Graphical Models and Causal Discovery with Python : 100 Exercises for Building Logic - Joe Suzuki

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

Graphical Models and Causal Discovery with Python

Name: Graphical Models and Causal Discovery with Python
Price: 143.75 AUD
Availability: PreOrder

100 Exercises for Building Logic

By: Joe Suzuki

Write A Review

Paperback | 9 July 2026

At a Glance

Format
Paperback

Dimensions(cm)
15.5 x 23.3 x 1.5

Paperback

$143.75

or 4 interest-free payments of $35.94 with

or

Available: 9th July 2026

Preorder. Will ship when available.

Beginning with a gentle introduction to causal discovery and the foundations of probability and statistics, this textbook is written in a highly pedagogical way. By uniting probability theory, statistical inference, and graph theory, the book offers a systematic pathway from foundational principles to cutting-edge algorithms, including independence tests, the PC algorithm, LiNGAM, information criteria, and Bayesian methods. Far more than a theoretical treatment, this volume emphasizes hands-on learning through Python implementations, carefully designed exercises with solutions, and intuitive graphical illustrations. Readers will gain the ability to see, run, and understand causal discovery methods in practice. Key features of this book include:A clear and self-contained introduction, bridging probability, statistics, and modern causal discovery techniques100 exercises with solutions, supporting self-study and classroom useReproducible Python code, allowing readers to implement and extend the methods themselvesIntuitive figures and visual explanations that clarify abstract conceptsBroad coverage of applications within statistics and data science, connecting rigorous theory with modern machine learning and causal inference

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 $0.00 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.