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Introduction to Machine Learning by Crazy Science at Abbey's Bookshop,
Introduction to Machine Learning
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Crazy Science

Introduction to Machine Learning

Crazy Science

$120.95   $96.79

Paperback

Not in-store but you can order this
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English
Crazy Science
06 October 2023
Machine learning; Neural networks & fuzzy systems
"Dive into the exciting world of cutting-edge technology with our comprehensive guide, ""Machine Learning and Artificial Intelligence: A Journey through Data Science."" Whether you're a seasoned data scientist or a curious beginner, this book takes you on a captivating journey through the realms of machine learning, artificial intelligence, and the mathematics that underpin them.

Discover the Foundations Explore the fundamental concepts that form the bedrock of machine learning and artificial intelligence, including Information Theory, Computational Science, and the Mathematics of Norms and Regularization.

Master Data Analysis Equip yourself with the tools of data exploration and analytics, uncovering insights in large datasets through techniques such as Data Mining, Euclidean and Hamming Distances, and Loss Functions.

Unlock the Secrets of Supervised Learning Gain expertise in predictive modeling with topics like Linear Regression, Statistical Learning Theory, and Statistical Hypothesis Testing. Understand how algorithms make decisions and why they work.

Delve into Classification Navigate the intricate world of statistical classification, Binary Classification, Maximum Likelihood, Logistic Regression, and more. Uncover the nuances of separating data into meaningful categories.

Unleash Unsupervised Learning Harness the power of unsupervised learning with Cluster Analysis, Dimensionality Reduction, and Principal Component Analysis. Learn how to find patterns in data when you don't have predefined labels.

Embark on Reinforcement Learning Adventures Take a deep dive into Reinforcement Learning, Decision Tree Learning, and Ensemble Learning. Discover how machines learn through interaction and decision-making.

Navigate the Landscape of Deep Learning Explore the revolutionary world of Artificial Neural Networks and Deep Learning, the driving force behind modern AI applications.

Master Advanced Techniques Conquer challenging concepts like Semi-Supervised Learning, Support Vector Machines, and the intricacies of Random Forests and Boosting.

Achieve Data Science Excellence Ascend to the pinnacle of data science with practical knowledge and real-world insights.

Expertly Crafted for All Levels Whether you're a beginner eager to dive into data science or an experienced practitioner seeking to expand your skillset, ""Machine Learning and Artificial Intelligence"" offers something for everyone.

This book is your passport to the thrilling world of machine learning, artificial intelligence, and data science. Join us on this journey and unlock the potential of data-driven decision-making in the modern era."
By:  
Imprint:   Crazy Science
Dimensions:   Height: 279mm,  Width: 216mm,  Spine: 24mm
Weight:   1.052kg
ISBN:   9789732347768
ISBN 10:   9732347767
Pages:   458
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

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