ML/AI - Dataset Optimizations
Have you ever thought about understanding the basic concepts of Machine Learning & AI by doing some simple hands-on activities. In this course, we will focus on creating an Auto suggestion System.
Overview
Prerequisites
File to download
Batch Size
Prefetch Dataset
Drop remainder
Discuss Building Model
Subclassing API
LSTM layer
Dense layer
Define Constructor
Add layers
Finish Constructor
Discuss Call method
Define Call method
Finish Call method
Why Subclassing
Return Model Output
Make model
Example Batch
Challenge Problem
Challenge answer
Model summary
Congratulations on completing this course!