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Difference between revisions of "Artificial Intelligence"
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===GC Guiding & Supporting Documents=== | ===GC Guiding & Supporting Documents=== | ||
| − | :* [https://www.canada.ca/en/government/system/digital-government/digital-government-innovations/responsible-use-ai/gc-ai-strategy-overview.html | + | :* [https://www.canada.ca/en/government/system/digital-government/digital-government-innovations/responsible-use-ai/gc-ai-strategy-overview.html Government of Canada: AI Strategy for the Federal Public Service 2025-2027: Priority areas] |
:* [https://www.tbs-sct.canada.ca/pol/doc-eng.aspx?id=32592#appA Directive on Automated Decision-Making] | :* [https://www.tbs-sct.canada.ca/pol/doc-eng.aspx?id=32592#appA Directive on Automated Decision-Making] | ||
| + | :* [https://www.canada.ca/en/government/system/government-wide-reporting-spending-operations/trust-transparency/government-canada-trust-and-transparency-strategy.html Government of Canada Trust and Transparency Strategy] | ||
| + | :* [https://www.canada.ca/en/government/system/digital-government/digital-government-innovations/responsible-use-ai.html Responsible Use of Artificial Intelligence in Government] | ||
| + | :* [https://www.canada.ca/en/government/system/digital-government/digital-government-innovations/responsible-use-ai/guide-use-generative-ai.html Guide on the Use of Generative Artificial Intelligence] | ||
| + | :* [https://www.canada.ca/en/government/system/digital-government/canada-digital-ambition.html Government of Canada: Digital Ambition] | ||
| + | :* [https://www.tbs-sct.canada.ca/pol/doc-eng.aspx?id=32603 Policy on Service and Digital] | ||
| + | :* [https://www.canada.ca/en/government/system/digital-government/government-canada-digital-standards.html Government of Canada: Digital Standards] | ||
| + | |||
| + | === Artificial Intelligence Examples in the GC=== | ||
| + | |||
| + | :* For a list of examples of A.I. tools in the GC, go to: [https://www.gcpedia.gc.ca/wiki/Artificial_Intelligence '''GCpedia''']. | ||
| − | :* [https:// | + | === Glossaries === |
| − | + | :* [https://wiki.gccollab.ca/Artificial_Intelligence/Glossary Basic glossary of A.I. terms] - Yale University | |
| − | + | For a more advanced glossary, visit [https://en.wikipedia.org/wiki/Glossary_of_artificial_intelligence '''Wikipedia''']. | |
===Videos=== | ===Videos=== | ||
| Line 14: | Line 24: | ||
===Articles=== | ===Articles=== | ||
| − | + | :* [https://service.ssc-spc.gc.ca/en/news/articles/24-09-2024/generative-artificial-intelligence-genai Technology 101 - Generative artificial intelligence - SSC (2 minutes)] | |
| − | :* [https:// | ||
| − | |||
| − | |||
| − | |||
:* [https://amatria.in/blog/PromptEngineering Prompt Engineering 101: Introduction and resources] - Amatria (12 minutes) | :* [https://amatria.in/blog/PromptEngineering Prompt Engineering 101: Introduction and resources] - Amatria (12 minutes) | ||
:* [https://humanloop.com/blog/prompt-engineering-101 Prompt Engineering 101] - HumanLoop (10 minutes) | :* [https://humanloop.com/blog/prompt-engineering-101 Prompt Engineering 101] - HumanLoop (10 minutes) | ||
| Line 34: | Line 40: | ||
:* [https://www.coursera.org/videos/generative-ai-for-data-science/CXgZg?source=search&query=generative%20AI%20bias Understanding and Mitigating Bias in Generative AI] - Coursera (1 hour, 23 minutes) | :* [https://www.coursera.org/videos/generative-ai-for-data-science/CXgZg?source=search&query=generative%20AI%20bias Understanding and Mitigating Bias in Generative AI] - Coursera (1 hour, 23 minutes) | ||
:* [https://www.coursera.org/specializations/prompt-engineering Prompt Engineering Specialization] - Coursera (40 hours) | :* [https://www.coursera.org/specializations/prompt-engineering Prompt Engineering Specialization] - Coursera (40 hours) | ||
| + | |||
| + | ===Specific A.I. Tools - Learning Resouces=== | ||
| + | :* [https://learn.microsoft.com/en-us/copilot/ Co-Pilot (Microsoft)] | ||
| + | :* [https://help.openai.com/en/ ChatGPT] | ||
| + | :* [https://www.llama.com/docs/community-support-and-resources/ LLaMA (Meta)] | ||
| + | :* [https://learn.microsoft.com/en-us/training/browse/?products=github&filter-products=Github%20co-pilot&terms=Github%20copilot GitHub Copilot] | ||
| + | :* [https://help.openai.com/en/ DALL-E (OpenAI)] | ||
| + | :* [https://www.midjourney.com/help Midjourney] | ||
| + | :* [https://stablediffusionweb.com/#faq Stable Diffusion] | ||
===Resources offered by the Canada School of Public Service (CSPS)=== | ===Resources offered by the Canada School of Public Service (CSPS)=== | ||
| Line 45: | Line 60: | ||
===Academic Programs offered by Universities and Colleges (U.S.A)=== | ===Academic Programs offered by Universities and Colleges (U.S.A)=== | ||
| − | :* [https://online.stanford.edu/programs/artificial-intelligence-graduate-certificate Artificial Intelligence Graduate Certificate | + | :* [https://online.stanford.edu/programs/artificial-intelligence-graduate-certificate Artificial Intelligence Graduate Certificate] - Stanford University online (1-2 years) |
| + | :* [https://online.stanford.edu/programs/artificial-intelligence-professional-program Artificial Intelligence Professional Program] - Stanford University School of Engineering (1.5 years) | ||
:* [https://executive.mit.edu/course/artificial-intelligence/a056g00000URaa3AAD.html Artificial Intelligence: Implications for Business Strategy] - MIT Sloan School (6 weeks) | :* [https://executive.mit.edu/course/artificial-intelligence/a056g00000URaa3AAD.html Artificial Intelligence: Implications for Business Strategy] - MIT Sloan School (6 weeks) | ||
:* [https://online.hbs.edu/courses/ai-essentials-for-business/ A.I. Essentials for Business] - Harvard Business School online (4 weeks) | :* [https://online.hbs.edu/courses/ai-essentials-for-business/ A.I. Essentials for Business] - Harvard Business School online (4 weeks) | ||
| Line 55: | Line 71: | ||
:* [https://gcxgce.sharepoint.com/teams/1000558 Artificial Intelligence and Data Science Group (AIDSG)] | :* [https://gcxgce.sharepoint.com/teams/1000558 Artificial Intelligence and Data Science Group (AIDSG)] | ||
:* [https://gcxgce.sharepoint.com/teams/10001115 CPDI Community of Practice on Data and Information] | :* [https://gcxgce.sharepoint.com/teams/10001115 CPDI Community of Practice on Data and Information] | ||
| + | :* CSA's AI Community of Practice (link needed) | ||
:* [https://gcxgce.sharepoint.com/teams/1000538 Data Science and Artificial Intelligence] | :* [https://gcxgce.sharepoint.com/teams/1000538 Data Science and Artificial Intelligence] | ||
:* [https://gcxgce.sharepoint.com/teams/1000177 Data Science Network for the Federal Public Service] | :* [https://gcxgce.sharepoint.com/teams/1000177 Data Science Network for the Federal Public Service] | ||
| Line 64: | Line 81: | ||
:* [https://gccollab.ca/groups/profile/5367516/data-science-and-artificial-intelligence Data Science and Artificial Intelligence] | :* [https://gccollab.ca/groups/profile/5367516/data-science-and-artificial-intelligence Data Science and Artificial Intelligence] | ||
:* [https://gccollab.ca/groups/profile/5881/data-science-science-des-donn-es Data Science] | :* [https://gccollab.ca/groups/profile/5881/data-science-science-des-donn-es Data Science] | ||
| + | |||
| + | ===GC Departmental Webpages=== | ||
| + | :* [https://www.canada.ca/en/department-national-defence/corporate/reports-publications/dnd-caf-artificial-intelligence-strategy/what-is-ai.html National Defence / Canadian Armed Forces] | ||
| + | |||
===A.I. Industry Articles=== | ===A.I. Industry Articles=== | ||
| Line 69: | Line 90: | ||
:* [https://www.digitaljournal.com/business/ai-adoption-stumbles-report-highlights-employee-leadership-disconnect/article AI adoption stumbles: Report highlights employee-leadership disconnect: Digital Journal, April 2025] | :* [https://www.digitaljournal.com/business/ai-adoption-stumbles-report-highlights-employee-leadership-disconnect/article AI adoption stumbles: Report highlights employee-leadership disconnect: Digital Journal, April 2025] | ||
:* [https://www.globalgovernmentforum.com/ai-productivity-for-public-sector-a-c700bn-opportunity/ AI productivity for public sector: A C$700bn opportunity - Global Government Forum, March 2025] | :* [https://www.globalgovernmentforum.com/ai-productivity-for-public-sector-a-c700bn-opportunity/ AI productivity for public sector: A C$700bn opportunity - Global Government Forum, March 2025] | ||
| + | :* [https://can01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fe1.envoke.com%2Fext%2Fclick%2Fgo%2F8f0e99c3c446820157a64ee50de0325c%2Fc51ef66b82637850261680b48be009c3%2Fabe018f29500582eba2e14b210baff0d&data=05%7C02%7Cjeffrey.outram%40tbs-sct.gc.ca%7C2545766431fe4442147708dd83d3cbad%7C6397df10459540479c4f03311282152b%7C0%7C0%7C638811667883915639%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=h04dZAv%2BXhOBGa2SXgAlfTWDW%2FVRYxxheR6vMLWK7Ps%3D&reserved=0 U7+ Alliance presidents sign communiqué to advance AI in Canadian postsecondary] | ||
| + | |||
| + | ===Professional Services Organizations - Research and Training Materials=== | ||
| + | :* [https://www.accenture.com/ca-en/services/data-ai Accenture] | ||
| + | :* [https://www.deloitte.com/ca/en/services/consulting/services/ai-and-data.html Deliotte] | ||
| + | :* [https://www.ey.com/en_ca/services/ai#tabs-33347f2594-item-634deefc16-tab Ernst and Young] | ||
| + | :* [https://www.gartner.com/en/information-technology/topics/ai-strategy-for-business Gartner] | ||
| + | :* [https://www.infotech.com/research-centers/human-centric-ethical-and-practical-ai Info Tech] | ||
| + | :* [https://kpmg.com/ca/en/home/services/digital/ai-services/you-can-with-ai.html KPMG] | ||
| + | :* [https://www.oracle.com/ca-en/artificial-intelligence/ Oracle] | ||
| + | :* [https://www.pwc.com/ca/en/today-s-issues/generative-ai.html PWC] | ||
| + | |||
| + | ===Public Policy/Administration Organizations - Research and Training Materials=== | ||
| + | :* [https://iog.ca/governance-knowledge-hub/ IOG] | ||
| + | :* [https://www.oecd.org/en/topics/artificial-intelligence.html OECD] | ||
| + | :* [https://ipac.ca/Public/Programs/AI-More-Resources.aspx IPAC] | ||
===Credits=== | ===Credits=== | ||
| − | * Brian Wray, Manager, Data Science and AI Incubation, CTOB, | + | * Brian Wray, Manager, Data Science and AI Incubation, CTOB, Shared Services Canada |
| − | * [mailto:jeffrey.outram@tbs-sct.gc.ca Jeff Outram], Free Agent, Treasury Board Secretariat | + | * Jeff Braybrook, Senior Advisor, Digital Services, Shared Services Canada |
| + | * Kent Aitken, Director, Digital Academy, Canada School of Public Service | ||
| + | * [mailto:jeffrey.outram@tbs-sct.gc.ca Jeff Outram], Free Agent/Senior Advisor, Treasury Board Secretariat | ||
Revision as of 16:43, 30 April 2025
The following is a list of resources to help public servants learn about the basics of Artificial Intelligence, please feel free to add your own content, or contact Jeff Outram.
GC Guiding & Supporting Documents
- Government of Canada: AI Strategy for the Federal Public Service 2025-2027: Priority areas
- Directive on Automated Decision-Making
- Government of Canada Trust and Transparency Strategy
- Responsible Use of Artificial Intelligence in Government
- Guide on the Use of Generative Artificial Intelligence
- Government of Canada: Digital Ambition
- Policy on Service and Digital
- Government of Canada: Digital Standards
Artificial Intelligence Examples in the GC
- For a list of examples of A.I. tools in the GC, go to: GCpedia.
Glossaries
- Basic glossary of A.I. terms - Yale University
For a more advanced glossary, visit Wikipedia.
Videos
- Prompt Engineering Tutorial – Master ChatGPT and LLM Responses - FreeCodeCamp.org (41 Minutes)
- Prompt Engineering 101 - Crash Course & Tips - AssemblyAI (14 minutes)
Articles
- Technology 101 - Generative artificial intelligence - SSC (2 minutes)
- Prompt Engineering 101: Introduction and resources - Amatria (12 minutes)
- Prompt Engineering 101 - HumanLoop (10 minutes)
- Prompt Engineering - AssemblyAI (10 minutes)
- Best practices for prompt engineering with the OpenAI AP - OpenAI (10 minutes)
- How to Write Good AI Prompts: A Beginner’s Guide (+12 Templates) - Magical (10 minutes)
- Writing ChatGPT Prompts That Get Results (with Examples) - Grammarly (10 minutes)
Guides
- Mastering ChatGPT: How to Craft Effective Prompts (Full Guide) - GPTbot (15 minutes)
Online Courses
- Effective Prompt Engineering for AI - Coursera (2 hours, 20 minutes)
- Advanced Prompt Engineering Methods - Coursera (53 minutes)
- Understanding and Mitigating Bias in Generative AI - Coursera (1 hour, 23 minutes)
- Prompt Engineering Specialization - Coursera (40 hours)
Specific A.I. Tools - Learning Resouces
Resources offered by the Canada School of Public Service (CSPS)
Note, you will need to log in to access the following free resources: click here.
Resources offered by the Canada Centre for Cyber Security (CCCS)
Note, you will need to log in to access the following resources: click here
Academic Programs offered by Universities and Colleges (Canada)
To view the various Canadian academic A.I. programs, click here.
Academic Programs offered by Universities and Colleges (U.S.A)
- Artificial Intelligence Graduate Certificate - Stanford University online (1-2 years)
- Artificial Intelligence Professional Program - Stanford University School of Engineering (1.5 years)
- Artificial Intelligence: Implications for Business Strategy - MIT Sloan School (6 weeks)
- A.I. Essentials for Business - Harvard Business School online (4 weeks)
Related GC Communities (GCXchange)
- Applied Text Analytics and Generative AI CoP
- Artificial Intelligence and Data Science Group (AIDSG)
- CPDI Community of Practice on Data and Information
- CSA's AI Community of Practice (link needed)
- Data Science and Artificial Intelligence
- Data Science Network for the Federal Public Service
- Digital Analytics Community of Practice
- ESDC's Artificial Intelligence Center of Enablement (AICoE) (link needed)
- Generative AI Community
Related GC Communities (GCcollab)
GC Departmental Webpages
A.I. Industry Articles
- The 2025 AI Index Report - Stanford University: Human-Centered Artificial Intelligence
- AI adoption stumbles: Report highlights employee-leadership disconnect: Digital Journal, April 2025
- AI productivity for public sector: A C$700bn opportunity - Global Government Forum, March 2025
- U7+ Alliance presidents sign communiqué to advance AI in Canadian postsecondary
Professional Services Organizations - Research and Training Materials
Public Policy/Administration Organizations - Research and Training Materials
Credits
- Brian Wray, Manager, Data Science and AI Incubation, CTOB, Shared Services Canada
- Jeff Braybrook, Senior Advisor, Digital Services, Shared Services Canada
- Kent Aitken, Director, Digital Academy, Canada School of Public Service
- Jeff Outram, Free Agent/Senior Advisor, Treasury Board Secretariat