Artificial Intelligence Zone

Predictive Analytics of Donors in Crowd Funding Platforms

Analytics Vidhya

JUNE 30, 2022

The post Predictive Analytics of Donors in Crowd Funding Platforms appeared first on Analytics Vidhya. The project is based on a Kaggle Competition […].

Data Science

Data Science Algorithm Python Machine Learning

How an Algorithm Could Help Improve Blood Transfusions

Aiiot Talk

OCTOBER 17, 2023

Locating and Profiling Potential Donors One potential use for AI in blood banking is to look at available data to find donors. Algorithms can check blood for donor compatibility, reduce overuse, help develop new therapies and locate potential donors. Still, AI is an extremely valuable asset to doctors and nurses.

Algorithm

Algorithm Artificial Intelligence Artificial Intelligence Robotics

AI and Fundraising: Does Fundraising Need a Human Element?

Unite.AI

OCTOBER 10, 2023

A machine-learning model can use massive data sets to segment donors. Donor Outreach Many people make donations for tax purposes, but even more of them donate because they feel a personal connection to the cause. You can tackle the most common fundraising pain point — donor retention — with AI. While the 2019 rate was 45.4%

AI

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4 Ways Nonprofits Can Use Data Science and Benchmarking

ODSC - Open Data Science

FEBRUARY 6, 2023

As data flows from your CRM — including donor profiles, operational data, social media, and more — predictive and prescriptive analytics and benchmarking offer various uses for nonprofits. They can start grouping donors and potential donors based on this data.

Data Science

Data Science Data Scientist Natural Language Processing NLP

Revolutionize Nonprofit Fundraising With AI-Powered Predictive Analytics

ODSC - Open Data Science

NOVEMBER 7, 2023

It can then recommend the most effective ways to connect with donors and keep them interested. Identify Likely Donor Amounts Small-dollar contributions are undoubtedly valuable to nonprofits. Some of the repetition comes from creating donor receipts or thank-you notes.

Data Science

Data Science AI AI Artificial Intelligence

Review: IDECNN-Improved Differential Evolution of Convolutional Neural Network (Image Classification)

Towards AI

FEBRUARY 21, 2023

In this approach, the DE/best/1 mutation scheme is employed to create a donor vector vi for each target vector xi in the current generation. The best individual from the population is chosen after boundary checking, and a scaling factor F and a random number r are used to select a layer from xbest or (xr1-xr2) to compute the donor vector vi.

Convolutional Neural Networks

Convolutional Neural Networks Neural Network Algorithm Automation

Researchers from the University of Pennsylvania are Developing Machine Learning Strategies to Improve Kidney Matching and Decrease the Risk of Graft Failure

Marktechpost

AUGUST 11, 2023

By analyzing a dataset of 1,66,754 dataset of kidney transplants of deceased donors from (the Scientific Registry of Transplant Recipients)SRTR data using the FIBRES approach, the researchers found the limitations of traditional methods in graft failure risk. Check out the Paper and Reference Article.

Machine Learning

Machine Learning Algorithm AI Researcher AI Research

5 Practical Ways of Using AI That You Can Use Too

ODSC - Open Data Science

AUGUST 22, 2023

Their existence is due to the willingness of donors to provide resources, often in the form of capital, so that these organizations are able to function and achieve their stated missions. Well, non-profits are using AI to personalize fundraising appeals, identify potential donors, and track the impact of their programs.

Data Science

Data Science Artificial Intelligence Artificial Intelligence AI

4 Ways SMEs Can Use Technology to Upskill Their Workforce

Aiiot Talk

JUNE 14, 2023

For example, 99% of non-profits understand the necessity of donor information security. A non-profit expert in donor database security could go through the various actionable steps taken to prevent cyberattacks and user errors.

Robotics

Robotics Artificial Intelligence Artificial Intelligence AI

Arlington, VA: Emerging as a New Powerhouse in AI Innovation

Unite.AI

APRIL 17, 2024

. “This program aims to significantly expand Virginia’s tech talent pipeline through partnerships with 11 Virginia universities and an investment exceeding $2 billion from the Commonwealth, donors, and corporate partners.”

Artificial Intelligence

Artificial Intelligence Artificial Intelligence AI AI

Scroll Back in Time: AI Deciphers Ancient Roman Riddles

NVIDIA

NOVEMBER 10, 2023

Private donors have upped the ante, offering a $700,000 prize for those who can retrieve four distinct passages of at least 140 characters this year — a testament to the value placed on these ancient texts and the lengths required to reclaim them.

Deep Learning

Deep Learning AI AI Machine Learning

Scroll Back in Time: AI Deciphers Ancient Roman Riddles

NVIDIA

NOVEMBER 10, 2023

Private donors have upped the ante, offering a $700,000 prize for those who can retrieve four distinct passages of at least 140 characters this year — a testament to the value placed on these ancient texts and the lengths required to reclaim them.

Deep Learning

Deep Learning AI AI Machine Learning

How the UNDP Independent Evaluation Office is using AWS AI/ML services to enhance the use of evaluation to support progress toward the Sustainable Development Goals

AWS Machine Learning Blog

MARCH 29, 2023

The findings and recommendations of the evaluation reports inform UNDP management, donor, and program staff to better design future interventions, take course-correction measures in their current programs, and make funding and policy decisions at every level.

ML

ML Metadata Data Ingestion Data Extraction

Unpacking the Elon Musk vs. OpenAI Lawsuit

Unite.AI

MARCH 7, 2024

OpenAI further emphasizes that their funding pool, exceeding $90 million from various donors, was instrumental in driving their research forward, thus diluting the weight of Musk's financial role in their journey. This revelation aims to recalibrate the perception of Musk's influence on the organization's development and success.

OpenAI

OpenAI Artificial Intelligence Artificial Intelligence AI Developer

7 Steps to Utilize Predictive Analytics for Identifying Promising Projects in Grant Funding

ODSC - Open Data Science

NOVEMBER 13, 2023

It could analyze past fundraising campaigns, donor behavior, and project outcomes in grant funding. However, a regression model could be more appropriate if you’re looking to predict the exact funding amounts. Model Training At this stage, you’ll feed your model historical data, which it will use to learn patterns and relationships.

Data Science

Data Science Categorization Data Quality Machine Learning

Nonprofit Boards are Weird

Cold Takes

JUNE 23, 2022

4 In practice, I think it's often worse than it sounds, because board members aren't even chosen carefully - a lot of the time, a nonprofit just goes with an assortment of random famous people, big donors, etc. What makes a good board member? Few people even have a hypothesis I've searched a fair amount for books, papers, etc.

Explainability

What's your cardiovascular age?

Mlearning.ai

FEBRUARY 2, 2023

At age 54, he underwent a heart transplant from a donor who died at the age of 16, with a subsequent decrease in CNN-predicted age to 50 years.

Convolutional Neural Networks

Convolutional Neural Networks Neural Network Deep Learning Explainable AI

Text Classification Using Machine Learning Algorithm in R

Heartbeat

MARCH 8, 2023

This dataset will be used to train a machine learning model that will determine based on the content of a new email whether it is spam or not. The S pam dataset : Source • Creators: Mark Hopkins, Erik Reeber, George Forman, Jaap Suermondt at Hewlett-Packard Labs, 1501 Page Mill Rd.,

Machine Learning

Machine Learning Algorithm Categorization NLP

Artificial Intelligence Zone

Predictive Analytics of Donors in Crowd Funding Platforms

How an Algorithm Could Help Improve Blood Transfusions

Webinars

Trending Sources

AI and Fundraising: Does Fundraising Need a Human Element?

Webinars

4 Ways Nonprofits Can Use Data Science and Benchmarking

Revolutionize Nonprofit Fundraising With AI-Powered Predictive Analytics

Review: IDECNN-Improved Differential Evolution of Convolutional Neural Network (Image Classification)

Researchers from the University of Pennsylvania are Developing Machine Learning Strategies to Improve Kidney Matching and Decrease the Risk of Graft Failure

5 Practical Ways of Using AI That You Can Use Too

4 Ways SMEs Can Use Technology to Upskill Their Workforce

Arlington, VA: Emerging as a New Powerhouse in AI Innovation

Scroll Back in Time: AI Deciphers Ancient Roman Riddles

Scroll Back in Time: AI Deciphers Ancient Roman Riddles

How the UNDP Independent Evaluation Office is using AWS AI/ML services to enhance the use of evaluation to support progress toward the Sustainable Development Goals

Unpacking the Elon Musk vs. OpenAI Lawsuit

7 Steps to Utilize Predictive Analytics for Identifying Promising Projects in Grant Funding

Nonprofit Boards are Weird

What's your cardiovascular age?

Text Classification Using Machine Learning Algorithm in R

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