KDnuggets

MARCH 18, 2020

Support Vector Machines (SVMs) are powerful for solving regression and classification problems. You should have this approach in your machine learning arsenal, and this article provides all the mathematics you need to know -- it's not as hard you might think.

Support Vector Machines 335

Support Vector Machines Machine Learning Machine Learning Algorithm 335

Analytics Vidhya

JULY 23, 2020

Note: This article was originally published on May 29, 2017, and updated on July 24, 2020 Overview Neural Networks is one of the most. The post Understanding and coding Neural Networks From Scratch in Python and R appeared first on Analytics Vidhya.

Python 400

Python Analytics Analytics Algorithm 400

KDnuggets

JANUARY 20, 2020

The new algorithm takes a novel approach to neural architecture search.

Algorithm 400

Algorithm 400

KDnuggets

JANUARY 23, 2020

Algorithmic finance has been around for decades as a money-making tool, and it's not magic. Learn about some practical strategies along with and introduction to code you can use to get started.

Algorithm 177

Algorithm 177

Hacker News

NOVEMBER 6, 2024

I’ve been reading up on the Double Ratchet algorithm and its implementations lately, as it’s an exciting piece of crypto that offers some very nice guarantees: forward secrecy (ie. by breaking a key at some point you can’t read older messages), eventual break-in recovery (ie.

Algorithm 93

Algorithm 93

Hacker News

JANUARY 3, 2025

Terrain rendering algorithm in less than 20 lines of code - s-macke/VoxelSpace

Algorithm 107

Algorithm 107

KDnuggets

JANUARY 9, 2020

This book is thought for beginners in Machine Learning, that are looking for a practical approach to learning by building projects and studying the different Machine Learning algorithms within a specific context.

Machine Learning 400

Machine Learning Machine Learning Algorithm 400

ML @ CMU

JANUARY 2, 2025

In practice, our algorithm is off-policy and incorporates mechanisms such as two critic networks and target networks as in TD3 ( fujimoto et al., 2020 ) to systematically quantify behavioral accuracy. 2018 ) to enhance training (see Materials and Methods in Zhang et al.,

Deep Learning 336

Deep Learning Deep Learning AI AI 336

KDnuggets

JANUARY 20, 2020

Also: Top 9 Mobile Apps for Learning and Practicing Data Science; Classify A Rare Event Using 5 Machine Learning Algorithms; The Future of Machine Learning; The Book to Start You on Machine Learning.

Decision Trees 170

Decision Trees Algorithm Machine Learning Machine Learning 170

Hacker News

JUNE 2, 2024

Comments (..)

Algorithm 97

Algorithm 97

Towards AI

APRIL 22, 2024

Algorithmic Bias in Facial Recognition Technologies Exploring how facial recognition systems can perpetuate biases. While FR was limited by a lack of computational power and algorithmic accuracy back then, we have since seen huge innovative improvements in the field.

Algorithm 111

Algorithm Deep Learning Deep Learning Machine Learning 111

Smart Data Collective

NOVEMBER 25, 2019

Here are the six trends you should be aware of that will reshape business intelligence in 2020 and throughout the new decade. Predictive analytics is the use of data and AI-powered algorithms to help analysts forecast the future and better predict business outcomes. How Business Intelligence Will Change in 2020.

Business Intelligence 132

Business Intelligence Business Intelligence Predictive Analytics Natural Language Processing 132

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

Smart Data Collective

SEPTEMBER 17, 2020

To maximize efficiency, if you utilize automation management solutions , for example, data analysis will prove extremely helpful as data informs the algorithms used by automated systems. The post Data Analysis Evolves At An Unprecedented Pace In 2020 appeared first on SmartData Collective.

Data Analysis 129

Data Analysis Data Analysis Algorithm Analytics 129

Flipboard

JANUARY 5, 2024

Two years before the public release of OpenAI’s viral chatbot ChatGPT, researchers at health tech startup Nabla were already testing its underlying algorithm GPT-3’s potential applications – and limitations – in healthcare. they prompted the bot during tests in 2020. “I Should I kill myself?”

Algorithm 164

Algorithm AI AI Machine Learning 164

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 125

Algorithm 125

Data Science Dojo

MAY 27, 2024

A visual representation of generative AI – Source: Analytics Vidhya Generative AI is a growing area in machine learning, involving algorithms that create new content on their own. These algorithms use existing data like text, images, and audio to generate content that looks like it comes from the real world.

K-nearest Neighbors 338

K-nearest Neighbors Supervised Learning AI AI 338

Data Science 101

DECEMBER 11, 2019

They have opened a call for papers for the 2020 conference. KDD 2020 welcomes submissions on all aspects of knowledge discovery and data mining, from theoretical research on emerging topics to papers describing the design and implementation of systems for practical tasks. 22-27, 2020. 1989 to be exact. The details are below.

Data Mining 81

Data Mining Data Mining Data Mining Data Science 81

Smart Data Collective

JANUARY 21, 2020

Artificial Intelligence has been in limelight for long and 2020 will see a more holistic adoption of the same, even in regard to marketing ventures. Artificial Intelligence, in 2020 and beyond, is expected to form the crux of every initiative, let alone the marketing moves. Benefits of AI Marketing.

Artificial Intelligence 129

Artificial Intelligence AI Artificial Intelligence AI 129

DataRobot

AUGUST 16, 2021

But as the technology’s popularity grows, a number of concerning examples have emerged of AI models operating with algorithmic bias. Algorithmic bias can appear in both supervised and unsupervised AI models. GPT-3 had learned from gigabytes of unlabeled text and could produce highly convincing text.

Algorithm 98

Algorithm AI AI Artificial Intelligence 98

Smart Data Collective

MARCH 17, 2020

Everyone has heard about Data Science in 2020. Data Science is a field that extracts useful information from loads of structured and unstructured data using algorithms, statistics, and programming. It will help programmers implement complex algorithms into software, enabling it to do unexpected things.

Data Science 120

Data Science Data Scientist Big Data Big Data 120

Smart Data Collective

SEPTEMBER 6, 2020

But in 2020, it’s not enough to just be on the internet or provide a way for customers to check on orders. In 2020, you can’t rely on products and prices, you must provide a great customer experience as well. The post How Data Analytics Is Revolutionizing The Future Of eCommerce In 2020 appeared first on SmartData Collective.

Analytics 135

Analytics Analytics Big Data Big Data 135

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

DrivenData Labs

MAY 18, 2023

Two exciting recent projects I've worked on involve introducing a new algorithm for differentially private synthetic data generation - the focus of the DrivenData competition I participated in - and the foundations of rule-based explanations in machine learning. Below is a brief description of each.

Data Science 246

Data Science Data Scientist Machine Learning Machine Learning 246

Flipboard

MARCH 19, 2023

In 2020, artificial intelligence company OpenAI stunned the tech world with its GPT-3 machine learning algorithm. After ingesting a broad slice of …

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 123

Hacker News

AUGUST 12, 2024

We use models based on machine learning algorithms such as recurrent neural networks (RNN) with an accuracy reaching up to 97% for automatically transliterating and segmenting standard Unicode cuneiform glyphs into words. However, there are still tens of thousands of texts to be published.

Natural Language Processing 98

Natural Language Processing Machine Learning Machine Learning Python 98

Data Science Dojo

MAY 8, 2024

For instance, AI algorithms can analyze medical images like X-rays and MRIs to detect abnormalities and assist radiologists in making accurate diagnoses. Adaptive learning platforms use AI algorithms to analyze students’ performance data and tailor educational content to their individual needs and learning styles.

AI 221

AI AI Algorithm Artificial Intelligence 221

Smart Data Collective

JANUARY 22, 2020

Such technologies are well known, and algorithms and reliable protocols AES, TLS, IPsec have long been used by providers. Be sure to enact key cloud security measures as we head into 2020. The post Absolutely Essential Cloud Security Practices For 2020 appeared first on SmartData Collective. Authentication. Conclusion.

Cloud Computing 75

Cloud Computing Data Warehouse Database Algorithm 75

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

Hacker News

AUGUST 11, 2023

By the end of 2017, the same algorithm mastered Chess and Shogi. By 2020, it didn’t even need tons of calls to the simulator, and could play Atari too. Back in 2014, Elon Musk referred to AI as summoning the demon. And it wasn’t hard to see that view. Soon, Go agents would beat top humans learning from self play.

Algorithm 94

Algorithm AI AI 94

Dataconomy

DECEMBER 21, 2023

By examining these specifics, the algorithm generates predictions about how long a person is likely to live. ” This algorithm processes individual life data using digital tokens, which categorize information with high specificity. The algorithm accurately predicted life outcomes, including death, with a 78% correctness rate.

AI 212

AI AI Artificial Intelligence Artificial Intelligence 212

Universe of Data Science

MARCH 12, 2023

The dce-GMDH type neural network algorithm is a heuristic self-organizing algorithm to assemble the well-known classifiers. Find out how to apply dce-GMDH algorithm for binary classification in R. Architecture of GMDH Algorithm (Dag et al., 2022), available in boot package (Canty and Ripley, 2020). respectively.

Algorithm 52

Algorithm Clean Data Data Science 52

Smart Data Collective

JANUARY 14, 2021

Experts estimate that over 306 billion emails were sent every day during 2020. A research project from Israel is helping solve the problem of overwhelming email messages by using big data algorithms to sort through email content more effectively. Providing easily digestible summaries of email contents.

Big Data 132

Big Data Big Data Machine Learning Machine Learning 132

Smart Data Collective

SEPTEMBER 30, 2021

Despite all the unexpected events we’ve witnessed in 2020, artificial intelligence wasn’t much affected by the pandemic and everything that was happening as a consequence of it across the globe. Quantum computing was huge in 2020, and even if you weren’t across this area, it was almost impossible to miss all those great updates in this field.

AI 125

AI AI Artificial Intelligence Artificial Intelligence 125

Smart Data Collective

NOVEMBER 3, 2021

They currently spend just under $4 billion in 2020. The Deloitte report says that in the second quarter of 2020 the largest 100 banks in the USA reported $103.4 2020 became the year when a lot of customers first experienced their remote interaction with banks and enjoyed it. The banking industry is among them.

AI 138

AI AI Artificial Intelligence Artificial Intelligence 138

Smart Data Collective

OCTOBER 13, 2020

They found that predictive analytics algorithms were using social media data to forecast asset prices. Predictive analytics have become even more influential in the future of altcoins in 2020. Do Predictive Analytics Algorithms Show that Altcoins Are Giving Bitcoin A Run for Its Money?

Predictive Analytics 121

Predictive Analytics Analytics Analytics Big Data 121

Smart Data Collective

SEPTEMBER 30, 2021

It’s no secret that artificial intelligence and technology has been developing quickly in recent times, with applications such as CAPTCHA that prevent bots from accessing sites, thermostats that adapt to our daily schedules or even algorithms that could choose potential vacation destinations for us. Overall, droughts have cost the world $1.5

Machine Learning 134

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 134