Hacker News

AUGUST 7, 2024

The algorithms that determine Fitbit’s count Part of Fitbit’s challenge of getting from prototype to shippable product was software development. Instead, the device’s algorithms needed to determine what a step was and what was a different kind of motion—say, someone scratching their nose. Road noise was another big issue.

Algorithm 180

Algorithm 180

Kaggle

APRIL 20, 2020

In 2009 and 2010, I participated the UCSD/FICO data mining contests. What I tried and What ended up working I tried many different algorithms (mainly weka and matlab implementations) and feature sets in nearly 80 submissions. I’m also a part-time software developer for 11ants analytics.

Algorithm 61

Algorithm Data Mining Data Mining Data Mining 61

Ocean Protocol

FEBRUARY 21, 2024

Participants created machine learning algorithms to forecast future rates of accidents and fatalities using the available public data. Reus: 302 accidents FC#3 The most severe accidents 2010–2021: What makes up all these crashes the most or least often? The challenge questions can be read directly on Desights.ai.

Data Science 59

Data Science Data Visualization Data Scientist Machine Learning 59

Dataconomy

JUNE 15, 2023

Nonetheless, starting from around 2010, there has been a renewed surge of interest in the field. Aristotle’s ideas on logic and rationality have influenced the development of algorithms and reasoning systems in modern AI, creating the foundation of the timeline of artificial intelligence.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 103

Dataconomy

JULY 12, 2023

This enables recruiters and hiring managers to make more informed decisions by considering objective data and insights generated by AI algorithms. Through the analysis of extensive data sets, AI algorithms possess the ability to match candidates with job requirements with a higher degree of precision compared to human recruiters.

Algorithm 91

Algorithm AI AI Artificial Intelligence 91

Iguazio

AUGUST 3, 2023

The contributors recommend using algorithms like Apriori Algorithm to analyze the Market Basket Analysis. While this data is not fresh, it is from 2010-2012, we added it to the list because of the holiday sales data that can be used and could still be relevant. Get the dataset here. Get the retail dataset for analytics here.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Flipboard

MAY 16, 2023

After co-founder and CEO Munjal Shah sold his previous company, Like.com, a shopping comparison site, to Google in 2010, he spent the better part of the next decade building Hippocratic. ” AI in healthcare, historically, has been met with mixed success.

AI 179

AI AI Algorithm 179

AWS Machine Learning Blog

OCTOBER 10, 2023

Challenges in FL You can address the following challenges using algorithms running at FL servers and clients in a common FL architecture: Data heterogeneity – FL clients’ local data can vary (i.e., Despite these challenges of FL algorithms, it is critical to build a secure architecture that provides end-to-end FL operations.

AWS 108

AWS ML ML Algorithm 108

Towards AI

JULY 20, 2023

As the capabilities of high-powered computers and ML algorithms have grown, so have opportunities to improve the SLR process. New research has also begun looking at deep learning algorithms for automatic systematic reviews, According to van Dinter et al. This study by Bui et al.

Natural Language Processing 73

Natural Language Processing ML ML Support Vector Machines 73

O'Reilly Media

SEPTEMBER 19, 2023

And it (wisely) stuck to implementations of industry-standard algorithms. A common audience question was “can Hadoop run [my arbitrary analysis job or home-grown algorithm]?” Those algorithms packaged with scikit-learn? Other groups have tested evolutionary algorithms in drug discovery.

Hadoop 101

Hadoop Algorithm ML ML 101

Towards AI

MAY 8, 2024

Established by Google in 2010, it possesses a vast assortment of geospatial data containing of petabytes of data collected by multiple satellites, such as Sentinel, MODIS, Landsat, and more for analysis. What is Google Earth Engine?

Machine Learning 74

Machine Learning Machine Learning ML ML 74

Towards AI

FEBRUARY 18, 2024

This historical sales data covers sales information from 2010–02–05 to 2012–11–01. The main goal of the algorithm is to infer the expected effect a given intervention (or any action) had on some response variable by analyzing differences between expected and observed time series data.

Python 98

Python Data Preparation Algorithm AI 98

Data Science Dojo

OCTOBER 10, 2023

A Glimpse into the future : Want to be like a scientist who predicted the rise of machine learning back in 2010? These events often showcase how AI is being practically applied across diverse sectors – from enhancing healthcare diagnostics to optimizing financial algorithms and beyond.

AI 244

AI AI Artificial Intelligence Artificial Intelligence 244

Smart Data Collective

MARCH 17, 2020

Data Science is a field that extracts useful information from loads of structured and unstructured data using algorithms, statistics, and programming. The concept of data science was first introduced in 2001, but it started gaining popularity in 2010. Its primary focus is to use user-generated data to good use.

Data Science 98

Data Science Data Scientist Big Data Big Data 98

Hacker News

MAY 13, 2024

According to Constella, this email address was used in 2010 to register an account for a Dmitry Yurievich Khoroshev from Voronezh, Russia at the hosting provider firstvds.ru. But now, temporarily, until the service is fully automated, we are working using a different algorithm.” The algorithms used are AES + RSA.

Algorithm 181

Algorithm 181

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. She is also the recipient of the Best Paper Award at IEEE NetSoft 2016, IEEE ICC 2011, ONDM 2010, and IEEE GLOBECOM 2005. Cristian Torres is a Sr.

AWS 111

AWS ML ML AI 111

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 Machine Learning Deep Learning Deep Learning 123

O'Reilly Media

APRIL 23, 2024

Why is it that Amazon, which has positioned itself as “the most customer-centric company on the planet,” now lards its search results with advertisements, placing them ahead of the customer-centric results chosen by the company’s organic search algorithms, which prioritize a combination of low price, high customer ratings, and other similar factors?

Algorithm 110

Algorithm AI AI Cloud Computing 110

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.

AI 158

AI AI Deep Learning Deep Learning 158

AWS Machine Learning Blog

NOVEMBER 26, 2024

However, LLMs such as Anthropic’s Claude 3 Sonnet on Amazon Bedrock can also perform these tasks using zero-shot prompting, which refers to a prompting technique to give a task to the model without providing specific examples or training for that specific task.

ML 89

ML ML AI AI 89

DataRobot

JULY 6, 2021

The Behavioural Insights Team, also known unofficially as the “Nudge Unit,” was founded by the UK government in 2010 to use behavioral science to make public policies and services more effective. Use advanced machine learning algorithms to deeply understand customer purchasing behavior.

AI 105

AI AI Machine Learning Machine Learning 105

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.

Clustering 119

Clustering AWS Database ML 119

Smart Data Collective

JANUARY 27, 2022

Did you know that big data consumption increased 5,000% between 2010 and 2020 ? recognize objects; give meaningful answers to questions; reach decisions that traditional computer algorithms cannot make. This should come as no surprise. It is going to continue to change the workforce in the process. With their help, AI learns to.

Big Data 132

Big Data Big Data Internet of Things Data Analyst 132

Mlearning.ai

JANUARY 31, 2023

Control algorithm. It provides an out-of-the-box implementation of Madgwick’s filter , an algorithm that fuses angular velocities (from the gyroscope) and linear accelerations (from the accelerometer) to compute an orientation wrt the Earth’s magnetic field. Depending on the context, this assumption may be too optimistic.

Clustering 52

Clustering Algorithm Machine Learning Machine Learning 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.

AWS 91

AWS ML ML Clustering 91

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.

Database 52

Database Clustering Data Modeling Data Models 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. Administrator Workflow Contextual search Search a set of indexed code snippets based on a few lines of code above the cursor and retrieve relevant code snippets.

AWS 98

AWS Natural Language Processing K-nearest Neighbors Computer Science 98

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.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

Hacker News

FEBRUARY 24, 2024

In 2010, Japan’s Ikaros probe to Venus demonstrated the use of a solar sail for interplanetary travel for the first time. Solutions found through diffusion and selection were superior to algorithmically or human-designed ones, but it was rare that they could be reverse-engineered or their working principles even understood.

Azure 179

Azure AI AI Algorithm 179

ML Review

JUNE 4, 2018

Finally, one can use a sentence similarity evaluation metric to evaluate the algorithm. One such evaluation metric is the Bilingual Evaluation Understudy algorithm, or BLEU score. The idea of sampling an attention trajectory as an estimation was taken from a Reinforcement Learning algorithm called REINFORCE[88]. Paragios N.

Deep Learning 52

Deep Learning Deep Learning Algorithm Machine Learning 52

AWS Machine Learning Blog

DECEMBER 6, 2023

Overview of RAG RAG solutions are inspired by representation learning and semantic search ideas that have been gradually adopted in ranking problems (for example, recommendation and search) and natural language processing (NLP) tasks since 2010. The search precision can also be improved with metadata filtering.

SQL 117

SQL AWS Analytics Analytics 117

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.

ML 122

ML ML Machine Learning Machine Learning 122

Mlearning.ai

JULY 20, 2023

In the intricate world of machine learning algorithms, probability serves as the foundational pillar. To truly decipher the mechanisms and theories of these algorithms, it’s essential to have a firm understanding of probability fundamentals. Generates a bar chart depicting the count of rainy days in June from 2010 to 2022. .

Python 52

Python Algorithm Machine Learning Machine Learning 52

Hacker News

AUGUST 29, 2024

And in 2010 I started my own blog. Usually these are what one can think of as “algorithmic diagrams”—created automatically with a structure optimized for exposition. Then in the 1990s I had another channel: putting everything together into what became my book A New Kind of Science. At first I mostly just wrote small, fun pieces.

Machine Learning 182

Machine Learning Machine Learning AI AI 182

DrivenData Labs

SEPTEMBER 10, 2024

Advance algorithms and analytic approaches for early prediction of AD/ADRD, with an emphasis on explainability of predictions. Top solvers from Phase 2 demonstrate algorithmic approaches on diverse datasets and share their results at an innovation event. Phase 2 [Build IT!] Phase 3 [Put IT All Together!]

Machine Learning 147

Machine Learning Machine Learning Computer Science Computer Science 147

Hacker News

FEBRUARY 2, 2023

After A New Kind of Science was published in 2002, we started our annual Wolfram Summer School (at first called the NKS Summer School)—and in 2010 our High School Summer Camp. At the time of the book STEP used an n 2 algorithm where all pairs of particles were tested for collisions; later a neighborhood-based linked list method was used.

Machine Learning 168

Machine Learning Machine Learning Algorithm Analytics 168

Flipboard

NOVEMBER 22, 2023

This dataset aims to accelerate the development of event-based algorithms and methods for edge cases encountered by autonomous systems in dynamic environments. 94-171) Demonstration Noisy Measurement File from United States Census Bureau What are people doing with open data?

AWS 100

AWS Machine Learning Machine Learning ML 100