Google Research AI blog

MARCH 2, 2023

Since that launch, we have worked to improve the privacy guarantees of this technology by carefully combining secure aggregation (SecAgg) and a distributed version of differential privacy. Scaling secure aggregation Data minimization is an important privacy principle behind federated learning.

Learning 119

Learning Aggregator Training Train 119

DataRobot

SEPTEMBER 1, 2022

This also shows how the models compare on standard performance metrics and informative visualizations like Dual Lift. With DataRobot AI Cloud, you can see predicted values and accuracy for various metrics for the Champion as well as any Challenger models.]. Model Observability with Custom Metrics.

Project 145

Project Help Metrics Model 145

Google Research AI blog

APRIL 18, 2023

Posted by Badih Ghazi, Staff Research Scientist, and Nachiappan Valliappan, Staff Software Engineer, Google Research Recently, differential privacy (DP) has emerged as a mathematically robust notion of user privacy for data aggregation and machine learning (ML), with practical deployments including the 2022 US Census and in industry.

Aggregator 98

Aggregator Metrics Images Evaluation 98

Nonprofit Tech for Good

MAY 25, 2024

1) Data Analysis and Reporting Marketing automation platforms give aggregated insights into donor behavior and campaign performance. Open rates , click-through rates , conversion rates , and other metrics measure the effectiveness of your fundraising efforts. 2) A/B Testing Not sure what subject line to go with?

Marketing 248

Marketing Fundraising Nonprofit Social Media 248

The Next Web

MAY 19, 2017

Growth Story is a new 4-question format we’re doing about startups finding and influencing a defining metric that helped to really grow their company. The company MisterFly is an innovative travel platform that aggregates, connects, compares and books an extensive range of products and services sourced at multiple suppliers.

Story 117

Story Aggregator Metrics Influence 117

.orgSource

FEBRUARY 6, 2023

Prioritizes outcomes—views customer satisfaction as the significant metric of success. Digital transformation allows organizations to aggregate information across systems. Is ongoing—focuses on the continuum of interactions between your organization and its members, from engagement through a sale and beyond.

Experiment 44

Experiment Marketing Game Gartner 44

Amy Sample Ward

MAY 18, 2011

The first time I focused on DIY Community Engagement Metrics and shared lots of templates and examples. Aggregate and promote – be sure you are pulling together all of the contributions from the community and promoting people in real-time. Last week I presented for my second time with Nonprofit Webinars.

Community 276

Community Difference Case Study Slides 276

Beth's Blog: How Nonprofits Can Use Social Media

APRIL 22, 2009

It's still too early to measure success in aggregate dollars per donor. Allison suggests that we're looking at the wrong metric - we should be measuring success using awareness not dollars. Steve MacLaughlin points out "If the reason why you want to use social networks is just to raise money, then stop now.

Washington 86

Washington Facebook Metrics Donor 86

Beth's Blog: How Nonprofits Can Use Social Media

AUGUST 27, 2014

This is a graph of aggregate data from Jawbone,a wristband that people wear that tracks their steps throughout the day and their sleep patterns during the night. (h/t h/t Robert Scoble ) This aggregate data shows exactly when and how many people in the San Francisco were bolted awake by the recent Napa Valley earthquake.

Personal 104

Personal Data Aggregator San Francisco 104

TechCrunch

JULY 11, 2022

This means that while we often observe aggregates — this dataset marking what could be an all-time peak, for example — we also look at smaller slices of funding activity to better understand who is raising capital, and where. After a strong 2021 by several metrics, how are women founders faring in the United States?

News 94

News United States Aggregator Newsletter 94

Tableau

SEPTEMBER 11, 2024

Bringing Tableau to Microsoft Teams Introducing the Tableau App for Microsoft Teams—a free application designed to empower data-driven decisions by making it easier than ever to access, share, and collaborate on Tableau dashboards and Tableau Pulse metrics directly in Teams. is replaced by trusted, real-time Tableau adaptive cards.

Team 97

Team Metrics Analytics Collaboration 97

The Next Web

MARCH 2, 2014

To measure the return on investment – or ROI – of your SEO campaigns, utilize the information aggregated from Positionly and Google Analytics to pull through the data and analyze patterns in traffic, increases in links, sustainable traffic and above all, increases in revenue. Increased inbound links. Inbound links are the lifeblood of SEO.

ROI 159

ROI Measure Websites Analytics 159

Beth's Blog: How Nonprofits Can Use Social Media

MARCH 26, 2009

He introduced me (virtually via Twitter) to Alistair Croll , co-author of their forthcoming book called " Watching Websites ," a deep dive into web metrics and monitoring. If you're looking at measuring or improving your strategy via Twitter, you'd start with your objectives first and identify key metrics. A disclaimer.

Measure 90

Measure Twitter Tools Taxonomy 90

Amy Sample Ward

NOVEMBER 5, 2012

One of the key metrics we obsess over is the referral rate organizations are experiencing from their ActionSprout campaigns. First, each time a person took the action it fires an open graph story that is shared with some of their friends and gets aggregated on their timeline. As we push the dashboard live, we were excited and nervous.

Comment 259

Comment Share Support Facebook 259

TechCrunch

JANUARY 18, 2021

“They are the ones responsible for last-mile delivery and aggregation,” he said. At the end of March, our daily volume out was around 200 metric tonne. Now it’s over 600 metric tonne. Now it’s over 600 metric tonne. Everyday we aggregate this much from farmers and supply to FMCG players and modern retails.

India 112

India Aggregator Metrics Raise 112

Network for Good

MAY 21, 2021

Organizations like GuideStar , Charity Navigator , and the Better Business Bureau’s Give.org aggregate information on nonprofit organizations to empower perspective donors, volunteers, grantors, board members, and employees to make informed decisions about the organizations and causes to which they can devote their time, energy, and resources.

Charity 98

Charity Aggregator Donor Websites 98

TechCrunch

DECEMBER 24, 2020

The best way to track your developers’ progress automatically is by using Git Analytics tools, which track the performance of individuals by aggregating historical Git data and then feeding that information back to managers in minute detail. Three Git metrics can help you understand true performance quality.

Develop 124

Develop Data Review Analytics 124

The Verge

MARCH 18, 2022

That information is then compiled into a new dashboard that aggregates sleep data over time. Of course, that also depends on how accurate the Withings Sleep’s metrics are. The new Sleep Diary feature allows users to combine their own observations along with the data collected from the mat.

PDF 115

PDF Method Aggregator Metrics 115

TechCrunch

JULY 25, 2022

Insightly is designed to automate the process of aggregating data to help speed up software development, find bottlenecks and gain visibility into workload distribution. Integrating Insightly takes about five minutes, is no code and immediately aggregates three months of historical data. Insightly’s cockpit.

Team 88

Team Product Help Kenya 88

Association Analytics

APRIL 1, 2024

Once the team aggregated the data and they were able to form a hypothesis, test it and confirm a need. When it comes to observing data, IAEE likes to focus on metrics including product and publication downloads, event registrations, email interaction, social media engagement, volunteer signups, and donations.

Strategy 210

Strategy Data Associations Survey 210

TechCrunch

SEPTEMBER 29, 2022

Also known as an aggregator, the company acquires and grows brands — in Flora’s case, focused on offering sustainable products and reducing carbon emissions. The company is among a small group of e-commerce aggregators, including OpenStore , that recently received venture capital funding amid a not-so-good year for this industry.

Aggregator 76

Aggregator Green Fund Metrics 76

TechCrunch

MARCH 16, 2023

The startup said it plans to deploy the funds to also build and scale wealth management, lending, stockbroking, ONDC-based shopping and account aggregators businesses. The startup doesn’t expect to turn EBIDTA positive, a key profitability metric, until calendar year 2025, KMPG wrote in its valuation report.

Mobile 113

Mobile India Calendar Metrics 113

Saleforce Nonprofit

MARCH 3, 2022

Shift to data modeling with aggregate, cross-channel data. Relying on analytics solutions that ingest aggregated data from across channels and model conversions with approaches such as MMM (marketing mix modeling) provide for more privacy-durable solutions to directionally understand campaign attribution and marketing impact.

Action 105

Action Change Measure Metrics 105

Association Analytics

OCTOBER 7, 2024

pull in all your data, it can be as simple as missing out on a checkbox and you’ve accidentally allowed them to aggregate with public data. ” With how AI tools like ChatGPT or Claude.ai So keep an eye on that.

Content 169

Content Strategy Marketing Data 169

TechCrunch

AUGUST 4, 2021

That’s a stricter profit metric than the one that Lyft used recently to claim its ascendance into the realm of profitable companies ; Lyft posted positive adjusted EBITDA in its most recent quarter, but burned cash to fund its operations and posted a wide net loss in the period.

Profit 104

Profit Marketing Public Aggregator 104

TechCrunch

JULY 21, 2021

We discussed it here if you want to go deeper into the aggregate figures. Falling revenue and slowing KPM growth is not really the world’s best set of metrics to flash up during an IPO run. We’re going to stick to those we consider the most important. As context, Robinhood shared preliminary Q2 data.

Metrics 96

Metrics Files Flash Discussion 96

TechCrunch

MARCH 23, 2021

The Indian startup, which also operates popular news aggregator app InShorts, said some of its existing investors also participated in the round, but did not identify them. “Public has continued to maintain best in class retention and engagement metrics while scaling.

Social Network 110

Social Network Public Network Social 110

M+R

OCTOBER 15, 2021

with data from dozens of other nonprofits to create a set of averages, trends, and key metrics. We aggregate the numbers with other organizations so your specific dataset isn’t identifiable. Participation primarily involves collecting and coding a big stack of data, which our analytics team will combine (anonymously!)

Benchmark 105

Benchmark Data Map Help 105

DataRobot

JULY 21, 2022

Data scientists need to understand the business problem and the project scope to assess feasibility, set expectations, define metrics, and design project blueprints. Outline clear metrics to measure success. Reshape and aggregate data as necessary. Feature engineering may include binning and aggregating numeric features (e.g.,

Project 98

Project Learning Model Aggregator 98

TechCrunch

NOVEMBER 23, 2021

We also reached out to Dale Chang, operating partner at Scale Venture Partners, which aggregates data of its own via its Scale Studio ; and to Matt Cohen from Canadian VC firm Ripple Ventures. To find out, we talked to the report’s two lead co-authors, OpenView’s Vice President Sean Fanning and Operating Partner Kyle Poyar.

Change 85

Change Benchmark Metrics Chart 85

Association Analytics

NOVEMBER 16, 2021

With analytics, you try to aggregate data over time and across data sources for a 360-degree view of your members and their activities. Use data at department and leadership meetings – Sharing some visualizations is a very impactful way to bring metrics to life. Use dashboards in meetings to entrench data into your culture.

Analytics 169

Analytics Data Associations Retention 169

Beth's Blog: How Nonprofits Can Use Social Media

APRIL 20, 2012

The study takes a deep dive into the metrics associated with a multi-channel marketing program at CARE USA – particularly the relationship between traditional direct mail and digital channels (also referred to in the study as offline and online). Integration on both fronts is imperative.

Channel 105

Channel Donor Giving Offline 105

TechCrunch

NOVEMBER 19, 2020

Starting with loss rates, Affirm thinks it is getting smarter over time, writing in its S-1 that its “expertise in sourcing, aggregating, protecting and analyzing data” provides it with a “core competitive advantage.” These are related questions, as we’ll see. ” So we should see improving loss rates, yeah?

Files 102

Files Profit Aggregator Calendar 102

TechCrunch

FEBRUARY 10, 2021

The tingling feeling you have on the back of your neck is correct; Ramp is now big enough to share harder numbers than mere percentage growth metrics. We do know that the company reached the $100 million spend threshold — an aggregate metric, not a rate — in the fall of 2020 after being founded around 18 months earlier.

Marketing 101

Marketing Software Metrics Aggregator 101

TechCrunch

MARCH 29, 2022

First, by aggregating its customers, Airhouse can pass along economies of scale to its customers that they would not be able to unlock if they worked with 3PLs on their own. By being a smaller-volume DTC, the company was able to vet 3PLs across a number of metrics, finding the best partners for its later platform business.

Help 95

Help Management Metrics Aggregator 95

TechCrunch

APRIL 20, 2022

Yes, it is complex and confusing, but as a metric, it is helpful. In the early stages of building a company, churn gives you quick feedback, which other metrics seldom do. We analyze anonymized and aggregated data to answer the question: What is a good churn rate? Churn gets a lot of bad press. What are its different types?

Rate 86

Rate Benchmark Studies Metrics 86

Google Research AI blog

MAY 23, 2023

For example, we compared the model performance for datasets with a single reviewer comment per file to datasets with multiple comments per file, and experimented with classifiers to clean up the training data based on a small, curated dataset to choose the model with the best offline precision and recall metrics. 3-way-merge UX in IDE.

Comment 140

Comment Review Model Authoring 140