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Difference between pages "National Managers' Community (NMC)/ Newsletter / May 2025" and "Artificial Intelligence"
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| − | + | 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 [mailto:jeffrey.outram@tbs-sct.gc.ca Jeff Outram]. | |
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| − | *[[# | + | ===GC Guiding & Supporting Documents=== | 
| + | :* [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.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''']. | |
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| − | ===  | + | ===Videos=== | 
| − | + | :* [https://www.youtube.com/watch?v=_ZvnD73m40o Prompt Engineering Tutorial – Master ChatGPT and LLM Responses] - FreeCodeCamp.org (41 Minutes) | |
| − | [ | + | :* [https://www.youtube.com/watch?v=aOm75o2Z5-o Prompt Engineering 101 - Crash Course & Tips] - AssemblyAI (14 minutes) | 
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| − | + | ===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://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://www.assemblyai.com/docs/lemur/improving-your-prompt Prompt Engineering] - AssemblyAI (10 minutes) | ||
| + | :* [https://help.openai.com/en/articles/6654000-best-practices-for-prompt-engineering-with-the-openai-api Best practices for prompt engineering with the OpenAI AP] - OpenAI (10 minutes) | ||
| + | :* [https://www.getmagical.com/blog/how-to-write-good-ai-prompts How to Write Good AI Prompts: A Beginner’s Guide (+12 Templates)] - Magical (10 minutes) | ||
| + | :* [https://www.grammarly.com/blog/ai/chatgpt-prompts/ Writing ChatGPT Prompts That Get Results (with Examples)] - Grammarly (10 minutes) | ||
| − | + | ===Guides=== | |
| − | [ | + | :* [https://gptbot.io/master-chatgpt-prompting-techniques-guide Mastering ChatGPT: How to Craft Effective Prompts (Full Guide)] - GPTbot (15 minutes) | 
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| − | === | + | ===Online Courses=== | 
| − | [ | + | :* [https://www.coursera.org/videos/microsoft-copilot-for-security/QIcb1?query=prompt%20engineering&language=English&language=French&productDifficultyLevel=Intermediate&sortBy=BEST_MATCH&source=search Effective Prompt Engineering for AI] - Coursera (2 hours, 20 minutes) | 
| − | + | :* [https://www.coursera.org/videos/fundamentals-of-ai-agents-using-rag-and-langchain/4gB2y?query=prompt%20engineering&language=English&language=French&productDifficultyLevel=Intermediate&sortBy=BEST_MATCH&source=search Advanced Prompt Engineering Methods] - Coursera (53 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) | ||
| − | + | ===Specific Tools=== | |
| + | :* [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)=== | |
| + | Note, you will need to log in to access the following free resources: [[Artificial_Intelligence/CSPS|'''click here'''.]] | ||
| − | + | ===Resources offered by the Canada Centre for Cyber Security (CCCS)=== | |
| − | + | Note, you will need to log in to access the following resources: [[Artificial_Intelligence/CCCS|'''click here''']] | |
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| − | + | === Academic Programs offered by Universities and Colleges (Canada)=== | |
| + | To view the various Canadian academic A.I. programs, [[Artificial_Intelligence/Canadian_academic_A.I._programs|'''click here'''.]] | ||
| − | + | ===Academic Programs offered by Universities and Colleges (U.S.A)=== | |
| − | [ | + | :* [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://online.hbs.edu/courses/ai-essentials-for-business/ A.I. Essentials for Business] - Harvard Business School online (4 weeks) | |
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| − | + | ===Related GC Communities (GCXchange)=== | |
| + | :* [https://gcxgce.sharepoint.com/teams/1000538/ GC AI Hub - Carrefour de l'IA du GC] | ||
| − | + | :* [https://gcxgce.sharepoint.com/teams/1000681 Applied Text Analytics and Generative AI CoP] | |
| + | :* [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/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/1000163 Digital Analytics Community of Practice] | ||
| + | :* ESDC's Artificial Intelligence Center of Enablement (AICoE) (link needed) | ||
| + | :* [https://gcxgce.sharepoint.com/teams/10002459 Generative AI Community] | ||
| − | + | ===Related GC Communities (GCcollab)=== | |
| + | :* [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] | ||
| − | + | ===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] | 
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| − | === | + | ===A.I. Industry Articles=== | 
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| − | + | :* [https://hai.stanford.edu/ai-index/2025-ai-index-report The 2025 AI Index Report - Stanford University: Human-Centered Artificial Intelligence] | |
| + | :* [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://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=== | |
| − | + | * 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 | |
| − | === | + | * [mailto:jeffrey.outram@tbs-sct.gc.ca Jeff Outram], Free Agent/Senior Advisor, Treasury Board Secretariat | 
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Revision as of 13:39, 28 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
- 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.
 
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 Tools
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
- 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
