Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction
TensorFlow.js Overview
- What is TensorFlow.js
- TensorFlow features
- Math operations and memory management
Preparing the Development Environment
- Installing and configuring TensorFlow.js
Running TensorFlow.js
- Running TensorFlow.js on a browser
- Running TensorFlow.js under Node.js
Data Preparation
- Reading and writing to data
- Preparing features
- Labeling data
- Normalizing data
- Splitting data into test data and training data
Machine Learning Models
- Creating a model
- Creating layers
- Compiling a model
Training and Testing
- Training models
- Testing models
Predictions and Regressions
- Integrating a UI
- Loading a model
- Visualizing predictions
- Creating regressions
Classifications
- Working with binary classification
- Working with multi-class classification
Summary and Conclusion
Requirements
- JavaScript programming experience
Audience
- Data Scientists
14 Hours
Testimonials (4)
Tomasz really know the information well and the course was well paced.
Raju Krishnamurthy - Google
Course - TensorFlow Extended (TFX)
I liked the opportunities to ask questions and get more in depth explanations of the theory.
Sharon Ruane
Course - Neural Networks Fundamentals using TensorFlow as Example
Very updated approach or CPI (tensor flow, era, learn) to do machine learning.
Paul Lee
Course - TensorFlow for Image Recognition
Los ejemplos y la paciencia del instructor