Difference between revisions of "The Square/AI & ML"

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|+ class="nowrap" | 1. Definition
 
|+ class="nowrap" | 1. Definition
 
|-
 
|-
! colspan="4" | What is AI, ML, neural networks, etc.
+
! colspan="5" | What is AI, ML, neural networks, etc.
 
|-
 
|-
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Name/Title
 
! style="background: grey; color: white; " | Name/Title
 +
! style="background: grey; color: white; " | Organization
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Notes
 
! style="background: grey; color: white; " | Notes
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|}
 
|}
  
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|+ class="nowrap" | 2. Ethics
 
|+ class="nowrap" | 2. Ethics
 
|-
 
|-
! colspan="4" | GC ethical considerations, bias, transparency, etc.
+
! colspan="5" | GC ethical considerations, bias, transparency, etc.
 
|-
 
|-
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Name/Title
 
! style="background: grey; color: white; " | Name/Title
 +
! style="background: grey; color: white; " | Organization
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Notes
 
! style="background: grey; color: white; " | Notes
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|}
 
|}
  
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|+ class="nowrap" | 3. Use Cases
 
|+ class="nowrap" | 3. Use Cases
 
|-
 
|-
! colspan="4" | Business need, predictive analysis, cognitive automation, etc.
+
! colspan="5" | Business need, predictive analysis, cognitive automation, etc.
 
|-
 
|-
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Name/Title
 
! style="background: grey; color: white; " | Name/Title
 +
! style="background: grey; color: white; " | Organization
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Notes
 
! style="background: grey; color: white; " | Notes
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|}
 
|}
  
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|+ class="nowrap" | 4. Processes & Tools
 
|+ class="nowrap" | 4. Processes & Tools
 
|-
 
|-
! colspan="4" | Data collection, cleaning, visualizations, etc.
+
! colspan="5" | Data collection, cleaning, visualizations, etc.
 
|-
 
|-
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Name/Title
 
! style="background: grey; color: white; " | Name/Title
 +
! style="background: grey; color: white; " | Organization
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Notes
 
! style="background: grey; color: white; " | Notes
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|}
 
|}
  
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|+ class="nowrap" | 5. Data Management
 
|+ class="nowrap" | 5. Data Management
 
|-
 
|-
! colspan="4" | Data warehousing, consolidation, storage, etc.
+
! colspan="5" | Data warehousing, consolidation, storage, etc.
 
|-
 
|-
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Name/Title
 
! style="background: grey; color: white; " | Name/Title
 +
! style="background: grey; color: white; " | Organization
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Notes
 
! style="background: grey; color: white; " | Notes
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|}
 
|}
  
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|+ class="nowrap" | 6. Data Analysis
 
|+ class="nowrap" | 6. Data Analysis
 
|-
 
|-
! colspan="4" | Natural language processing, programming languages, Excel, etc.
+
! colspan="5" | Natural language processing, programming languages, Excel, etc.
 
|-
 
|-
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Name/Title
 
! style="background: grey; color: white; " | Name/Title
 +
! style="background: grey; color: white; " | Organization
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Contact/Link
 
! style="background: grey; color: white; " | Notes
 
! style="background: grey; color: white; " | Notes
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|-
 
|-
| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
+
| Expert, video, article, course, etc. || Name/Title || Organization || Contact/Link || Anything to add?
 
|}
 
|}

Revision as of 17:35, 4 December 2018


Sqaure new EN.png
About Contact GCcollab


 
What is Artificial Intelligence & Machine Learning?


 The theory and practice of computer systems that perform tasks that typically require human intelligence, including visual perception, speech recognition, and decision-making. This includes exposure and practical experience in developing and using algorithms to independently learn from and make predictions or decisions based on data.


AI & ML EN.png
 
Artificial Intelligence & Machine Learning Practices & Skills
1. Definition
What is AI, ML, neural networks, etc.
Type of Resource Name/Title Organization Contact/Link Notes
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
2. Ethics
GC ethical considerations, bias, transparency, etc.
Type of Resource Name/Title Organization Contact/Link Notes
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
3. Use Cases
Business need, predictive analysis, cognitive automation, etc.
Type of Resource Name/Title Organization Contact/Link Notes
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
4. Processes & Tools
Data collection, cleaning, visualizations, etc.
Type of Resource Name/Title Organization Contact/Link Notes
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
5. Data Management
Data warehousing, consolidation, storage, etc.
Type of Resource Name/Title Organization Contact/Link Notes
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
6. Data Analysis
Natural language processing, programming languages, Excel, etc.
Type of Resource Name/Title Organization Contact/Link Notes
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Organization Contact/Link Anything to add?