TensorFlow (Beginner): Save and Restore Models

In this course, you will learn how to save and restore models with TensorFlow. You can save models at any stage during training.

Attend for $39.99 $19.99
TensorFlow (Beginner): Save and Restore Models

Duration (mins)

Learners

5.0 / 5

Rating

Task List


We will cover the following tasks in 44 minutes:


Introduction

  • Development Environment
  • Quick look at a completed Jupyter Notebook

Introduction

Importing TensorFlow and the Dataset

  • Importing TensorFlow
  • Importing the Dataset
  • Subset of the Dataset
  • Plot an example
  • Reshape examples

Importing TensorFlow and the Dataset

Building a Model

  • Creating a model
  • Compiling the model
  • Model summary

Building a Model

Saving Checkpoints

  • Using model checkpoint callback.
  • Training the model.
  • Creating a new model and loading checkpoints.

Saving Checkpoints

Manually Saving Weights

  • Saving weights manually
  • Restoring weights manually

Manually Saving Weights

Saving Entire Models

  • The ‘save’ method
  • Loading models

Saving Entire Models

Ready to join this 44 minutes session?

Amit Yadav

About the Host (Amit Yadav)


I have been writing code since 1993, when I was 11, and my first passion project started with a database management software that I wrote for a local hospital. More recently, I wrote an award winning education Chatbot for a multi-billion-revenue company. I solved a recurrent problem for my client where they wanted to make basic cyber safety and privacy education accessible for their users. This bot enabled my client to reach out to their customers with personalised and real-time education. In the last one year, I’ve continued my interest in this field by constantly learning and growing in Machine Learning, NLP and Deep Learning. I'm very excited to share my variety of experience and learnings with you with the help of Rhyme.com.



Frequently Asked Questions


In Rhyme, all sessions are completely hands on. You don't just passively watch someone else. You use the software directly while following the host's (Amit Yadav) instructions. Using the software is the only way to achieve mastery. With the "Live Guide" option, you can ask for help and get immediate response.
Nothing! Just join through your web browser. Your host (Amit Yadav) has already installed all required software and configured all data.
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Please email us at help@rhyme.com and we'll respond to you within one business day.

Ready to join this 44 minutes session?