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Course in Machine Learning Skill Tree

Quick Start with TensorFlow

Beginner

In this course, you will learn the basic concepts and syntax of TensorFlow 2, and how to use TensorFlow 2 to implement deep learning algorithms.

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  • Intro
  • Syllabus
Concepts and Syntax of Tensorflow 2
Implementation of Computing Derivative and Automatic Differential
Linear Regression Implemented by Tensorflow 2
Polynomial Regression Implemented by Low Level Api
Shallow Neural Network Implemented by Tensorflow 2
Classification of Car Safety Evaluation Dataset
Deep Neural Network Implemented by Tensorflow 2
Implementation of Classic Convolutional Neural Network
Tensorflow 2 Model Saving and Restoring

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Quick Start with TensorFlow
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