Co-authored-by: Arik Chakma <arikchangma@gmail.com>
This commit is contained in:
Anshuman SinghandArik Chakma authored and GitHub committed
1 parent
e3b56ab716
commit
5a132b6f07
2 files changed
+21
-5
No files matched your search
@@ -632,10 +632,26 @@
|
||||
}
|
||||
]
|
||||
},
|
||||
"bias-and-fareness@lhIU0ulpvDAn1Xc3ooYz_.md": {
|
||||
"title": "Bias and Fareness",
|
||||
"description": "",
|
||||
"links": []
|
||||
"lhIU0ulpvDAn1Xc3ooYz_": {
|
||||
"title": "Bias and Fairness",
|
||||
"description": "Bias and fairness in AI refer to the challenges of ensuring that machine learning models do not produce discriminatory or skewed outcomes. Bias can arise from imbalanced training data, flawed assumptions, or biased algorithms, leading to unfair treatment of certain groups based on race, gender, or other factors. Fairness aims to address these issues by developing techniques to detect, mitigate, and prevent biases in AI systems. Ensuring fairness involves improving data diversity, applying fairness constraints during model training, and continuously monitoring models in production to avoid unintended consequences, promoting ethical and equitable AI use.\n\nLearn more from the following resources:",
|
||||
"links": [
|
||||
{
|
||||
"title": "What Do We Do About the Biases in AI?",
|
||||
"url": "https://hbr.org/2019/10/what-do-we-do-about-the-biases-in-ai",
|
||||
"type": "article"
|
||||
},
|
||||
{
|
||||
"title": "AI Bias - What Is It and How to Avoid It?",
|
||||
"url": "https://levity.ai/blog/ai-bias-how-to-avoid",
|
||||
"type": "article"
|
||||
},
|
||||
{
|
||||
"title": "What about fairness, bias and discrimination?",
|
||||
"url": "https://ico.org.uk/for-organisations/uk-gdpr-guidance-and-resources/artificial-intelligence/guidance-on-ai-and-data-protection/how-do-we-ensure-fairness-in-ai/what-about-fairness-bias-and-discrimination/",
|
||||
"type": "article"
|
||||
}
|
||||
]
|
||||
},
|
||||
"sWBT-j2cRuFqRFYtV_5TK": {
|
||||
"title": "Security and Privacy Concerns",
|
||||
|
||||
@@ -1 +1 @@
|
||||
{"nodes":[{"id":"xgDW3VKPFxsHzV37ZEBtt","type":"paragraph","position":{"x":61.5,"y":-100.15106699547101},"selected":true,"data":{"label":"Pre-requisites (One of these)","style":{"fontSize":17,"borderColor":"#000000","backgroundColor":"#ffffff","color":"#000000","textAlign":"center","justifyContent":"flex-start","padding":16}},"zIndex":999,"width":388,"height":124,"positionAbsolute":{"x":61.5,"y":-100.15106699547101},"dragging":false,"style":{"width":388,"height":124},"resizing":false,"focusable":true,"selectable":true},{"id":"2d12fAvrDGrpBHvIbT2c0","type":"paragraph","position":{"x":60.5,"y":40.33286386694641},"selected":true,"data":{"label":"Scrimba is offering 20% off to roadmap users on their AI Engineer course that covers this roadmap in depth. Check them out!","style":{"fontSize":17,"borderColor":"#000000","backgroundColor":"#ffffff","color":"#000000","textAlign":"center","justifyContent":"flex-start","padding":16}},"zIndex":999,"width":388,"height":166,"positionAbsolute":{"x":60.5,"y":40.33286386694641},"dragging":false,"style":{"width":388,"height":166},"resizing":false,"selectable":true,"focusable":true},{"id":"f7f_Pt8Ymq65FYDn0RTx0","type":"vertical","position":{"x":567.6567530029688,"y":3212.4007482223487},"selected":true,"data":{"label":"vertical node","style":{"strokeDasharray":"0.8 8","strokeLinecap":"round","strokeWidth":3.5,"stroke":"#2B78E4"}},"zIndex":999,"width":20,"height":98,"style":{"width":20,"height":98},"positionAbsolute":{"x":567.6567530029688,"y":3212.4007482223487},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"cWm7uchA7HllHWHMET2Qy","type":"horizontal","position":{"x":730,"y":2957.9007482223487},"selected":true,"data":{"label":"horizontal node","style":{"strokeDasharray":"0.8 8","strokeLinecap":"round","strokeWidth":3.5,"stroke":"#2B78E4"}},"zIndex":999,"width":107,"height":20,"style":{"width":107,"height":20},"positionAbsolute":{"x":730,"y":2957.9007482223487},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"mag6fPpJF15RiIN9eAlE9","type":"section","position":{"x":837.4985923959754,"y":2922.9007482223487},"width":307,"height":376,"style":{"width":307,"height":376},"selected":true,"data":{"style":{"backgroundColor":"#ffffff","borderColor":"#000000"}},"positionAbsolute":{"x":837.4985923959754,"y":2922.9007482223487},"dragging":false,"selectable":true,"focusable":true},{"id":"P2fcMXV6vhm6MMMiBmy3r","type":"section","position":{"x":64.99859239597538,"y":2997.4007482223487},"width":278,"height":376,"style":{"width":278,"height":376},"selected":true,"data":{"style":{"backgroundColor":"#ffffff","borderColor":"#000000"}},"positionAbsolute":{"x":64.99859239597538,"y":2997.4007482223487},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"k8QYMT_d6EQWDqDgnPYsT","type":"section","position":{"x":840.3202732289765,"y":2655.9840127727616},"selected":true,"data":{"label":"","style":{"width":150,"height":100,"fontSize":17,"backgroundColor":"#ffffff","borderColor":"#000000"}},"zIndex":-999,"width":296,"height":216,"style":{"width":296,"height":216},"dragging":false,"resizing":false,"positionAbsolute":{"x":840.3202732289765,"y":2655.9840127727616},"selectable":true,"focusable":true},{"id":"Lk-hBhJoaDCs6Dzq0d0I2","type":"vertical","position":{"x":570,"y":2652.7263937544244},"selected":true,"data":{"label":"vertical node","style":{"strokeDasharray":"0.8 8","strokeLinecap":"round","strokeWidth":3.5,"stroke":"#2B78E4"}},"zIndex":999,"width":20,"height":117,"style":{"width":20,"height":117},"positionAbsolute":{"x":570,"y":2652.7263937544244},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"1_t82YAvkh8SCiyU_Otp8","type":"vertical","position":{"x":677,"y":2288.715898273103},"selected":true,"data":{"label":"vertical node","style":{"strokeDasharray":"0","strokeLinecap":"round","strokeWidth":3.5,"stroke":"#2B78E4"}},"zIndex":999,"width":20,"height":1110,"style":{"width":20,"height":1110},"positionAbsolute":{"x":677,"y":2288.715898273103},"dragging":false,"resizing":false,"focusable":true,"selectable":true},{"id":"RSb6002qr_JXVKuIq40z2","type":"section","position":{"x":838.3356614935651,"y":2442.7243958663935},"selected":true,"data":{"label":"","style":{"width":150,"height":100,"fontSize":17,"backgroundColor":"#ffffff","borderColor":"#000000"}},"zIndex":-999,"width":296,"height":186,"style":{"width":296,"height":186},"resizing":false,"positionAbsolute":{"x":838.3356614935651,"y":2442.7243958663935},"dragging":false,"selectable":true,"focusable":true},{"id":"zK_H4vmJXmyLYu1gVfhYK","type":"section","position":{"x":838.7247553252009,"y":2126.715898273103},"width":296,"height":331,"style":{"width":296,"height":331},"selected":true,"data":{"style":{"backgroundColor":"#ffffff","borderColor":"#000000"}},"positionAbsolute":{"x":838.7247553252009,"y":2126.715898273103},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"P7hG9GgyNRlmofosVs3ky","type":"vertical","position":{"x":88.5,"Line truncated
|
||||
{"nodes":[{"id":"xgDW3VKPFxsHzV37ZEBtt","type":"paragraph","position":{"x":61.5,"y":-100.15106699547101},"selected":true,"data":{"label":"Pre-requisites (One of these)","style":{"fontSize":17,"borderColor":"#000000","backgroundColor":"#ffffff","color":"#000000","textAlign":"center","justifyContent":"flex-start","padding":16}},"zIndex":999,"width":388,"height":124,"positionAbsolute":{"x":61.5,"y":-100.15106699547101},"dragging":false,"style":{"width":388,"height":124},"resizing":false,"focusable":true,"selectable":true},{"id":"2d12fAvrDGrpBHvIbT2c0","type":"paragraph","position":{"x":60.5,"y":40.33286386694641},"selected":true,"data":{"label":"Scrimba is offering 20% off to roadmap users on their AI Engineer course that covers this roadmap in depth. Check them out!","style":{"fontSize":17,"borderColor":"#000000","backgroundColor":"#ffffff","color":"#000000","textAlign":"center","justifyContent":"flex-start","padding":16}},"zIndex":999,"width":388,"height":166,"positionAbsolute":{"x":60.5,"y":40.33286386694641},"dragging":false,"style":{"width":388,"height":166},"resizing":false,"selectable":true,"focusable":true},{"id":"f7f_Pt8Ymq65FYDn0RTx0","type":"vertical","position":{"x":567.6567530029688,"y":3212.4007482223487},"selected":true,"data":{"label":"vertical node","style":{"strokeDasharray":"0.8 8","strokeLinecap":"round","strokeWidth":3.5,"stroke":"#2B78E4"}},"zIndex":999,"width":20,"height":98,"style":{"width":20,"height":98},"positionAbsolute":{"x":567.6567530029688,"y":3212.4007482223487},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"cWm7uchA7HllHWHMET2Qy","type":"horizontal","position":{"x":730,"y":2957.9007482223487},"selected":true,"data":{"label":"horizontal node","style":{"strokeDasharray":"0.8 8","strokeLinecap":"round","strokeWidth":3.5,"stroke":"#2B78E4"}},"zIndex":999,"width":107,"height":20,"style":{"width":107,"height":20},"positionAbsolute":{"x":730,"y":2957.9007482223487},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"mag6fPpJF15RiIN9eAlE9","type":"section","position":{"x":837.4985923959754,"y":2922.9007482223487},"width":307,"height":376,"style":{"width":307,"height":376},"selected":true,"data":{"style":{"backgroundColor":"#ffffff","borderColor":"#000000"}},"positionAbsolute":{"x":837.4985923959754,"y":2922.9007482223487},"dragging":false,"selectable":true,"focusable":true},{"id":"P2fcMXV6vhm6MMMiBmy3r","type":"section","position":{"x":64.99859239597538,"y":2997.4007482223487},"width":278,"height":376,"style":{"width":278,"height":376},"selected":true,"data":{"style":{"backgroundColor":"#ffffff","borderColor":"#000000"}},"positionAbsolute":{"x":64.99859239597538,"y":2997.4007482223487},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"k8QYMT_d6EQWDqDgnPYsT","type":"section","position":{"x":840.3202732289765,"y":2655.9840127727616},"selected":true,"data":{"label":"","style":{"width":150,"height":100,"fontSize":17,"backgroundColor":"#ffffff","borderColor":"#000000"}},"zIndex":-999,"width":296,"height":216,"style":{"width":296,"height":216},"dragging":false,"resizing":false,"positionAbsolute":{"x":840.3202732289765,"y":2655.9840127727616},"selectable":true,"focusable":true},{"id":"Lk-hBhJoaDCs6Dzq0d0I2","type":"vertical","position":{"x":570,"y":2652.7263937544244},"selected":true,"data":{"label":"vertical node","style":{"strokeDasharray":"0.8 8","strokeLinecap":"round","strokeWidth":3.5,"stroke":"#2B78E4"}},"zIndex":999,"width":20,"height":117,"style":{"width":20,"height":117},"positionAbsolute":{"x":570,"y":2652.7263937544244},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"1_t82YAvkh8SCiyU_Otp8","type":"vertical","position":{"x":677,"y":2288.715898273103},"selected":true,"data":{"label":"vertical node","style":{"strokeDasharray":"0","strokeLinecap":"round","strokeWidth":3.5,"stroke":"#2B78E4"}},"zIndex":999,"width":20,"height":1110,"style":{"width":20,"height":1110},"positionAbsolute":{"x":677,"y":2288.715898273103},"dragging":false,"resizing":false,"focusable":true,"selectable":true},{"id":"RSb6002qr_JXVKuIq40z2","type":"section","position":{"x":838.3356614935651,"y":2442.7243958663935},"selected":true,"data":{"label":"","style":{"width":150,"height":100,"fontSize":17,"backgroundColor":"#ffffff","borderColor":"#000000"}},"zIndex":-999,"width":296,"height":186,"style":{"width":296,"height":186},"resizing":false,"positionAbsolute":{"x":838.3356614935651,"y":2442.7243958663935},"dragging":false,"selectable":true,"focusable":true},{"id":"zK_H4vmJXmyLYu1gVfhYK","type":"section","position":{"x":838.7247553252009,"y":2126.715898273103},"width":296,"height":331,"style":{"width":296,"height":331},"selected":true,"data":{"style":{"backgroundColor":"#ffffff","borderColor":"#000000"}},"positionAbsolute":{"x":838.7247553252009,"y":2126.715898273103},"dragging":false,"resizing":false,"selectable":true,"focusable":true},{"id":"P7hG9GgyNRlmofosVs3ky","type":"vertical","position":{"x":88.5,"Line truncated
|
||||
Reference in new issue
Block a user