AI / Data Insights Enhance Your Architecture Workshop
(1-Day Session)
If you’ve formed an AI architecture solution and want to investigate options to enhance it, this workshop is for you.
WORKSHOP PARTICIPANTS WILL LEARN:
-
How to perform efficient feature engineering
-
How to select relevant model architectures
-
How to train, validate, and test models
What to Expect:
Our Strategy, Data Insights and AI experts will lead your team through exercises and activities to establish the best plan for your specific needs.
Module 1: Feature Engineering
-
Identify relevant features
-
Create data labeling
-
Feature normalization and transformation
-
Select the most predictive features
Module 2: Model Design and Architecture
-
Choose baselining models
-
Choose candidate model architectures
Module 3: Training, Validation and Testing
-
Train, validation and test data split
-
Develop training / validation / testing input pipeline
-
Define performance metrics
-
Tune and fine-tune with transfer learning
Participants walk away with:
-
Feature engineering recommendation
-
Model architecture recommendation
-
Recommendation of component choices and pro/cons of possible alternatives
This workshop is best suited for:
-
CTO/CIO
-
Chief Science Officer
-
Heads of R&D
-
Directors of Data, Data Strategy, Data Management
-
Heads of Engineering
