Google Research AI blog

MAY 10, 2023

Building on Google’s deep learning technologies and past advances in genomics , we used tools based on convolutional neural networks (CNNs) and transformers to tackle the challenges of building accurate pangenome sequences and using them for genome analysis. Training and evaluation schematic for DeepVariant.

Build 124

Build Method Analysis Research 124

Candid

AUGUST 14, 2024

For the purposes of this analysis, we’re using “AI-generated,” “created by generative AI,” and “with content created by generative AI” interchangeably. Here’s a sample of their comments: “We do not have the have the resources or expertise to determine what is AI-generated or not. foundations.

Grant 111

Grant Proposal Foundation Generation 111

Fast Company Tech

FEBRUARY 21, 2025

Naturally, the job involves plenty of data analysis, with merchants breaking down sales numbers by product category, sales channel, region, brand, item characteristics, and other factors. Kumarakrishnan says his team also regularly reviews feedback from users on how the tool is working and other features it could offer. ”

Tools 102

Tools Team Help Database 102

Google Research AI blog

MAY 18, 2023

Using sparse video tubes to sample a video, combined with a standard ViT encoder, leads to an efficient visual representation that can be seamlessly shared with image inputs. By sparsely sampling the video tubes, we can use the same global self-attention module, rather than factorized attention like ViViT.

Video 92

Video Images Sample Method 92

Google Research AI blog

APRIL 18, 2023

They are widely used in many fields including computer vision, image processing, spatial data analysis, bioinformatics, and more. Motivated by such applications, in “ Differentially Private Heatmaps ” (presented at AAAI 2023 ), we describe an efficient DP algorithm for computing heatmaps with provable guarantees and evaluate it empirically.

Aggregator 98

Aggregator Metrics Images Evaluation 98

DataRobot

DECEMBER 20, 2021

The short answer is anyone: E-commerce, Security, Medical Image Analysis, Industrial Automation, and more. Building inspection is done to evaluate rigidity and tensile strength. After Exploratory Data Analysis is completed, you can look at your data. Who Can Benefit from the Visual Data? Submit Data. Configure Settings You Need.

Data 97

Data Model Images Project 97

Beth's Blog: How Nonprofits Can Use Social Media

NOVEMBER 17, 2011

Don’t wait to collect a year’s worth of data in a week. Finally, avoid getting into data collection and analysis ruts – and evaluate your approach. KD Paine offers a great framework for matching tools with data collection and analysis tasks. Content Analysis Tools: Radian 6 and Netvibes.

Social Media 118

Social Media Measure Tools Media 118

Towards Data Science

JANUARY 26, 2023

The best solution for streaming data from the cloud is very much dependent on the details of your project and your environment, and it is highly recommended that you conduct your own in-depth analysis before drawing any conclusions. Average random read time — what is the average read time when reading samples at arbitrary offsets.

Files 98

Files Stream Data Sample 98

Neon CRM

DECEMBER 14, 2023

Understanding Revenue Projections When a nonprofit is putting together a budget for the coming year, an important step is to perform a revenue projections analysis that can inform the expected amount of income used for operational expenses and deepen mission impact.

Analysis 52

Analysis Project Donor Retention 52

Amy Sample Ward

FEBRUARY 24, 2011

Now, we evaluated tools based on who was using them, and how. We use all of our technology – from the website, to the database, to facebook – to evaluate our efforts, monitor the community, and create data-driven strategies. In the social period, we began exploring the network – mapping it, evaluating it, testing it.

Nptech 213

Nptech Slides Community Strategy 213

The AI Alignment Forum

MARCH 12, 2025

Published on March 12, 2025 5:56 PM GMT Summary The Stages-Oversight benchmark from the Situational Awareness Dataset tests whether large language models (LLMs) can distinguish between evaluation prompts (such as benchmark questions) and deployment prompts (real-world user inputs).

Awareness 52

Awareness Evaluation Sample Benchmark 52

Nonprofit Tech for Good

DECEMBER 14, 2022

help to evaluate resumes of kids). Access to password-protected content like checklists for camping with kids or sample lesson plans for outdoor educators. Same for any grants, regrants, mini-grants, or loans you offer. Same for any prizes, contests, sweepstakes, drawings, or competitions (essay contests, spelling bees, etc.

Donor 331

Donor Social Media Sponsor Benefit 331

Google Research AI blog

JULY 18, 2023

For example, videos that are offset by short time delays or are reversed should be similar to the original sample, whereas videos that have been upsampled or downsampled by a factor x should be different from the original sample by a factor of x. Finally, we are excited to release the SimPer code repo with the research community.

Learning 70

Learning Sample Method Measure 70

Amy Sample Ward

APRIL 1, 2009

Twitter Karma is a great tool to use if you want to inventory your Twitter community, clean up any nonreciprocal followers, or simply evaluate your lists. Tags: strategy analysis evaluation social media. You can sort by users’ follower counts, mutual friends, and so forth. Give it a try! Groups & Pages.

Social Media 100

Social Media Tools Social Media 100

Beth's Blog: How Nonprofits Can Use Social Media

NOVEMBER 19, 2013

We brainstormed a few: Real-Time evaluation of communications strategy for a nonprofit or foundation. A community foundation that was doing a landscape analysis of issues in its community to guide funding strategy development. Do you need sentiment analysis? Brand and reputation monitoring for a nonprofit or foundation.

Social Media 101

Social Media Channel Media Data 101

Google Research AI blog

MAY 16, 2023

Dynamic planning using RL At the core of the assistant response composition loop is a dialogue manager trained using off-policy RL , namely an algorithm that evaluates and improves a policy that is different from the policy used by the agent (in our case, the latter is based on a supervised model). How does a lion sound?”).

Conversation 127

Conversation Learning Open Sound 127

DataRobot

JULY 20, 2021

They are collected from static and dynamic malware analysis (e.g., million test samples, where around 60%, 40%, and 30%, respectively, are malicious. Each SoReL-20M sample has close to 2.4K Combined training and validation samples together as a single train dataset. Generally, AI and machine learning (e.g.,

Sample 52

Sample Analysis Train Training 52

Amy Sample Ward

SEPTEMBER 20, 2010

Having tools in place to help you monitor, measure, and evaluate your work in real time will help you be more successful with your campaign, better engage with the community, and make more lasting change in the long run. Tags: presentation webtools analysis community mapping listening notes tools webinar women womenwhotech.

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Tools Tech RSS Map 162

The Verge

JULY 22, 2021

You can put it on a flash drive if you want, though it wouldn’t do you much good without a computer for analysis!”. In our collaboration we had with DeepMind, we had a dataset with a protein sample we’d had for 10 years, and we’d never got to the point of developing a model that fit,” he says. anyone can use it for anything”.

Map 131

Map Create Structure Research 131

Beth's Blog: How Nonprofits Can Use Social Media

MARCH 29, 2012

I will be facilitating a panel discussion with: Amy Sample Ward, Membership Director, NTEN. Data and information visualizations for advocacy, evaluation, social media, network analysis, operations, and more! Learn about the tools available that bring mobile, web and social together. Amy Gahran, CNN Journalist. Session Takeaways.

San Francisco 89

San Francisco NTC Conference NTEN 89

Towards Data Science

JUNE 6, 2023

Fitbit activity analysis with DuckDB Photo by Jake Hills on Unsplash Wearable fitness trackers have become an integral part of our lives, collecting and tracking data about our daily activities, sleep patterns, location, heart rate, and much more. A small sample of the thousands of nested files — Screenshot by the author. Why DuckDB?

Personal 98

Personal Data Files Analysis 98

Saleforce Nonprofit

AUGUST 30, 2021

Moreover, this work has been underfunded and its analysis happens often away from C-suite or Board discussions. It’s true that rigorous evaluation is critical, but right-sizing your evaluation is equally important. In other words, one size doesn’t fit all. Participant-Centered Program Management.

Integration 69

Integration Impact Practice Organization 69

Amy Sample Ward

JUNE 6, 2011

View more presentations from Amy Sample Ward. How do you evaluate your programs and services? We also need other organizations to lead by teaching us how to communicate, others to lead by creating models of analysis and measurement, and so on. Technology and Community: Strategic Options for Movement Building. What is a movement?

Community 220

Community Build Technology Action 220

The Verge

MAY 24, 2021

It’s not the type of analysis companies usually do before launching a product, says Jac Dinnes, a senior researcher at the University of Birmingham’s Institute of Applied Health Research who has evaluated smartphone apps for skin conditions. Still, that type of analysis tends to be uncommon. Filling in a knowledge gap.

Tools 72

Tools People Evaluation Google 72

Forum One

FEBRUARY 28, 2023

No matter your biggest challenge, the ticket to solving those issues is figuring out how to break down these silos and make your data analysis easier. Here are a few sample questions you might consider adding to your list: How fast are we growing? These insights should help your team evaluate and prioritize the next question to tackle.

Data 88

Data Question Analysis Tools 88

The Next Web

AUGUST 4, 2012

Perhaps an image of a happy, smiley family would work best with our sample ad. This is essential to any A/B testing that you might run: how many samples? The more data samples you have to work with, the more accurate and reflective your results will be. Perhaps your logo? Maybe a 20 percent off image? How much to test?

Test 131

Test Campaign email Measure 131

Qgiv

FEBRUARY 20, 2024

Data analysis AI is a great tool for enhancing your data analysis across your organization. This analysis can be used to discover valuable insights and make informed decisions about your fundraising strategy. ChatGPT Prompts for Nonprofits: Get Started Today [Samples]. Use these prompts to effectively use ChatGPT.

Fundraising 93

Fundraising Nonprofit Donor Volunteer 93

Beth's Blog: How Nonprofits Can Use Social Media

JANUARY 5, 2009

Amy Sample Ward lays out a 5 things to think about before you get into the execution of a social media strategy for the first time. If you are using a RSS reader, evaluate if it is still works for you. It can help you evaluate whether a tool is really valuable. by habit or just the resources you actually need to retrieve?

Social Media 99

Social Media Media Tips Social 99

Care2

JULY 11, 2013

They share best practices in online campaigning as well as concrete data and analysis from their A/B testing. For example, one of the case studies that Amy Sample Ward and I profiled in the mobile section of our book Social Change Anytime Everywhere was about “Missed Calls” as an organizing strategy.

Resource 72

Resource Nonprofit India Case Study 72

CauseVox

JANUARY 3, 2025

If you dont have access to this data or are a new organization, use your estimated budget or research the financial trends of similar organizations to guide your analysis. Perform a SWOT Analysis As an additional level of assessment and to make sure nothing is slipping between the cracks, you may want to perform a SWOT analysis.

Fundraising 85

Fundraising Nonprofit Calendar Donor 85

The AI Alignment Forum

MARCH 21, 2025

Such AI must roughly perform on par with scaling lab research scientists when evaluated on well-scoped person-month tasks. 3] Second, using the task-agnostic model interpretation I(M), I is evaluated on utility for improving time-efficiency and accuracy in solving downstream tasks.

Case Study 52

Case Study Studies Method Evaluation 52

DataRobot

JULY 28, 2022

Ultimately, the evaluation is based on whether or not the model delivers success to the customers’ business. Sensor Data Analysis Examples. Especially in time series data analysis, there are many situations in which there are severe fluctuations and consequent noise. Examples of Voice Data Analysis. initial_value_guess.

Skills 72

Skills Practice Business Data 72

ASU Lodestar Center

MAY 15, 2017

The Vera Institute (2015) offers this definition of social impact bonds: “In a social impact bond, private investors fund an intervention through an intermediary organization—and the government repays the funder only if the program achieves certain goals, which are specified at the outset of the initiative and assessed by an independent evaluator.”.

Program 58

Program Management Nonprofit Evaluation 58

The AI Alignment Forum

MARCH 6, 2025

By in the wild, we basically mean any setting that is not intentionally created to measure something (such as evaluations). By default, Id do some exploratory scanning on e.g. 10k samples to quickly improve my classifiers. Once you have a large set of classified data rated by multiple classifiers, we can start with data analysis.

Model 52

Model International Analysis Examples 52

Forj

APRIL 22, 2021

What should you consider when evaluating eLearning consultants? If you’ve outgrown your current learning management system, a consultant can help you research solutions, evaluate them against your needs, and make a plan for implementing the new tech into your strategy. What does a learning consultant do? Organizational Readiness.

eLearning 69

eLearning Consultant Guide Associations 69

Kaggle Blog

APRIL 20, 2020

high-performance computing, survival analysis, and time series. To collect out-of-sample training data for the ensemble learner, I divide the training data into three sets: 80%, 10%, and 10%. Both individual classifiers and the combiner are evaluated on the last 10% data set (as those shown in Figure 1 and Figure 2).

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Challenge Contest Model Train 73

Tableau

NOVEMBER 14, 2023

Know the Source Whether you are reading a social post, news article or business report, it’s important to know and evaluate the source of the data and charts that you view. What was the sample size of the data? Does the sample properly represent the population? SCAM stands for S ource, C hart, A xes, and M essage.

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Chart Sample Badge Survey 52