Book Image

Learn Artificial Intelligence with TensorFlow [Video]

By : Brandon McKinzie
Book Image

Learn Artificial Intelligence with TensorFlow [Video]

By: Brandon McKinzie

Overview of this book

<p><span id="description" class="sugar_field">Google’s TensorFlow framework is the current leading software for implementing and experimenting with the algorithms that power AI and machine learning. Google deploys TensorFlow for many of its products, such as Translate and Maps.</span></p> <p><span id="description" class="sugar_field">We will embark on this journey by quickly wrapping up some important fundamental concepts, followed by a focus on TensorFlow to complete tasks in computer vision and natural language processing. You will be introduced to some important tips and tricks necessary for enhancing the efficiency of our models. We will highlight how TensorFlow is used in an advanced environment and brush through some of the unique concepts at the cutting edge of practical AI. </span></p> <p><span id="description" class="sugar_field">If you want to develop a solid foundation on using TensorFlow and continue your journey into advancing the state of the art in AI to create your own smart machine learning solutions, this course is for you.</span></p> <p><span id="description" class="sugar_field">All the code and supporting files for this course are available on Github at <a style="font-weight: normal;" href="https://github.com/PacktPublishing/-Learn-Artificial-Intelligence-with-TensorFlow" target="_new">https://github.com/PacktPublishing/-Learn-Artificial-Intelligence-with-TensorFlow</a></span></p> <h2>Style and Approach</h2> <p>This is an introductory course with a right balance between theory and practical implementation.</p>
Table of Contents (6 chapters)
Chapter 1
TensorFlow Setup and Fundamental Concepts
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Section 3
TensorFlow Basics Part 1: Tensors and Variables
Understand Tensor and Variable objects. Solution: explain the concepts of Tensors and Variables in intuitive ways, and explain best practices and common pitfalls. - Show basic syntax and usage of Tensors and Variables - Compare the differences and similarities between Tensors and Variables - Go over best practices and common pitfalls when using Tensors and Variables