Deep Learning Crash Course - Benjamin Midtvedt

Instant online reading.
Don't wait for delivery!
Go digital and save!

Deep Learning Crash Course

By: Benjamin Midtvedt, Jesus Pineda, Giovanni Volpe

Write A Review

Paperback | 6 January 2026

At a Glance

Paperback
472 Pages

Dimensions(cm)
0.1 x 0.1 x 0.1

Paperback

$92.75

or 4 interest-free payments of $23.19 with

or

Ships in 10 to 15 business days

A complete guide to deep neural networks - the technology behind AI - covering fundamental and advanced techniques to apply machine learning in real-world scenarios.

Build AI Models from Scratch (No PhD Required)

Deep Learning Crash Course is a fast-paced, thorough introduction that will have you building today's most powerful AI models from scratch. No experience with deep learning required!

Designed for programmers who may be new to deep learning, this book offers practical, hands-on experience, not just an abstract understanding of theory.

You'll start from the basics, and using PyTorch with real datasets, you'll quickly progress from your first neural network to advanced architectures like convolutional neural networks (CNNs), transformers, diffusion models, and graph neural networks (GNNs). Each project can be run on your own hardware or in the cloud, with annotated code available on GitHub.

You'll build and train models to-

Classify and analyze images, sequences, and time series
Generate and transform data with autoencoders, GANs (generative adversarial networks), and diffusion models
Process natural language with recurrent neural networks and transformers
Model molecules and physical systems with graph neural networks
Improve continuously through reinforcement and active learning
Predict chaotic systems with reservoir computing

Whether you're an engineer, scientist, or professional developer, you'll gain fluency in deep learning and the confidence to apply it to ambitious, real-world problems. With Deep Learning Crash Course, you'll move from using AI tools to creating them.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.