Autoplay
Autocomplete
Previous Lesson
Complete and Continue
Build Predictive AI solutions using LLM
Introduction
Primer (2:19)
Course Overview
Course Outline
Sandbox
Data Science Methodology
Introduction to Generative AI in Predictive Analytics
Instructors Bios
Use Case Development
Use Case - Overview
Use Cases - Capstone Project
Class Exercises - Generate Use Case using LLM
Quizzes
Data Engineering
Data Engineering - Overview
Data Sources
Class Exercises - Synthetic Data Generation using LLM
Descriptive Analytics
Class Exercises - Descriptive Analytics using LLM
Quizzes
Data Preparation
Data Preparation - Overview
Data Preparation - Capstone Project
Class Exercises - Data Preparation using LLM (125:28)
Quizzes
Develop Model
Modeling - Overview (73:02)
Predictive Analytics
Prescriptive Analytics
Class Exercises
Quizzes
Test and Evaluate Model
Evaluate Model - Overview
Evaluate Model - Regression
Evaluate Model - Classification
Test and Iteration Process
Class Exercises - Evaluate Model Results using LLM
Quizzes
Deploy and Monitor Model
Roles (137:46)
Model Management
Deploy Model
Optimize Model
Class Exercises - Deploy Model using LLM
Quizzes
Course Summary
Course Recap
Next Steps (4:40)
Teach online with
Data Preparation - Capstone Project
Lesson content locked
If you're already enrolled,
you'll need to login
.
Enroll in Course to Unlock