Practical Deep Learning

Practical Deep Learning Image

Practical Deep Learning teaches total beginners how to build the datasets and models needed to train neural networks for your own DL projects.

If you’ve been curious about machine learning but didn’t know where to start, this is the book you’ve been waiting for. Focusing on the subfield of machine learning known as deep learning, it explains core concepts and gives you the foundation you need to start building your own models. Rather than simply outlining recipes for using existing toolkits, Practical Deep Learning teaches you the why of deep learning and will inspire you to explore further.
All you need is basic familiarity with computer programming and high school math—the book will cover the rest. After an introduction to Python, you’ll move through key topics like how to build a good training dataset, work with the scikit-learn and Keras libraries, and evaluate your models’ performance.
You’ll also learn:
How to use classic machine learning models like k-Nearest Neighbors, Random Forests, and Support Vector MachinesHow neural networks work and how they’re trainedHow to use convolutional neural networksHow to develop a successful deep learning model from scratch 
You’ll conduct experiments along the way, building to a final case study that incorporates everything you’ve learned. 
The perfect introduction to this dynamic, ever-expanding field, Practical Deep Learning will give you the skills and confidence to dive into your own machine learning projects.

Details e-Book Practical Deep Learning

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🗸 Title: Practical Deep Learning
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Readers' opinions about Practical Deep Learning by Ronald T. Kneusel

The themes of resilience and hope resonated deeply with me. This book taught me valuable life lessons that I'll carry with me for years to come.

I couldn't stop raving about this book to my friends and family. It's a literary gem that deserves all the praise. I can't wait to dive into more works by this talented author.

This book has reignited my passion for reading. It reminded me of the sheer joy that can be found in losing oneself in the pages of a good story. I can't wait to explore more books now.

More by Ronald T. Kneusel

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