Andriy Burkov Books
Andriy Burkov is a computer scientist and machine learning expert based in Canada. He is known for his work in artificial intelligence and data science, and for authoring The Hundred‑Page Machine Learning Book, which has become a popular reference among practitioners and students of machine learning.
Known for: The Hundred‑Page Machine Learning Book
Books by Andriy Burkov
The Hundred‑Page Machine Learning Book
The Hundred‑Page Machine Learning Book is a concise yet comprehensive guide to the field of machine learning. Written by Andriy Burkov, it covers fundamental concepts, algorithms, and practical applications in a clear and accessible manner. The book is designed to provide readers with a solid understanding of both theoretical foundations and real-world implementation, making it suitable for beginners and professionals alike.
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Supervised Learning: Teaching Machines Through Examples
Supervised learning is the cornerstone of modern machine learning. Here, the machine learns by example — much like a child who learns to recognize dogs after seeing enough labeled pictures of them. We start by defining a relationship between inputs and outputs: the inputs are our features, and the o...
From The Hundred‑Page Machine Learning Book
Unsupervised Learning: Discovering Hidden Patterns Without Labels
Unlike supervised learning, unsupervised learning dives into raw, unlabeled data to uncover its natural structure. Think of it as exploring a landscape without a map — seeking patterns, clusters, and relationships purely from observation. This is particularly powerful when data has no clear categori...
From The Hundred‑Page Machine Learning Book
About Andriy Burkov
Andriy Burkov is a computer scientist and machine learning expert based in Canada. He is known for his work in artificial intelligence and data science, and for authoring The Hundred‑Page Machine Learning Book, which has become a popular reference among practitioners and students of machine learning...
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Andriy Burkov is a computer scientist and machine learning expert based in Canada. He is known for his work in artificial intelligence and data science, and for authoring The Hundred‑Page Machine Learning Book, which has become a popular reference among practitioners and students of machine learning...
Andriy Burkov is a computer scientist and machine learning expert based in Canada. He is known for his work in artificial intelligence and data science, and for authoring The Hundred‑Page Machine Learning Book, which has become a popular reference among practitioners and students of machine learning.
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Andriy Burkov is a computer scientist and machine learning expert based in Canada. He is known for his work in artificial intelligence and data science, and for authoring The Hundred‑Page Machine Learning Book, which has become a popular reference among practitioners and students of machine learning.
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