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

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<div style="line-height: 1.5em; font-size: 200%; font-family:'Helvetica Neue', 'Lucida Grande', Tahoma, Verdana, sans-serif;">&nbsp;<center>What is '''Artificial Intelligence & Machine Learning?'''</center></div>
 
<div style="line-height: 1.5em; font-size: 200%; font-family:'Helvetica Neue', 'Lucida Grande', Tahoma, Verdana, sans-serif;">&nbsp;<center>What is '''Artificial Intelligence & Machine Learning?'''</center></div>
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<div style="line-height: 1.5em; font-size: 175%; font-family:'Helvetica Neue', 'Lucida Grande', Tahoma, Verdana, sans-serif;">&nbsp;Definition</div>
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<div style="line-height: 1.5em; font-size: 175%; font-family:'Helvetica Neue', 'Lucida Grande', Tahoma, Verdana, sans-serif;">&nbsp;The theory and practice of computer systems that can perform tasks that normally require human intelligence, including visual perception, speech recognition, 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.</div>
 
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<center>[[File:AI & ML EN.png|700px]]</center>
 
<center>[[File:AI & ML EN.png|700px]]</center>
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|+ class="nowrap" | 1. Definition
 
|+ class="nowrap" | 1. Definition
 
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! colspan="4" | Skills: What is AI, ML, neural networks, etc.
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! colspan="4" | What is AI, ML, neural networks, etc.
 
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! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Type of Resource
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! style="background: grey; color: white; " | Notes
 
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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|Holy crow so easy to add tables
 
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|Test
 
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|+ class="nowrap" | 2. Ethics
 
|+ class="nowrap" | 2. Ethics
 
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! colspan="4" | Skills: GC ethical considerations, bias, transparency, etc.
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! colspan="4" | GC ethical considerations, bias, transparency, etc.
 
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! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Type of Resource
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! style="background: grey; color: white; " | Notes
 
! style="background: grey; color: white; " | Notes
 
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|-
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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|-
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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|-
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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|+ class="nowrap" | 3. Use Cases
 
|+ class="nowrap" | 3. Use Cases
 
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! colspan="4" | Skills: Business need, predictive analysis, cognitive automation, etc.
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! colspan="4" | Business need, predictive analysis, cognitive automation, etc.
 
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|-
 
! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Type of Resource
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! style="background: grey; color: white; " | Notes
 
! style="background: grey; color: white; " | Notes
 
|-
 
|-
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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|-
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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|+ class="nowrap" | 4. Processes & Tools
 
|+ class="nowrap" | 4. Processes & Tools
 
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! colspan="4" | Skills: Data collection, cleaning, visualizations, etc.
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! colspan="4" | Data collection, cleaning, visualizations, etc.
 
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! style="background: grey; color: white; " | Type of Resource
 
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! style="background: grey; color: white; " | Notes
 
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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|+ class="nowrap" | 5. Data Management
 
|+ class="nowrap" | 5. Data Management
 
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! colspan="4" | Skills: Data warehousing, consolidation, storage, etc.
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! colspan="4" | Data warehousing, consolidation, storage, etc.
 
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! style="background: grey; color: white; " | Type of Resource
 
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! style="background: grey; color: white; " | Notes
 
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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|-
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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|+ class="nowrap" | 6. Data Analysis
 
|+ class="nowrap" | 6. Data Analysis
 
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! colspan="4" | Skills: Natural language processing, programming languages, Excel, etc.
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! colspan="4" | Natural language processing, programming languages, Excel, etc.
 
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! style="background: grey; color: white; " | Type of Resource
 
! style="background: grey; color: white; " | Type of Resource
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! style="background: grey; color: white; " | Notes
 
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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|-
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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| Researcher, professor, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
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| Expert, video, article, course, etc. || Name/Title || Contact/Link || Anything to add?
 
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Revision as of 11:17, 27 November 2018


Sqaure new EN.png
About Contact GCcollab


 
What is Artificial Intelligence & Machine Learning?
 The theory and practice of computer systems that can perform tasks that normally require human intelligence, including visual perception, speech recognition, 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 Contact/Link Notes
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
2. Ethics
GC ethical considerations, bias, transparency, etc.
Type of Resource Name/Title Contact/Link Notes
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
3. Use Cases
Business need, predictive analysis, cognitive automation, etc.
Type of Resource Name/Title Contact/Link Notes
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
4. Processes & Tools
Data collection, cleaning, visualizations, etc.
Type of Resource Name/Title Contact/Link Notes
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
5. Data Management
Data warehousing, consolidation, storage, etc.
Type of Resource Name/Title Contact/Link Notes
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
6. Data Analysis
Natural language processing, programming languages, Excel, etc.
Type of Resource Name/Title Contact/Link Notes
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
Expert, video, article, course, etc. Name/Title Contact/Link Anything to add?
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