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 4
Tips and Tricks
Content Locked
Section 1
TensorBoard
TensorBoard is the most useful tool for visualizing your models. Here we go over how to use it. - Go over each of the main TensorBoard panels - Provide insight into TensorFlow summaries, which generated the TensorBoard contents - Show how to setup and launch TensorBoard