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

KDnuggets

JANUARY 14, 2020

All you need to know about decision trees and how to build and optimize decision tree classifier.

Decision Trees 296

Decision Trees Algorithm 296

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 122

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 122

KDnuggets

JANUARY 16, 2020

This post is about fast-tracking the study and explanation of tree concepts for the data scientists so that you breeze through the next time you get asked these in an interview.

Data Science 268

Data Science Algorithm Data Scientist Decision Trees 268

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 153

Decision Trees Algorithm Machine Learning Machine Learning 153

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 300

Support Vector Machines Machine Learning Machine Learning Algorithm 300

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 195

AI AI Algorithm Artificial Intelligence 195

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 88

Algorithm AI AI 88

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 102

Business Intelligence Business Intelligence Natural Language Processing Predictive Analytics 102

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 98

Data Analysis Data Analysis Algorithm Analytics 98

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 399

Python Analytics Analytics Algorithm 399

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

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

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 97

Data Science Data Scientist Big Data Big Data 97

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 113

AI AI Data Science Algorithm 113

DataRobot Blog

DECEMBER 7, 2019

which indicates very strong predictive power for the 2020 offseason, assuming no major shifts in the negotiating positions of players and teams from the last decade. The post 2020 MLB Free Agency Predictions appeared first on DataRobot AI Cloud. Insights & Interpretation. Stephen Strasburg – $176M ($29M per year, 6 years) .

Machine Learning 52

Machine Learning Machine Learning AI AI 52

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 57

Cloud Computing Data Warehouse Database Algorithm 57

Flipboard

DECEMBER 21, 2023

Then, they used the algorithm to determine whether someone had died by 2020.The The tool can also determine how much money you'll have when your time comes. Researchers analyzed aspects of a persons life story between 2008 and 2016, with the model seeking patterns in the data.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence AI AI 98

Dataconomy

MAY 8, 2024

its Sonio Detect product, which employs advanced deep learning algorithms to enhance ultrasound image quality in real-time, has gained FDA 510(k) approval. Established in 2020 by Cecile Brosset (CEO) and Remi Besson (CSO), Sonio recently garnered $14 million in Series A funding in August 2023, led by Cross Border Impact Ventures.

AI 103

AI AI Deep Learning Deep Learning 103

KDnuggets

JANUARY 20, 2020

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

Algorithm 389

Algorithm 389

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 391

Machine Learning Machine Learning Algorithm 391

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 96

Machine Learning Machine Learning AI AI 96

NYU Center for Data Science

AUGUST 2, 2023

He received his PhD in Electrical Engineering from Stanford University, completing a dissertation on the “ Approximate message passing algorithms for compressed sensing.” Prior to his work at Columbia, Arian was a postdoctoral scholar at Rice University. He has taught various calculus and statistics courses from PhD to BSc levels.

Cross Validation 84

Cross Validation Machine Learning Machine Learning Artificial Intelligence 84

NYU Center for Data Science

JUNE 16, 2023

Home to both a thriving tech ecosystem and pioneering efforts on regulating algorithm decision-making systems, New York City provides a vibrant research environment and a plethora of interdisciplinary collaborators,” said Umang. For these reasons, I am excited to start my academic journey at NYU.

Machine Learning 107

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 107

Towards AI

SEPTEMBER 10, 2023

Detecting drought in January 2020 (on the left) using the EVI vegetation index Yellow means very healthy vegetation while dark green means unhealthy. These areas can then be subjected to further examination for valuable insights, such as land use classification and environmental monitoring, and as input to the segmentation algorithm.

Clustering 117

Clustering AI AI Algorithm 117

Data Science Dojo

JANUARY 23, 2023

About software development: Fast-forward again; year: 2020. Thus, one thing led to another, and soon enough, I was practicing algorithms and data-structures, learning about the basic “trouble-trio” of web-development–i.e., Place(s): Union, NJ and Wenzhou, Zhejiang Province; Hays, KS; and Philadelphia all over again.

Data Science 150

Data Science Data Analysis Data Analysis Algorithm 150

Dataconomy

NOVEMBER 1, 2023

In December 2020, the company secured an impressive $225 million in funding, achieving a valuation of $1.5 Fast-paced growth : Olive AI underwent rapid growth, particularly in 2020 and 2021. Clinical analytics : In 2020, Olive expanded its focus to include clinical analytics through the acquisition of Empiric Health.

AI 121

AI AI Artificial Intelligence Artificial Intelligence 121

Heartbeat

AUGUST 1, 2023

Scale-Invariant Feature Transform (SIFT) This is an algorithm created by David Lowe in 1999. It’s a general algorithm that is known as a feature descriptor. After picking the set of images you desire to use, the algorithm will detect the keypoints of the images and store them in a database. It detects corners.

Deep Learning 52

Deep Learning Deep Learning Algorithm Support Vector Machines 52

IBM Journey to AI blog

MAY 6, 2024

For instance, the FDA released guidance in November 2020 titled, “Enhancing the diversity of clinical trial populations.” The FDA’s 2020 guidance emphasized expanding eligibility criteria and reducing unnecessary exclusions. Recognizing this gap, regulators emphasize the importance of greater diversity.

AI 57

AI AI Algorithm Artificial Intelligence 57

Shreyansh Singh

JUNE 1, 2020

crypto 115 - 108 solves We intercept an algorithm that is used among Androids. There are many hidden variables. Is it possible to recover the message? Author: andre_smaira Server: nc encryption.pwn2.win win 1337 Challenge link Challenge files On connecting to the challenge service, we are given two options - Also, in the server.py

Algorithm 52

Algorithm 52

ODSC - Open Data Science

OCTOBER 24, 2023

Then, how to essentially eliminate training, thus speeding up algorithms by several orders of magnitude? My NoGAN algorithm, probably for the first time, comes with the full multivariate KS distance to evaluate results. There are two aspects to this problem of synthesizing data. It is adjusted for dimension.

Data Science 98

Data Science Cross Validation Algorithm Machine Learning 98

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 97

AI AI Artificial Intelligence Artificial Intelligence 97

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 122

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 122

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 122

AI AI Artificial Intelligence Artificial Intelligence 122

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 170

EDA Algorithm Clustering Machine Learning 170

Mlearning.ai

APRIL 8, 2023

Charting the evolution of SOTA (State-of-the-art) techniques in NLP (Natural Language Processing) over the years, highlighting the key algorithms, influential figures, and groundbreaking papers that have shaped the field. NLP algorithms help computers understand, interpret, and generate natural language.

Natural Language Processing 98

Natural Language Processing Algorithm Machine Learning Machine Learning 98