The Verge

JULY 22, 2021

Their purpose is dictated by their structure, which folds like origami into complex and irregular shapes. Previously, determining the structure of a protein relied on expensive and time-consuming experiments. But last year DeepMind showed it can produce accurate predictions of a protein’s structure using AI software called AlphaFold.

Map 131

Map Create Structure Research 131

TechCrunch

JANUARY 5, 2022

Tech is an increasingly important part of the complex drug discovery and testing process, and with advances in processing power and algorithms it is tapping new areas for analysis. Proteomics, the domain of proteins and their interactions is up next, and Protai is one startup getting to work on it after raising an $8M seed round.

Sample 96

Sample Structure Interaction Test 96

.orgSource

NOVEMBER 28, 2023

Here’s a sample of the options on Coursera. ANNs are inspired by the structure and function of the human brain. Facial recognition, self-driving cars, and medical image analysis use this technology. Offering employees who show interest an introductory class in AI fundamentals will provide a solid foundation for discovery.

Language 221

Language Knowledge Problem Train 221

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. Using graphs creates numerous challenges.

Build 124

Build Method Analysis Research 124

TechCrunch

FEBRUARY 9, 2022

Today, if a hematologist wanted to dive into the exact organization and structure of your blood cells, they’d probably need a microscope in a lab. That process involves placing a smear of blood onto a slide, and examining the shape, size and structure of certain cells using a well-trained eye. Image Credits: Scopio.

Work 89

Work Sample Slides Test 89

NTEN

JULY 28, 2010

The Analysis Exchange is a first-of-its-kind effort to freely provide analytical insights to nonprofits and non-governmental organizations. Joining Analysis Exchange is completely free and the entire process takes about three weeks beginning to end. What I love about the Analysis Exchange is the learning is reciprocal.

Analysis 40

Analysis Mentoring Student Analytics 40

Google Research AI blog

FEBRUARY 7, 2023

As the scale of transformers continues to grow, it is interesting to study if there are any naturally occurring structures or patterns in the learned models that may help us decipher how they work. One key assumption in optimizers like SGD is that each data point is sampled independently and identically from a distribution.

Research 118

Research Learning Google Sample 118

TechCrunch

JULY 13, 2021

A sampling of regulators developing suptech include the FDIC, CFPB, FINRA and Federal Reserve in the U.S.; A quick general note: Nearly every financial services regulator is engaged in some type of suptech activity and the use cases discussed in this article are intended as a sample, not a comprehensive list. Regulatory reporting.

Facilitation 92

Facilitation Rwanda Sample Analysis 92

DataRobot

DECEMBER 20, 2021

The short answer is anyone: E-commerce, Security, Medical Image Analysis, Industrial Automation, and more. Concrete surface cracks are a major defect in civil structures. 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

Google Research AI blog

JUNE 23, 2023

This aspect of HALP is similar to reinforcement learning from human feedback (RLHF) systems, but with two important distinctions: Feedback is automated and leverages well-known results about the structure of offline optimal cache eviction policies. This process is based on efficient random sampling that approximates exact priority queues.

Learning 79

Learning Sample Comparison Policy 79

Google Research AI blog

JUNE 22, 2023

phonemes ) and their temporal structure (e.g., SoundStorm relies on a bidirectional attention-based Conformer , a model architecture that combines a Transformer with convolutions to capture both local and global structure of a sequence of tokens. In the case of audio, neural audio codecs (e.g., with AudioLM ), text-to-speech (e.g.,

Audio 98

Audio Generation Model Voice 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. The article below has everything you need to know—and then some.

Analysis 52

Analysis Project Donor Retention 52

Nonprofit Tech for Good

DECEMBER 14, 2022

Access to password-protected content like checklists for camping with kids or sample lesson plans for outdoor educators. Library of content – Some organizations have an impressive body of work, blog posts, books, white papers, policy analysis, talking points, swipe files, samples, templates, checklists, infographics, and much more.

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Donor Social Media Sponsor Benefit 331

Beth's Blog: How Nonprofits Can Use Social Media

AUGUST 21, 2013

Today, Knight Foundation published a new Giving Day Playbook , which breaks down the whole process from Day One of planning to launch and post-campaign analysis. 3: Pick the structure that best fits your capacity and goals. There is no one “right” or ideal structure for a Giving Day. But they don’t have to be.

Foundation 107

Foundation Giving Miami Train 107

Beth's Blog: How Nonprofits Can Use Social Media

JANUARY 10, 2012

The tools that create interest graphs, the curation tools , allow you to put some structure and that’s what provides the context. If you decide to set up a board, here’s some useful tips from Mashable and this analysis of the top brands on Pinterest. But remember, as Nancy Schwartz points, Relevance Rules!

Audience 123

Audience Content Tools Social Media 123

The Next Web

JANUARY 13, 2014

This works if it turns out there is a deep structural problem but can be a lot of time wasted if it turns out that the problem was due to totally random circumstances. Choose to take advice from an appropriate sample size of people and/or stick a time limit on it. Entrepreneur LifeHacks Analysis and Opinion How-To''s'

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Wisconsin Advice Knowledge Goal 137

Beth's Blog: How Nonprofits Can Use Social Media

MARCH 15, 2013

Amy Sample Ward facilitated a lunch time conversation about impact measurement for nonprofits in the Beacon Lounge with Lynn Labieniec of Beaconfire and Robert Rosenthal of VolunteerMatch. If you are hungry for the content, see the above deck or these two curated collections of Tweets – one from David Neff and the other from me.

Measure 98

Measure Data Facilitation Lecture 98

Towards Data Science

JANUARY 17, 2024

They are designed to handle the challenges of big data like size, speed, and structure. Seamless Data Analytics Workflow: From Dockerized JupyterLab and MinIO to Insights with Spark SQL Once everything’s ready, we’ll start by preparing our sample data. Data engineers often face a plethora of choices. io.delta:delta-spark_2.12:3.0.0").config("spark.hadoop.fs.s3a.endpoint",

Files 97

Files Data Practice Guide 97

Towards Data Science

MARCH 17, 2023

I know that this is a controversial claim, but when it comes to structured tabular data then training on a distributed cluster (rather than on sampled data, for example) is often not justified. XGBoost’s train method requires a DMatrix object to represent its sample data.

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Train Training Model Time 98

Achieve

NOVEMBER 27, 2016

After conducting a thorough analysis using the site’s Google Analytics, Achieve developed a plan that would accomplish the goals set during the kickoff meeting. To accomplish this goal the team conducted a thorough usability analysis on the old website to determine high traffic areas.

Award 52

Award Websites Tampa Phase 52

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

Whole Whale

AUGUST 7, 2023

Rewriting strengthens logic, structure, and transitions. Overall, this methodology structures regular critical analysis of output to curate higher quality through ongoing refinement. Strengthening Coherence Identify ways the previous reply could have improved flow, transitions, and logical structure.

Guide 52

Guide Summary Structure Sample 52

The AI Alignment Forum

MARCH 21, 2025

In the generalisation frame, we take a meta-learning approach: define a set of behavioural tasks, T, which is sufficiently general such that performance on held-out t in T requires exploiting structure in the trained model weights. The task set could include evals currently used by interpretability researchers to validate their methods. [4]

Case Study 52

Case Study Studies Method Evaluation 52

The AI Alignment Forum

FEBRUARY 14, 2025

However, the fact that a random circuit is so unlikely to satisfy P "by chance" suggests that any circuit that does satisfy P has some kind of special structure that explains "why" it satisfies P. For example, the aforementioned circuit C ( x ) = x , implemented as 3 n parallel NOT gates, has a very clear structure.)

Structure 52

Structure Advice International Language 52

Towards Data Science

JULY 10, 2023

It won’t have any commands to execute in dbt, but it will talk through how to think about your model, and how to structure your workflow to make sure you’re not wasting your time. This article is the result of research and experiments into how best to design and implement a dbt model. Click here to see the full example.

Model 98

Model Design Map Authoring 98

Google Research AI blog

JANUARY 18, 2023

Analysis and synthesis tasks, like crafting new documents or emails from a few sentences of guidance, or partnering with people to jointly write software together. Another long-standing challenge in computer vision is to better understand the 3-D structure of real-world objects from one or a few 2-D images. All kinds of tasks.

Language 132

Language Model Generation Research 132

Towards Data Science

MAY 22, 2023

Creating a data frame Let’s start with a simple problem and create a Pandas data frame from a sample dataset. Even though we used a sample for our experiment, the code generated in the next sections can in principle also handle bigger datasets. . at the time. 1412, 25.5, 1 Asia China 2022 Demographics Population 1412.0 1412, 25.5,

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North America Data Germany Asia 98

The AI Alignment Forum

MARCH 12, 2025

The 200 deployment prompts are real ChatGPT user prompts from the WildChat dataset, and the 200 evaluation prompts are sampled evenly from three LLM benchmarks: BIG-Bench , Anthropic's LLM Written Evaluations , and WMDP. If the sample prompt is an evaluation prompt, then answering yes to this question would be correct).

Awareness 52

Awareness Evaluation Sample Benchmark 52

Google Research AI blog

JULY 23, 2023

Cohen Scalable Adaptive Computation for Iterative Generation Allan Jabri *, David J.

Google 77

Google Language Tutorial Model 77

DataRobot

NOVEMBER 9, 2021

In this post, we show how converting data to images can provide greater accuracy for signal classification problems by leveraging multi-modal datasets instead of plain tabular,structured datasets. There are six different activity classes with nine time series signals per sample. The final GAF image should look similar to below: .

Technique 52

Technique Model Sample Statistics 52

Tableau

OCTOBER 10, 2024

By providing a clear view of each data point, Beeswarm charts are handy in detailed exploratory data analysis where individual data values are interesting. Sample Superstore Radar Chart by Tristan Guillevin. This makes it easy to identify clusters, gaps, outliers, and the overall spread of your data.

Chart 59

Chart Guide Relationship Data 59

Neon CRM

SEPTEMBER 5, 2023

Assess your needs: Conduct a thorough analysis of your current donor database’s shortcomings, challenges, and the goals you aim to achieve with the new system. Build a data mapping plan: Understand your current data structure comprehensively, identifying the fields and attributes you use at your organization.

Donor 52

Donor Data Nonprofit Map 52

Tableau

NOVEMBER 14, 2023

What was the sample size of the data? Does the sample properly represent the population? Topic to investigate: Why Did the authors have a particular motive behind gathering the data and doing the analysis? The number of people that you surveyed, or the sample size, will affect the margin of error (MOE).

Chart 52

Chart Sample Badge Survey 52

Tableau

NOVEMBER 14, 2023

Is the interpretation appropriate for the data analysis shown? Sometimes an appropriate chart and analysis can be misinterpreted. Graph showing the +/- 9 percentage points margin of error (MOE) for the survey results from a total sample size of 300 (135 preferred AppleSapple and 117 preferred BananaWana).

Chart 52

Chart Review Comparison Badge 52

The Verge

SEPTEMBER 28, 2021

So was Samidh Chakrabarti, Facebook’s just-departed former head of civic integrity efforts, who pointed out the blog post would have been more credible if it had been signed by the actual researchers who did the analysis.). That would be a signal that they are willing to stand behind the comms team's characterization of their work.

Facebook 68

Facebook Files Journal Research 68

TechCrunch

JUNE 3, 2022

billion into New York City-based instant delivery companies alone, a separate analysis found. ” TechCrunch contacted a sampling of delivery companies to inquire about hiring status, including DoorDash, Delivery.com, GrubHub, Grab, Deliveroo, Just Eat Takeaway, and Delivery Hero. billion in 2021.

Marketing 98

Marketing Model Profit New York City 98

Kaggle Blog

JULY 29, 2020

I spent over a decade of my career developing large-scale data pipelines to transform both structured and unstructured data into formats that can be utilized in downstream systems. For example, studies with a larger sample size (i.e. David: My technical background is in ETL, data extraction, data engineering and data analytics.

Data 71

Data Search Model Studies 71