Hacker News

AUGUST 30, 2024

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Algorithm 110

Algorithm 110

KDnuggets

DECEMBER 14, 2021

From heuristic to algorithmic feature selection techniques for data science projects.

Data Science 400

Data Science Algorithm Machine Learning Machine Learning 400

KDnuggets

NOVEMBER 29, 2021

Check out this tutorial on how to approach sentiment classification with supervised machine learning algorithms.

Machine Learning 400

Machine Learning Machine Learning Algorithm Analytics 400

KDnuggets

NOVEMBER 17, 2021

We describe types of recommender systems, more specifically, algorithms and methods for content-based systems, collaborative filtering, and hybrid systems.

Algorithm 400

Algorithm 400

KDnuggets

DECEMBER 24, 2021

In this article, I describe 3 alternative algorithms to select predictive features based on a feature importance score. Feature selection methodologies go beyond filter, wrapper and embedded methods.

Machine Learning 400

Machine Learning Machine Learning Algorithm Data Preparation 400

Hacker News

JUNE 8, 2024

The way to minimize tech debt is to view a software development process as an algorithm, consider several algorithms, and choose the right one for the circumstances. Ward Cunningham coined the term technical debt to describe those design distortions.1

Algorithm 140

Algorithm 140

Hacker News

APRIL 23, 2023

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Algorithm 113

Algorithm 113

KDnuggets

NOVEMBER 19, 2021

Want to know the difference between distributed and federated learning? Read this article to find out.

Algorithm 208

Algorithm 208

Smart Data Collective

OCTOBER 16, 2022

AI technology has helped investors make automated trades with algorithmic trading. Algorithmic trading for short-selling with AI Technology. But, there’s another way to do it, which is algorithmic trading which relies on AI algorithms. Algorithmic trading short-selling solutions. from 2022 to 2027.

Algorithm 140

Algorithm AI AI Artificial Intelligence 140

Flipboard

JANUARY 6, 2024

The assessment of Dogecoin’s (DOGE) value remains a key focus, with investors monitoring whether the meme coin can reach the highs seen in 2021. …

Machine Learning 143

Machine Learning Machine Learning Algorithm 143

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 ? Case-studies from real-life business scenarios and advice you can act on.

Data Science 130

Data Science Data Scientist ML ML 130

Hacker News

JULY 6, 2024

“A reasonable hypothesis for why ChatGPT can do better with algorithm problems before 2021 is that these problems are frequently seen in the training dataset.” However, when it comes to the algorithm problems after 2021, ChatGPT’s ability to generate functionally correct code is affected. percent after this time as well.

Algorithm 182

Algorithm Python AI AI 182

Smart Data Collective

AUGUST 1, 2022

However, some have started using AI to automate many trading decisions with algorithmic trading. Algorithmic trading refers to a method of trading based on pre-programmed instructions fed to a computer. The AI algorithms that it uses can identify trading opportunities most humans would have missed. from 2022 to 2027.

Algorithm 126

Algorithm AI AI Python 126

Flipboard

MARCH 6, 2023

It was October 2021, and Imane, a 44-year-old mother of three, was still in pain from the abdominal surgery she had undergone a few weeks earlier. …

Algorithm 123

Algorithm Machine Learning Machine Learning 123

Hacker News

MARCH 23, 2025

[Updated on 2020-09-03: Updated the algorithm of SARSA and Q-learning so that the difference is more pronounced. Updated on 2021-09-19: Thanks to , we have this post in Chinese].

Algorithm 135

Algorithm 135

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

KDnuggets

DECEMBER 20, 2021

Also: 5 Key Skills Needed To Become a Great Data Scientist; A Full End-to-End Deployment of a Machine Learning Algorithm into a Live Production Environment; The 5 Characteristics of a Successful Data Scientist; Top Resources for Learning Statistics for Data Science.

Data Scientist 306

Data Scientist Machine Learning Machine Learning Data Science 306

Towards AI

NOVEMBER 16, 2024

Keswani’s Algorithm introduces a novel approach to solving two-player non-convex min-max optimization problems, particularly in differentiable sequential games where the sequence of player actions is crucial. Keswani’s Algorithm: The algorithm essentially makes response function : maxy∈{R^m} f (.,

Algorithm 105

Algorithm ML ML AI 105

Dataconomy

FEBRUARY 26, 2025

Liang, who began his career in smart imaging and later managed a research team, was praised for hiring top algorithm engineers and fostering a collaborative environment. The firm allocated 70% of its revenue towards AI research, building two supercomputing AI clusters, including one consisting of 10,000 Nvidia A100 chips during 2020 and 2021.

Data Scientist 127

Data Scientist Clustering AI AI 127

KDnuggets

DECEMBER 22, 2021

Write Clean Python Code Using Pipes; 5 Key Skills Needed To Become a Great Data Scientist; A Full End-to-End Deployment of a Machine Learning Algorithm into a Live Production Environment; The 5 Characteristics of a Successful Data Scientist; Top Resources for Learning Statistics for Data Science.

Data Scientist 271

Data Scientist Python Data Science Machine Learning 271

IBM Journey to AI blog

APRIL 11, 2023

The new rules, which passed in December 2021 with enforcement , will require organizations that use algorithmic HR tools to conduct a yearly bias audit. Learn more about an AI HR/Talent Strategy The post Global executives and AI strategy for HR: How to tackle bias in algorithmic AI appeared first on IBM Blog.

Algorithm 111

Algorithm AI AI Machine Learning 111

Hacker News

FEBRUARY 9, 2023

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Algorithm 94

Algorithm 94

Data Science Dojo

FEBRUARY 15, 2023

Ultimately, we can use two or three vital tools: 1) [either] a simple checklist, 2) [or,] the interdisciplinary field of project-management, and 3) algorithms and data structures. In addition to the mindful use of the above twelve elements, our Google-search might reveal that various authors suggest some vital algorithms for data science.

K-nearest Neighbors 195

K-nearest Neighbors Decision Trees Support Vector Machines Data Science 195

Smart Data Collective

FEBRUARY 4, 2021

There are 7 key elements to keep in mind when putting together a powerful video marketing campaign for 2021. There are a lot of great budgeting tools that use the latest big data algorithms. The post 7 Data-Driven Hacks to Create a Spectacular Video Marketing Campaign For 2021 appeared first on SmartData Collective.

Big Data 120

Big Data Big Data Data Mining Data Mining 120

Flipboard

FEBRUARY 9, 2023

In 2021, Runway worked with researchers at the University of Munich to create Stable Diffusion, one of the major machine learning algorithms that brought generative AI into the spotlight. Now the company is back with Gen-1, a new model that can transform pre-existing videos by following textual prompts provided by.

Machine Learning 123

Machine Learning Machine Learning Algorithm AI 123

Data Science Dojo

OCTOBER 4, 2024

According to the Bureau of Labor Statistics , the outlook for information technology and computer science jobs is projected to grow by 15 percent between 2021 and 2031, a rate much faster than the average for all occupations. They employ tools such as algorithms and predictive models to forecast future trends based on present data.

Computer Science 418

Computer Science Computer Science Database Administration Data Scientist 418

Hacker News

APRIL 28, 2024

2021) leads to suboptimal finetuning of models with large width (embedding dimension). We call this proposed algorithm LoRA$+$. In this paper, we show that Low Rank Adaptation (LoRA) as originally introduced in Hu et al. This is due to the fact that adapter matrices A and B in LoRA are updated with the same learning rate.

Algorithm 127

Algorithm 127

KDnuggets

NOVEMBER 29, 2021

Check out this tutorial on how to approach sentiment classification with supervised machine learning algorithms.

Machine Learning 209

Machine Learning Machine Learning Algorithm Analytics 209

KDnuggets

NOVEMBER 17, 2021

We describe types of recommender systems, more specifically, algorithms and methods for content-based systems, collaborative filtering, and hybrid systems.

Algorithm 209

Algorithm 209

The Data Administration Newsletter

JUNE 1, 2021

It utilizes scientific approaches, frameworks, algorithms, and procedures to extract insight from a massive amount of data. Data is critical for any business as it helps them make decisions based on trends, statistical numbers and facts. Due to this importance of data, data science as a multi-disciplinary field developed.

Data Science 85

Data Science Algorithm Data Quality Big Data 85

Towards AI

AUGUST 25, 2023

In ML, there are a variety of algorithms that can help solve problems. In graduate school, a course in AI will usually have a quick review of the core ML concepts (covered in a previous course) and then cover searching algorithms, game theory, Bayesian Networks, Markov Decision Processes (MDP), reinforcement learning, and more.

Machine Learning 98

Machine Learning Machine Learning AI AI 98

Flipboard

APRIL 8, 2023

It’s the government’s turn to step up For the first time in a decade, private AI investment decreased, falling about a third from 2021 to $189.6 percent from 2021. s In 2021 (that’s the latest numbers available), 65.4 resident uses in a year. The reason isn’t clear. The AI Index Report indicated that nondefense U.S. And the U.S.

AI 182

AI AI Machine Learning Machine Learning 182

Hacker News

AUGUST 3, 2024

To mitigate the loss in legibility, we propose a training algorithm inspired by Prover-Verifier Game from Anil et al. We study legibility in the context of solving grade-school math problems and show that optimizing chain-of-thought solutions only for answer correctness can make them less legible.

Algorithm 117

Algorithm 117

Dataconomy

FEBRUARY 13, 2024

All details about the Amazon Buy Box lawsuit This class-action suit focuses on the manipulation of Amazon’s “Buy Box” feature, where an item’s page includes a “Buy Now” or “Add to Cart” prompt, purportedly driven by a biased algorithm.

Algorithm 188

Algorithm 188

Flipboard

NOVEMBER 6, 2024

The model is trained on abdominal scans from Far Eastern Memorial Hospital (January 2012–December 2021) and evaluated using a simulated test set (14,039 scans) and a prospective test set (6351 scans) collected from the same center between December 2022 and May 2023.

Deep Learning 86

Deep Learning Deep Learning Algorithm ML 86

DataRobot

MARCH 9, 2021

Distilling the Recording Academy’s decision-making process into a simple set of data points and algorithms requires much more information and subject matter expertise than what I’ve gathered here. The post GRAMMY Predictions 2021: Tuning in to the Song and Record of the Year appeared first on DataRobot. See DataRobot in Action.

Machine Learning 98

Machine Learning Machine Learning Data Science Algorithm 98

ML @ CMU

SEPTEMBER 13, 2024

2021 , Pawelczyk et al., In this section, we formally define and introduce our MiniPrompt algorithm that we use to answer our central question. arXiv preprint arXiv:2112.03570 , 2021. So while membership inference attacks (MIAs) [e.g. Shokri et al., 2023 , Choi et al., 2024 ], they have three issues as tests for memorization.

Algorithm 323

Algorithm Machine Learning Machine Learning AI 323