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 362

Support Vector Machines Machine Learning Machine Learning Algorithm 362

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 203

Algorithm 203

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

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 96

Algorithm 96

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 188

Decision Trees Algorithm Machine Learning Machine Learning 188

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

Hacker News

JUNE 2, 2024

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Algorithm 103

Algorithm 103

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

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

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

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 AI AI Supervised Learning 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

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

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 108

Business Intelligence Business Intelligence Predictive Analytics Natural Language Processing 108

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 108

Data Analysis Data Analysis Algorithm Analytics 108

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

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 107

Natural Language Processing Machine Learning Machine Learning Python 107

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

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 118

Analytics Analytics Big Data Big Data 118

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.

AI 104

AI AI Artificial Intelligence Artificial Intelligence 104

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 99

Data Science Data Scientist Big Data Big Data 99

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

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

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

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

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

Flipboard

NOVEMBER 27, 2024

We retrospectively collected data on patients’ underlying diseases, blood coagulation tests, procedures, and medications before neurological symptom onset from 206 patients at the Chungbuk National University Hospital ICU (July 2020–July 2022) and 45 patients at Chungnam National University Hospital between (July 2020–March 2023).

Machine Learning 81

Machine Learning Machine Learning Cross Validation Algorithm 81

Hacker News

NOVEMBER 27, 2024

content recommendation algorithms), we also release the full output of several popular algorithms available on the platform, along with their timestamped “like” interactions and time of bookmarking. We also make available social data covering follow, comment, repost, and quote interactions.

Big Data Analytics 128

Big Data Analytics Big Data Analytics Big Data Big Data 128

Towards AI

MARCH 22, 2024

I am fascinated by websites like fivethirtyeight.com, — I spent hours glued to their polling and predictive statistics leading up to the 2016 and 2020 US elections (boy, they sure got it wrong in 2016, eh?). Isn’t AI just great for this sort of analysis?

AI 116

AI AI Data Science Algorithm 116

Machine Learning (Theory)

JULY 21, 2020

Last week at ICML 2020, Mikael Henaff , Akshay Krishnamurthy , John Langford and I had a paper on a new reinforcement learning (RL) algorithm that solves three key problems in RL: (i) global exploration, (ii) decoding latent dynamics, and (iii) optimizing a given reward function. Why should I care if my algorithm is provable?

Algorithm 130

Algorithm Machine Learning Machine Learning 130

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 130

AI AI Artificial Intelligence Artificial Intelligence 130

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 130

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 130

Flipboard

APRIL 4, 2023

The crux of the clash was whether Google’s AI solution to one of chip design’s thornier problems was really better than humans or state-of-the-art algorithms. In Circuit Training and Morpheus, a separate algorithm fills in the gaps with the smaller parts, called standard cells. The agent places one block at a time on the chip canvas.

EDA 177

EDA Algorithm Clustering Machine Learning 177

KDnuggets

MARCH 25, 2020

Read our analysis of coronavirus data and poll results; Use your time indoors to learn with 24 best and free books to understand Machine Learning; Study the 9 important lessons from the first year as a Data Scientist; Understand the SVM, a top ML algorithm; check a comprehensive list of AI resources for online learning; and more.

Data Scientist 151

Data Scientist Machine Learning Machine Learning ML 151

Smart Data Collective

JULY 7, 2021

Patrick van Hoof wrote an article a few years ago stating that designers were largely responsible for the fact that the AI market was going to be worth an estimated $70 billion by 2020. There is no question that AI is reshaping the future of the design profession. However, the question is which designers are most dependent on it. SolidWorks.

AI 127

AI AI Machine Learning Machine Learning 127

Towards AI

SEPTEMBER 6, 2023

The Art of Stitching Image stitching isn’t just an algorithmic challenge; it’s an art form. Stitching algorithms strive to seamlessly combine multiple images into one, expansive output, free from seams, distortion, and color inconsistency. Below are available open-source algorithms or libraries for image stitching and panoramas.

Deep Learning 122

Deep Learning Deep Learning AI AI 122