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Expert.ai NL Platform Access Course (EPA01)


Description
Hi! Welcome to this access course on Natural Language Understanding (NLU), expert.ai technology and the expert.ai NL Platform.

Most likely you have heard about how AI and NLP are revolutionizing the world and the critical role that models, built with these technologies, play in creating end-products and solving complex business problems. From smart assistants to claims management and customer interaction applications, expert.ai provides you with the tools you need to perform complex categorization and data mining tasks capable of delivering business insights, driving decision-making, and scaling up the enterprise.

In this course, you will learn about the fundamentals of NLU, mainstream NLU model development approaches and methodologies as well as what makes expert.ai technology and NL Platform unique. expert.ai’s professional trainers have designed these videos with you in mind and will help you quickly learn the rudiments of expert.ai technology and the NL Platform.

Let's get started!

Content
  • Unit 1: Introduction to Core Technology, NLP, and NLU
  • 1.0 Fundamentals of Natural Language Processing
  • 1.1 Introduction to expert.ai NLU technology
  • 1.2 Intro to NLU at expert.ai
  • 1.3 The Concept of a Concept
  • 1.4 Syncon Properties
  • 1.5 Syncon Organization
  • 1.6 Semantic Relationships
  • 1.7 expert.ai's Knowledge Graph
  • 1.8 Semantic Disambiguation at expert.ai
  • Unit 1 Quiz
  • Unit 2: Model Development Cycle
  • 2.0 Categorization and Extraction tasks
  • 2.1 Main Approaches to NLU Model Development
  • 2.2 The Hybrid Approach in a nutshell
  • 2.3 Introduction to the expert.ai NL Platform
  • 2.4 Introduction to the Model Development Lifecycle
  • 2.5 Model Development
  • 2.6 Data Preparation
  • 2.7 Model Design
  • 2.8 Training the Model Step 1: Splitting the Dataset
  • 2.9 Training the Model Step 2: Manual Annotation
  • 2.10 Training the Model Step 3: Model Training
  • 2.11 Model Testing
  • 2.12 Model Tuning
  • 2.13 Model Deployment
  • Unit 2 Quiz
  • Unit 3: The expert.ai Platform
  • 3.0 What is the expert.ai NL Platform
  • 3.1 NL Platform Principles
  • 3.2 The NL Platform Workflow
  • 3.3 Wrap-up
  • Unit 3 Quiz
  • COURSE FEEDBACK AND CERTIFICATION TEST
  • Course Feedback Survey
  • Certification Test
Completion rules
  • All units must be completed
  • Leads to a certificate with a duration: 1 year
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