Quiz: Conclusion | Basics of TensorFlow

Introduction to TensorFlow

1. Tensors

You will gain a foundational understanding of TensorFlow's primary components - Tensors. You'll delve into the nature and applications of tensors, familiarize yourself with tensor properties, and acquire knowledge in essential mathematical operations.

Welcome to TensorFlow

Introduction to Tensors

Tensor Properties

Applications of Tensors

Batches

Creating Tensors

Data Types

Basic Operations: Arithmetic

Basic Operations: Linear Algebra

Challenge: Creating a Neural Network Layer

Transformations

Reduction Operations

Quiz: TensorFlow Basics

2. Basics of TensorFlow

You'll learn how TensorFlow operates and the ways to improve its performance. By the end of this module, you'll be well-equipped to implement basic neural networks or other tensor calculations, using only the TensorFlow library without any extras.

Gradient Tape

Graph Execution

Neural Network Implementation

Quiz: Conclusion

Summary