Data Science Essentials For Dummies

Lillian Pierson

• Publisher: For Dummies
• Year: 2024
• Print ISBN: 9781394297009
• eBook ISBN: 9781394297016
• Edition: 1
• Topic: Computer Science
• Subtopic: Data Mining
• Index: Computer Science

Feel confident navigating the fundamentals of data science

Data Science Essentials For Dummies is a quick reference on the core concepts of the exploding and in-demand data science field, which involves data collection and working on dataset cleaning, processing, and visualization. This direct and accessible resource helps you brush up on key topics and is right to the point—eliminating review material, wordy explanations, and fluff—so you get what you need, fast.

• Strengthen your understanding of data science basics
• Review what you've already learned or pick up key skills
• Effectively work with data and provide accessible materials to others
• Jog your memory on the essentials as you work and get clear answers to your questions

Perfect for supplementing classroom learning, reviewing for a certification, or staying knowledgeable on the job, Data Science Essentials For Dummies is a reliable reference that's great to keep on hand as an everyday desk reference.

Table of contents

• Cover
• Table of Contents
• Title Page
• Introduction
• Chapter 1: Wrapping Your Head Around Data Science
• Chapter 2: Tapping into Critical Aspects of Data Engineering
• Chapter 3: Using a Machine to Learn from Data
• Chapter 4: Math, Probability, and Statistical Modeling
• Chapter 5: Grouping Your Way into Accurate Predictions
• Chapter 6: Coding Up Data Insights and Decision Engines
• Chapter 7: Generating Insights with Software Applications
• Chapter 8: Telling Powerful Stories with Data
• Chapter 9: Ten Free or Low-Cost Data Science Libraries and Platforms
• Index
• About the Author
• Connect with Dummies
• End User License Agreement