Model Training Deep Dive: Explore

Looking to enhance your understanding of the essential steps and training modes in the ‘Explore’ phase of your project? This course will give you a complete overview of the primary steps and label training modes, including Shuffle, Teach, and Low Confidence. Not just that you’ll gain a deep understanding of entity training as well. 

About the Model Training Deep Dive: Explore course 

This course is meant to provide technical audiences and business users with an understanding of the 'Explore' phase of the model training process.  

It provides an overview of the primary steps and label training modes in the 'Explore' phase — 'Shuffle', 'Teach', and 'Low Confidence'. 

It also covers entity training, as well as pruning and reorganizing a taxonomy as required. 

The Model Training Deep Dive: Explore course takes 45 minutes to complete. At the end, you’ll receive a diploma of completion. 

Course prerequisites 

To enjoy this learning experience, we recommend you going through the following courses: 

• UiPath Communications Mining Overview 
• Fundamentals of Model Training 
• Taxonomy Design 
• Model Training Deep Dive: Setup 
• Model Training Deep Dive: Discover 

Course audience 

The Model Training Deep Dive: Explore course is aimed at technical audiences and business users, as well as anybody else curious to see the power of Natural Language Processing in business. 

The Model Training Deep Dive: Explore course agenda 

The full agenda covers:  

• Introduction to the 'Explore' Phase 
• How to Train Using ‘Shuffle’, ‘Teach Label', and ‘Low Confidence’ 
• How to Train Entities Using 'Teach Entity' 
• How to Prune and Reorganize a Taxonomy 
• How to Use 'Train' During the 'Explore' Phase 
• Practice: Train Your Own Model in the 'Explore' Phase 

Model Training Deep Dive: Explore course learning objectives 

At the end of the Model Training Deep Dive: Explore course, you should be able to: 

• Define what 'Explore' is, how it works, and why it's important. 
• List out the important considerations while labeling in 'Explore'. 
• Navigate around 'Explore'. 
• Train using 'Shuffle' mode. 
• Train using 'Teach Label' mode. 
• Train using 'Low Confidence' mode. 
• Train entities using 'Teach Entity' mode. 
• Prune and reorganize your taxonomy. 
• Use 'Train' during the 'Explore' phase.