Evaluation and Testing : Unlike traditional ML models with clear accuracy metrics, evaluating generative AI requires more sophisticated approaches.

AI 307

AI AI Machine Learning Machine Learning 307

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.

AWS 79

AWS Machine Learning Machine Learning ML 79

Pickl AI

FEBRUARY 17, 2025

It uses predictive modelling to forecast future events and adaptiveness to improve with new data, plus generalization to analyse fresh data. This scenario highlights a common reality in the Machine Learning landscape: despite the hype surrounding ML capabilities, many projects fail to deliver expected results due to various challenges.

Machine Learning 52

Machine Learning Machine Learning Supervised Learning ML 52

Data Science Dojo

FEBRUARY 6, 2025

These models are trained using vast datasets and powered by sophisticated algorithms. Data annotation is the process of labeling data to make it understandable and usable for machine learning (ML) models. Video annotation identifies and marks objects, actions, and events across video frames.

AI 243

AI AI ML ML 243

Towards AI

MARCH 6, 2025

However, people intuitively think of luck as an independent random event, in the way that we think about tossing a coin and having a 5050 chance of landing on heads no matter what the outcome of the previous toss was. I find that life does not necessarily reflect this.

Algorithm 94

Algorithm AI AI ML 94

Pickl AI

MARCH 24, 2025

Compared to traditional models, adaptive ML enhances prediction accuracy significantly. Adaptive ML improves decision-making by utilizing the most relevant and current data available. For instance, in finance, market conditions can change rapidly due to economic shifts or geopolitical events.

Machine Learning 52

Machine Learning Machine Learning Algorithm Artificial Intelligence 52

AWS Machine Learning Blog

NOVEMBER 26, 2024

Set up a test event as illustrated in the following screenshot. Improved trading and investment platforms – AI algorithms can potentially execute trades faster and more optimally than human traders. To reset cache } Test the solution To test your cache using the Lambda console, open the Functions page.

AWS 123

AWS Machine Learning Machine Learning AI 123

AWS Machine Learning Blog

OCTOBER 23, 2024

At its core, Amazon Bedrock provides the foundational infrastructure for robust performance, security, and scalability for deploying machine learning (ML) models. The architecture employs an event-driven model, where the completion of one snap triggers the next step in the workflow.

AI 91

AI AI AWS Database 91

AWS Machine Learning Blog

APRIL 3, 2025

AI/ML and generative AI: Computer vision and intelligent insights As drones capture video footage, raw data is processed through AI-powered models running on Amazon Elastic Compute Cloud (Amazon EC2) instances. It even aids in synthetic training data generation, refining our ML models for improved accuracy.

AWS 115

AWS AI AI ML 115

ML @ CMU

APRIL 23, 2025

The paper analyzes two families of self-improvement algorithms: one based on supervised fine-tuning (SFT) and one on reinforcement learning (RLHF). They develop a sound algorithm that identifies both causal relationships and selection mechanisms, demonstrating its effectiveness through experiments on both synthetic and real-world data.

Algorithm 170

Algorithm Machine Learning Machine Learning AI 170

AWS Machine Learning Blog

FEBRUARY 5, 2025

Previously, OfferUps search engine was built with Elasticsearch (v7.10) on Amazon Elastic Compute Cloud (Amazon EC2), using a keyword search algorithm to find relevant listings. The search microservice processes the query requests and retrieves relevant listings from Elasticsearch using keyword search (BM25 as a ranking algorithm).

K-nearest Neighbors 92

K-nearest Neighbors Machine Learning Machine Learning Database 92

AWS Machine Learning Blog

JANUARY 7, 2025

AI systems, as well as the infrastructure in which they are deployed, are said to be resilient if they can withstand unexpected adverse events or unexpected changes in their environment or use. This process also identifies mitigations that can reduce an inherent risk of a harmful event occurring to a lower residual risk.

AWS 111

AWS AI AI Database 111

AWS Machine Learning Blog

JANUARY 21, 2025

Analyzing past trends while accounting for impacts ranging from seasons to world events provides insights to guide business planning. In this post, we show you how Amazon Web Services (AWS) helps in solving forecasting challenges by customizing machine learning (ML) models for forecasting.

ML 101

ML ML Algorithm AWS 101

Pickl AI

NOVEMBER 4, 2024

Mathematics is critical in Data Analysis and algorithm development, allowing you to derive meaningful insights from data. Linear algebra is vital for understanding Machine Learning algorithms and data manipulation. Scikit-learn covers various classification , regression , clustering , and dimensionality reduction algorithms.

Data Science 52

Data Science Python Machine Learning Machine Learning 52

AWS Machine Learning Blog

NOVEMBER 21, 2024

Event extraction: Extracts the bucket name and PDF key from the incoming event payload. It receives the event and context parameters. The code snippet that follows provides a sample of the code used to extract the images from the PDF file and save them back to S3. Directory creation: Ensures the directory for images exists.

AWS 83

AWS AI AI Machine Learning 83

AWS Machine Learning Blog

FEBRUARY 6, 2025

These variables often involve complex sequences of events, combinations of occurrences and non-occurrences, as well as detailed numeric calculations or categorizations that accurately reflect the diverse nature of patient experiences and medical histories.

Natural Language Processing 89

Natural Language Processing AI AI Machine Learning 89

ODSC - Open Data Science

JUNE 12, 2025

The Agentic AI Summit 2025  — a three-week virtual event running from July 16 to 31 — is proud to feature an exceptional lineup of speakers driving innovation in autonomous AI. She is the co-author of Graph Algorithms and Knowledge Graphs from O’Reilly, and a contributor to Massive Graph Analytics (Routledge) and AI on Trial (Bloomsbury).

Machine Learning 52

Machine Learning Machine Learning AI AI 52

ML @ CMU

JULY 8, 2025

High-Dimensional Prediction for Sequential Decision Making Authors: Georgy Noarov, Ramya Ramalingam, Aaron Roth, Stephan Xie This paper presents a new algorithmic framework for making reliable, multi-dimensional forecasts in adversarial, nonstationary environments. weather or route choice). weather or route choice).

Supervised Learning 213

Supervised Learning Machine Learning Machine Learning Algorithm 213

ODSC - Open Data Science

JULY 14, 2025

Prior to starting LangChain, he led the ML team at Robust Intelligence (an MLOps company focused on testing and validation of machine learning models), led the entity linking team at Kensho (a fintech startup), and studied stats and CS at Harvard. Emmanuel has worked on ML pipelines since 2017 at Instacart and Cruise.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

ODSC - Open Data Science

JULY 3, 2025

Prior to starting LangChain, he led the ML team at Robust Intelligence (an MLOps company focused on testing and validation of machine learning models), led the entity linking team at Kensho (a fintech startup), and studied stats and CS at Harvard. Emmanuel has worked on ML pipelines since 2017 at Instacart and Cruise.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

AWS Machine Learning Blog

FEBRUARY 10, 2025

The platforms advanced AI algorithms can automatically detect subjects of interest, crop the images, and optimize thousands of images simultaneously while providing consistent quality and brand compliance. Retailers and sports organizations expect rapid turnaround without compromising image integrity.

AWS 92

AWS AI AI Algorithm 92

ODSC - Open Data Science

JANUARY 29, 2025

Model Explanations: Algorithms provide human-readable summaries of their predictions, aiding user comprehension. Neuroscience-Inspired Approaches: Drawing inspiration from the human brain, researchers are developing algorithms that mimic neural mechanisms to enhance grounding. Register now for only$299!

AI 40

AI AI Data Scientist Algorithm 40

Flipboard

JUNE 16, 2025

Data Structures and Algorithms (DSA): Why: Fundamental for clearing coding interviews across software development roles. If undecided, begin with DSA and a versatile language like Python, which can later transition into ML or web development. Most Sought-After Skills 1. Languages: Java and Python are popular choices for practising DSA.

Python 56

Python AWS Machine Learning Machine Learning 56

Dataconomy

MAY 9, 2025

As traditional testing methods evolve, integrating advanced technologies like machine learning (ML) offers a new frontier for improving testing processes. Machine learning, in the context of software testing, refers to the application of algorithms that enable systems to learn from data and improve their performance over time.

Machine Learning 91

Machine Learning Machine Learning ML ML 91

Hacker News

JULY 1, 2025

I originally wanted to program numerical libraries for such systems, but I ended up doing AI/ML instead. I want to go deeper into this niche, do more CUDA programming, explore tiling DSLs such as Triton, get to know Jax and XLA and study, use and build ML compilers. Some: React, IoT, bit o elm, ML, LLM ops and auotmation.

Python 65

Python AWS SQL ML 65

AWS Machine Learning Blog

FEBRUARY 12, 2025

His expertise is in reproducible and end-to-end AI/ML methods, practical implementations, and helping global customers formulate and develop scalable solutions to interdisciplinary problems. With a strong background in AI/ML, Ishan specializes in building Generative AI solutions that drive business value.

AWS 112

AWS Machine Learning Machine Learning AI 112

Flipboard

FEBRUARY 28, 2025

Validating AI algorithms performance through benchmarking is a critical step before they can be integrated into clinical practice. In the scientific community, this benchmarking process is facilitated through challenges that allow comparison and competition to accelerate the development of cutting-edge algorithms for clinical use cases.

Algorithm 65

Algorithm AWS AI AI 65

Flipboard

APRIL 22, 2025

If you dont have an AWS account, follow the instructions to create one, unless you have been provided event engine details. This could result from document parsing errors or a ranking algorithm with a limited top-K selection. He is focusing on AI/ML and IoT. AI/ML Solutions Architect at Amazon Web Services.

AWS 130

AWS AI AI ML 130

Pickl AI

FEBRUARY 23, 2025

These tools leverage advanced algorithms and methodologies to process large datasets, uncovering valuable insights that can drive strategic decision-making. uses Hadoop to process over 24 petabytes of data daily, enabling them to improve their search algorithms and ad targeting. Use Cases : Yahoo!

Big Data 52

Big Data Big Data Apache Hadoop Apache Kafka 52