Difference between revisions of "Machine Learning Services"

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{|width="100%" style="border-collapse:collapse; font-size:12px"
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!colspan="3" style="width:100%; border-left:solid 2px #ededed; border-right:solid 0px #ededed; border-top:solid 2px #ededed;border-bottom:solid 0px #ededed; background-color:#ededed; font-size:14px; color:#000000; text-align:center" | Machine Learning Services Services
 
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'''Model design'''
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'''Machine Learning Services TBD'''
* PoC design for dataset acquisition
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* TBD
* Dataset recording
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* TBD
* Model design and definition (using the most popular techniques depending on the Scope of Supply)
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* Dataset analysis and preparation for Learning and Training phase
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'''Machine Learning Services TBD'''
|style="width:33%; border-left:solid 0px #ededed;border-right:solid 0px #ededed;border-top:solid 0px #ededed;border-bottom:solid 2px #ededed; text-align:left; vertical-align:top; background-color:#ffffff"| <br />[[File:002425_%2B0.003355520.png|none|x150px|center|]]<br />
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* TBD
'''Model Learning and Training'''
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* TBD
* Model deployment on target
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* Design of Learning machine on local or cloud solution
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'''Machine Learning Services TBD'''
* test bench based solution for accuracy evaluation
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* TBD
* Deployment on the field and fine tuning
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* TBD
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'''Continuous Learning and Update'''
 
* IoT based continuous recording of new dataset information
 
* New dataset information review and integration
 
* Continuous model Training and Learning
 
* Deployment OTA on the field of new model updates
 
 
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| style="width:30%; border-left:solid 2px #ededed;border-right:solid 2px #ededed;border-top:solid 2px #ededed;border-bottom:solid 2px #ededed; background-color:#ededed; text-align:left; font-size:14px; color:#000000" |Machine Learning Services Services: what we offer in short
 
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| style="width:1%; border-left:solid 0px #ededed;border-right:solid 0px #ededed;border-top:solid 2px #ffffff;border-bottom:solid 0px #ededed; background-color:#ffffff" |
| style="width:25%; border-left:solid 2px #ededed;border-right:solid 2px #ededed;border-top:solid 2px #ededed;border-bottom:solid 2px #ededed; background-color:#ededed; text-align:left; font-size:14px; color:#000000" |Machine Learning Services: the on board mechanism
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| style="width:30%; border-left:solid 2px #ededed;border-right:solid 2px #ededed;border-top:solid 2px #ededed;border-bottom:solid 2px #ededed; background-color:#ededed; text-align:left; font-size:14px; color:#000000" |Machine Learning Services Services: the on board mechanism
 
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| style="width:30%; border-left:solid 2px #ededed;border-right:solid 2px #ededed;border-top:solid 2px #ededed;border-bottom:solid 2px #ededed; background-color:#ededed; text-align:left; font-size:14px; color:#000000" |Machine Learning Services Services: the deployment
| style="width:1%; border-left:solid 0px #ededed;border-right:solid 0px #ededed;border-top:solid 2px #ffffff;border-bottom:solid 0px #ededed; background-color:#ffffff" |
 
| style="width:25%; border-left:solid 2px #ededed;border-right:solid 2px #ededed;border-top:solid 2px #ededed;border-bottom:solid 2px #ededed; background-color:#ededed; text-align:left; font-size:14px; color:#000000" |Machine Learning Services: the maintenance/upgrade
 
 
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DAVE Embedded Systems offers the above services with two possible approaches:
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TBD
* based on binding formal quotation after discussions and effort evaluation
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* TBD
* based on Time & Material approach with an initial estimation of the effort
 
 
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The standard approach requires an initial contact with the [https://www.dave.eu/get-a-quote technical team]. Customers together the team defines:
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TBD
* The technical specification
 
* The scope of Supply
 
* The Acceptance Criterias jointly used for evaluate the task and approve it
 
 
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Depending on the requested task, the project is managed via gantt approach with multiple tasks with peer review (both internals and shared with customers). The typical deployment is then shared with customers via a dedicated wiki structure (like this but private between DAVE Embedded Systems and customers) and a dedicated project branch on our Gitlab server.
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TBD
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* TBD
Depending on the requested task, the project may require a regular service for updates and improvements (such as the improvement s on ML model thanks to an increased/modified dataset). In this case, this service is released regularly via sw updates in our Gitlab server with release candidates and official releases
 
 
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* [http://mirror.dave.eu/marketing/Services/Machine%20Learning/Datasheets/Datasheet%20ML%20Services%20EN.pdf Brochure PDF ]
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* [link_TBD  {{{nome-som}}} SOM Brochure PDF ]
 
* {{CustomerService}}
 
* {{CustomerService}}
 
* [[Dave_Developer%27s_Wiki_Conventions#RSS_Feeds| RSS feeding]]
 
* [[Dave_Developer%27s_Wiki_Conventions#RSS_Feeds| RSS feeding]]
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* Pricing is defined on the basis of the [[/Part Number Composition|Machine Learning Services Part Number Composition]]
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* Pricing is defined on the basis of the [[/Part Number Composition|Machine Learning Services Services Part Number Composition]]
* when defined, please ask for a {{RFQ|product-name=Machine Learning Services}}
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* when defined, please ask for a {{RFQ|product-name=Machine Learning Services Services}}
 
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* [[:Category:Machine Learning | Category Machine Learning Services]]
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* [[:Category:Machine Learning Services | Category Machine Learning Services Services]]
* [[:Category:Machine Learning AN| Machine Learning Application Notes]]
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* [[TBD | Machine Learning Services Application Notes]]
* [[:Category:Machine Learning TN| Machine Learning Technical Notes]]
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* [[TBD | Machine Learning Services Technical Notes]]
* [[:Category:Machine Learning WP| Machine Learning White Papers]]
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* [[TBD | Machine Learning Services White Papers]]
* [[:Category:Machine Learning CH| Machine Learning Case Histories]]
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* [[TBD | Machine Learning Services Case Histories]]
 
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[[Category:Machine Learning]]
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[[Category:Machine Learning Services]]

Revision as of 08:33, 5 January 2021

Machine Learning Services Services

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Machine Learning Services TBD

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Machine Learning Services TBD

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Machine Learning Services TBD

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Machine Learning Services Services: what we offer in short Machine Learning Services Services: the on board mechanism Machine Learning Services Services: the deployment

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General Information Pricing Insights
  • [link_TBD {{{nome-som}}} SOM Brochure PDF ]
Customer-service.png Online Technical Helpdesk
Sale-tag.png Machine Learning Services Services RFQ Request For Quotation