DrivenData Labs

APRIL 28, 2024

Implementing advanced machine learning methods requires training, resources, and time, making data science work subject to existing widespread inequalities based on race, gender, geography, and more. Democratizing the benefits of data science requires changing both how we conduct research and who is involved.

Data Science 130

Data Science Python Algorithm Machine Learning 130

NYU Center for Data Science

FEBRUARY 29, 2024

Zhu’s research sheds light on this predicament, specifically in the context of self-supervised learning — a method that relies on unlabeled data to learn representations. The implications of Zhu’s team’s research, however, extend far beyond healthcare.

Supervised Learning 81

Supervised Learning AI AI Predictive Analytics 81

phData

JANUARY 25, 2023

It is an important tool for identifying risk factors, evaluating treatments, improving patient care, and advancing medical research. The data contains basic patient information such as a patient ID, gender, race, and birthday. It also contains a wide variety of ICD10 Diagnosis Descriptions and diagnosis dates for each patient.

Business Intelligence 52

Business Intelligence Business Intelligence Algorithm Analytics 52

Hacker News

NOVEMBER 29, 2023

We prohibit discrimination based on race, religion, color, national origin, sex, pregnancy, reproductive health decisions or related medical conditions, sexual orientation, gender identity, gender expression, age, veteran status, disability, genetic information, or other characteristics protected by applicable local, state or federal laws.

Artificial Intelligence 61

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 61

IBM Journey to AI blog

JANUARY 15, 2024

It can empower government workers with more powerful tools for answering questions and conducting research. A June request for information from the State Department revealed their aim to improve worker efficiency and accuracy in repetitive tasks related to market research and acquisition planning for contract writing.

AI 64

AI AI Natural Language Processing Machine Learning 64

Tableau

FEBRUARY 3, 2022

Our process included: Starting with secondary research by reviewing each sport’s world governing body website and analytical applications related to the sport and/or athletes. Figure Skating have used data to break down their races and/or programs into component parts and reconstruct those pieces into a winning approach.

Tableau 104

Tableau Analytics Analytics Data Analysis 104

Tableau

FEBRUARY 3, 2022

Our process included: Starting with secondary research by reviewing each sport’s world governing body website and analytical applications related to the sport and/or athletes. Figure Skating have used data to break down their races and/or programs into component parts and reconstruct those pieces into a winning approach.

Tableau 98

Tableau Analytics Analytics Data Analysis 98

Precisely

FEBRUARY 23, 2024

Innovators are in a race to see who can use it to their best advantage. Using curated datasets that include information about insect and disease damage to vegetation, fire experts can gain a better understanding of conditions on the ground. Today, data analytics plays a more important role than ever.

Data Quality 62

Data Quality Data Governance Analytics Analytics 62

Tableau

FEBRUARY 9, 2021

The Future of Data & Analytics is a new series by Tableau CTO Andrew Beers, where he connects with industry leaders, researchers, and innovators to discuss the biggest questions shaping the future of data and analytics. As Tableau's CTO, I have the privilege of leading a world-class research and human-centric innovation team.

Tableau 121

Tableau Analytics Analytics Data Science 121

ODSC - Open Data Science

JANUARY 16, 2024

Now imagine dealing with complex, visually similar medical conditions. In this MIT study , researchers wanted to see if biased datasets could potentially adversely impact the efficacy of diagnosis even if typical indicators of heritage like skin tone and facial features weren’t included in the training dataset.

AI 52

AI AI Data Science ML 52

Iguazio

OCTOBER 31, 2023

CDC WONDER A US CDC (Centers for Disease Control and Prevention) database named WONDER (Wide-ranging Online Data for Epidemiological Research). ADNI The Alzheimer’s Disease Neuroimaging Initiative (ADNI) free public dataset provides MRI and PET images, genetics, cognitive tests, CSF and blood biomarkers collected by Alzheimer researchers.

Machine Learning 52

Machine Learning Machine Learning Database ML 52

Dataconomy

JUNE 8, 2023

AI can analyze vast amounts of patient data, including medical records, lab results, and genetic information, to generate personalized treatment plans For instance, researchers at the University of California, Berkeley have designed the Berkeley Autonomous Robot for the Operating Room (BARO), an AI-powered robotic system.

Artificial Intelligence 222

Artificial Intelligence Artificial Intelligence Algorithm AI 222

Tableau

AUGUST 2, 2021

Decades of research has shown that students who feel they belong do well both academically and psychologically. While belonging can be a leading indicator (or predictor) of things like academic success, it is also a lagging indicator for conditions that shape students’ experience of schools and classrooms. They are: .

Tableau 100

Tableau Data Visualization 100

Dataconomy

AUGUST 6, 2023

Industries that once grappled with the challenge of massive data processing, such as sciences, engineering, research, and retail, now harness the prowess of parallel programming to streamline their operations. Its applications span from transformative scientific research to enhancing the devices we use daily.

Artificial Intelligence 91

Artificial Intelligence Artificial Intelligence Algorithm Internet of Things 91

Hacker News

MARCH 20, 2023

In the late 2000s, I began working on the Somerton Man mystery, devoting perhaps 10 hours a week to the research over the course of about 15 years. It could have been a pedestrian aide-mémoire—to list the names of horses in an upcoming race, for example. There is still room for research; there is much we do not know.

Database 176

Database Clustering AI AI 176

Tableau

DECEMBER 28, 2020

2020 was tragic and heart-opening for racial equity,” says Josh Kirschenbaum, Chief Operating Officer of the racial equity research and action institute PolicyLink. They also released a weekly publication called COVID, Race, and the Revolution. And inequity is a pre-existing condition.”. into structural change. “We

Tableau 104

Tableau 104

Tableau

AUGUST 2, 2021

Decades of research has shown that students who feel they belong do well both academically and psychologically. While belonging can be a leading indicator (or predictor) of things like academic success, it is also a lagging indicator for conditions that shape students’ experience of schools and classrooms.

Tableau 61

Tableau Data Visualization 61

Tableau

FEBRUARY 9, 2021

The Future of Data & Analytics is a new series by Tableau CTO Andrew Beers, where he connects with industry leaders, researchers, and innovators to discuss the biggest questions shaping the future of data and analytics. As Tableau's CTO, I have the privilege of leading a world-class research and human-centric innovation team.

Tableau 52

Tableau Analytics Analytics Data Science 52

Dataconomy

MARCH 7, 2023

Social good The goal of AI should be to create a positive impact on society and improve the human condition. AI experts and researchers hold different perspectives on what the goal of AI should be. Example: AI systems used in decision-making should have transparency and accountability mechanisms to ensure human oversight.

Artificial Intelligence 70

Artificial Intelligence Artificial Intelligence AI AI 70

Tableau

DECEMBER 28, 2020

2020 was tragic and heart-opening for racial equity,” says Josh Kirschenbaum, Chief Operating Officer of the racial equity research and action institute PolicyLink. They also released a weekly publication called COVID, Race, and the Revolution. And inequity is a pre-existing condition.”. into structural change. “We

Tableau 72

Tableau 72

Alation

APRIL 14, 2023

In the last general session from Day 1, George Fraser , CEO and co-founder of Fivetran, was joined by a range of leaders from Eckerson Research, Amplify, and others. In “The modern data stack is dead, long live the modern data stack!” We have a jam-packed conference schedule ahead.

Data Pipeline 52

Data Pipeline Data Warehouse Cloud Data ETL 52

Mlearning.ai

OCTOBER 7, 2023

Threading Model C++: C++ supports multi-threading natively, allowing concurrent execution for enhanced performance but requiring careful management to avoid issues like race conditions. include <thread> void printHello() { std::cout << "Hello, parallel world!"

Python 52

Python Data Science ML ML 52

DagsHub

MARCH 5, 2024

For example, a computer vision system using facial recognition for identifying criminals may violate the privacy of innocent individuals or discriminate based on race, gender, or age. Preprocess data to mirror real-world deployment conditions. How to Overcome These Mistakes?

Cross Validation 52

Cross Validation Algorithm Data Pipeline Data Preparation 52

O'Reilly Media

NOVEMBER 28, 2023

And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. Some limit the model to research work and prohibit commercial applications; some prohibit competing with the model’s developers; and more.

AI 106

AI AI Data Analysis Data Analysis 106

O'Reilly Media

FEBRUARY 20, 2024

A related responsibility is honesty about the company’s economic condition. Is an AI system biased with respect to race, gender, or almost anything else? This isn’t true of AI, where explainability is still an active area for research. Nor should it be an “our stock price could be higher and the board is cranky” event.

AI 72

AI AI Algorithm Decision Trees 72