Statistics for Machine Learning

Packt Publishing is giving away Statistics for Machine Learning for free. Learn about the statistics behind powerful predictive models with p-value, ANOVA, and F- statistics. Implement statistical computations programmatically for supervised and unsupervised learning through K-means clustering. (Limited-time offer)

Table of Contents

• Journey from Statistics to Machine Learning
• Parallelism of Statistics and Machine Learning
• Logistic Regression Versus Random Forest
• Tree-Based Machine Learning Models
• K-Nearest Neighbors and Naive Bayes
• Support Vector Machines and Neural Networks
• Recommendation Engines
• Unsupervised Learning
• Reinforcement Learning

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