Principles of Data Science

With Principles of Data Science, learn how to perform real-world data science tasks with R and Python. Create actionable insights and transform raw data into tangible value. (Limited-time offer)

Table of Contents

• How to Sound Like a Data Scientist
• Types of Data
• The Five Steps of Data Science
• Basic Mathematics
• Impossible or Improbable – A Gentle Introduction to Probability
• Advanced Probability
• Basic Statistics
• Advanced Statistics
• Communicating Data
• How to Tell If Your Toaster Is Learning – Machine Learning Essentials
• Predictions Don’t Grow on Trees – or Do They?
• Beyond the Essentials
• Case Studies

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