Completed
Start Model Training
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
An AI Engineer's Guide to Machine Learning with Keras
Automatically move to the next video in the Classroom when playback concludes
- 1 video start
- 2 Content intro
- 3 Google Colab and notebook Intro
- 4 05:26 1st Notebook model with only training data
- 5 Data Import
- 6 EDA Exploratory Data Analysis
- 7 Data Split Train and Target
- 8 Training data Transformation
- 9 Train and Test Data Split
- 10 Setup model network and layers
- 11 Network Visualization
- 12 Callback function to plot loss per epoch
- 13 Compile Model
- 14 Start Model Training
- 15 Callback function to plot loss & accuracy per epoch
- 16 Check model loss and accuracy in real time
- 17 Validate Model History
- 18 Check Model Performance
- 19 27:17 2nd Notebook model with training & validation data
- 20 Training data split into Train & Validation data
- 21 Compile Model & start Model Training
- 22 Check model loss and accuracy with validation in real time
- 23 Check Model Performance
- 24 Saving colab notebook to Github
- 25 Credits
