Programming Collective Intelligence: Building Smart Web 2.0 Applications
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View ArticleMachine Learning with R
R gives you access to the cutting-edge software you need to prepare data for machine learning. No previous knowledge required – this book will take you methodically through every stage of applying...
View ArticleMachine Learning in Action
Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You’ll use the...
View ArticleMachine Learning for Hackers
If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate...
View ArticleLearning scikit-learn: Machine Learning in Python
Incorporating machine learning in your applications is becoming essential. As a programmer this book is the ideal introduction to scikit-learn for your Python environment, taking your skills to a whole...
View ArticleIntroduction to Machine Learning (Adaptive Computation and Machine Learning...
The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems...
View ArticleFoundations of Machine Learning (Adaptive Computation and Machine Learning...
This graduate-level textbook introduces fundamental concepts and methods in machine learning. It describes several important modern algorithms, provides the theoretical underpinnings of these...
View ArticleEvaluating Learning Algorithms: A Classification Perspective
The field of machine learning has matured to the point where many sophisticated learning approaches can be applied to practical applications. Thus it is of critical importance that researchers have the...
View ArticleBuilding Machine Learning Systems with Python
As the Big Data explosion continues at an almost incomprehensible rate, being able to understand and process it becomes even more challenging. With Building Machine Learning Systems with Python, you’ll...
View ArticleBig Data, Data Mining, and Machine Learning: Value Creation for Business...
With big data analytics comes big insights into profitability Big data is big business. But having the data and the computational power to process it isn’t nearly enough to produce meaningful results....
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