AI courses with nonprofit-sector context — page 6

Build and fund AI

• Apply a five-step build-or-buy, design, deploy and maintain framework
• Examine Quill.org and E4Youth examples and lifecycle funding, evaluation and sunsetting.

Grant writing in the age of AI

Research credible funders, cross-check sources, review RFP criteria, build scoring matrices and proposal checklists, and draft with funder-specific language and human review.

Human-centered and responsible generative AI

Reflect on workflows and values, select tools, examine responsible prompting demonstrations and create an interim acceptable-use policy.

Intro to the AI framework for an equitable world

• Apply an equitable-AI framework to inputs, outcomes and accountability across individual, organizational and system impact
• Design interventions across development and deployment using a John Jay College case.

Introduction to responsible AI

• Apply an AI risk framework to recruitment, donor outreach and program content
• Try self-paced social-media and grant-writing activities.

Legal considerations with AI

• Assess privacy, confidentiality and security risks in nonprofit use cases
• Examine vendor contracts and construct a mission-aligned governance roadmap.

Mitigate bias in AI

• Recognize bias
• Use counter-stereotypical examples and bias-aware prompting
• Plan ongoing audits through hands-on exploration.

Practical AI for philanthropy professionals

• Watch grantee-data analysis and simple custom-GPT demonstrations
• Use data, context and guardrails to guide policy and philanthropic work.

Streamline grants management with AI

• Work through four grant-lifecycle cases covering strategy, design, due diligence, evaluation and compliance
• Refine prompts and review outputs.

Use AI for smarter impact evaluation

Convert goals into evaluation frameworks, standardize inputs, identify themes and trends, and design a safer evaluation assistant.

Work smarter with AI

• Distinguish healthy from unhealthy cognitive offloading
• Create intentional-use guidelines and prompt for skill-building and analysis.

Staying Data Compliant While Using AI

• Classify client, youth, donor and employee data
• Decide what can enter public AI and establish guardrails.

Build Your Nonprofit Brain

Organizational documents and Claude instructions support pipeline triage, proposal drafting, reporting and privacy review.

Piloter l’usage de l’IA dans la communication institutionnelle

• Compare human/AI output
• Analyse regulatory/confidentiality scenarios and create check grid. Draft institutional release, adapt organisation voice and review peers. Analyse misleading multimedia corpus
• Simulate crisis cell and build verification procedure. Choose tools via risk/value matrix
• Draft charter and editorial human-supervision rules.

Generative KI prozessorientiert einsetzen

Identify workflow steps suited to assistance. Document data and prompts for recurring text, knowledge and communication work. Apply tool-selection criteria and design methods that reduce provider dependency.

KI als Werkzeug im Qualitätsmanagement

Observe a live QM demonstration and try a shared prompting framework. Apply it in small groups to prepared QM cases. Review outputs using a critical checklist and discuss privacy, responsibility and limits.

KI Sichtbarkeit in der Sozialwirtschaft erfolgreiche GEO Strategien

Examine how answer engines select information and the role of authority, structure and trust. Analyse own organisational materials. Rewrite using a GEO checklist.

KI verstehen gestalten und vermitteln in der Sozialwirtschaft

Assess organisational starting points and develop assistant projects. Work through text, multimedia and knowledge uses with ethical guidelines and legal input. Design internal staff-training concepts, then revisit implementation with peers.

Prompting leicht gemacht KI als Einsteiger verstehen und nutzen

• After an introduction to hallucination and bias, learners structure clear prompts for public communication, project applications and internal messages. They test their own prompts in groups, receive feedback and refine the answers. Julia Junge teaches the four-hour beginner workshop
• The advanced assistant workshop is separately linked rather than another edition of this introductory sequence.

Prompting und Assistenzen KI verstehen und nutzen für Fortgeschrittene

Julia Junge's advanced workshop moves from prompting structure to reusable routine templates, document processing and reasoning models, then creating and testing NGO assistant prompts. Live demonstrations, small-group prompt work and feedback support application to participants' own work. The public outline does not instantiate a particular document or administrative case.

KI im sozialen Bereich Einstieg Anwendung und Ausprobieren

Compare tools and learn prompt writing. Practise own text drafts, method ideas and wording from social work. Reflect on whether AI is useful and prepare first application steps.

KI als Sparringspartner Automatisierungen Skills und Agenten

Specify a task with context, boundaries and output format. Create reusable routines for minutes, concept sketches, job profiles and letters. Review safe automation/agent boundaries and prepare a team-use map identifying excluded data and reviewer.

Nonprofit AI Framework

Use organizational/ethical/technical considerations: engage early adopters and stakeholders, review data policies, provide disclosure/opt-out/manual review and human accuracy checks before tool selection.

Self-paced AI Training

• Current three-module course: AI concepts, prompting, ethics/critical thinking. Accessible older deck additionally covers cyber/governance
• Goal/context/source/expectation framework, worked research prompt and checking.

AI Maturity Model for Nonprofits

• Map teams across five stages
• Select one team and next stage for 90 days.

AI for Good: Navigating the Ethical and Strategic Landscape

• Scope an AI use case by purpose, data, stakeholders and criticality
• Assess risk, compare likelihood and impact with appetite, select avoidance, mitigation, transfer or acceptance, assign owners, resources and deadlines, then monitor performance, bias, security and review triggers.

Tekoäly järjestötyön tukena

Set up AI service safely, practise prompts, choose an association communications/member/project/event task, build and scope an assistant supporting grant applications or reports, test and document risks, then present the experiment and plan staff knowledge-sharing and continued use.

Making AI Tools Work: Best Practices for Nonprofits and Social Impact

• Hands-on prompts make AI function as a consultant
• Configure custom assistants and adjust reasoning, connectors and deep research for organizational work.

AI for NGO and Social Sector Professionals

List NGO AI opportunities, draft donor/grant materials, use NotebookLM for theory-of-change/logframe, design surveys and dashboard, create consent-aware advocacy content, organize CRM/documents, then document three improvements for a real or hypothetical NGO. Module labs and capstone are promised.

Ask the Experts: Focus on AI Prompt Engineering

• Walk through prompt development for email, event/meeting descriptions, reports and narratives
• Optimize clarity, purpose and actionability and answer audience questions.