Free download pdf book Artificial Neural Networks with TensorFlow 2: ANN Architecture Machine Learning Projects – 1st ed. Edition by Poornachandra Sarang
Overview of the pdf book Artificial Neural Networks with TensorFlow 2: ANN Architecture Machine Learning Projects – 1st ed. Edition
Develop machine studying fashions throughout numerous domains. This book affords a single supply that gives complete protection of the capabilities of TensorFlow 2 by means of the usage of lifelike, situation-based mostly tasks.
After studying what’s new in TensorFlow 2, you will dive proper into growing machine studying fashions by means of relevant tasks. This book covers all kinds of ANN architectures―ranging from working with a easy sequential community to superior CNN, RNN, LSTM, DCGAN, and so forth. A full chapter is devoted to every type of community and every chapter consists of a full challenge describing the community structure used, the speculation behind that structure, what information set is used, the pre-processing of knowledge, mannequin coaching, testing and efficiency optimizations, and evaluation.
This sensible method can both be used from the start by means of to the tip or, in case you’re already acquainted with primary ML fashions, you possibly can dive proper into the appliance that pursuits you. Line-by-line explanations on main code segments assist to fill within the particulars as you’re employed and all the challenge supply is accessible to you on-line for studying and additional experimentation. With Artificial Neural Networks with TensorFlow 2 you will see simply how broad the vary of TensorFlow’s capabilities are.
What You’ll Learn
- Develop Machine Learning Applications
- Translate languages utilizing neural networks
- Compose photos with model switch
Who This Book Is For
Beginners, practitioners, and arduous-cored builders who need to grasp machine and deep studying with TensorFlow 2. The reader ought to have working ideas of ML fundamentals and terminologies.