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LinkedIn Learning

CompTIA Data+ (DA0-001) Cert Prep: Domain 3.0 Data Analysis

via LinkedIn Learning

Overview

Explore strategies in data analysis and prepare for the CompTIA Data+ certification exam.

Syllabus

Introduction
  • Data analysis
  • What you need to know
1. Descriptive Statistics
  • What is statistics?
  • Mean, median, and mode
  • Range and distribution
  • Variance and standard deviation
  • Z-scores
  • Percentages
2. Inferential Statistics
  • Confidence intervals
  • Hypothesis testing
  • Statistical tests
  • Correlation
  • Linear regression
3. Analytic Techniques
  • Analyzing a business problem
  • Exploratory data analysis
  • Analysis types
4. Analytic Tools
  • Analytic tools
  • Microsoft Excel
  • Programming languages
  • Structured Query Language (SQL)
  • Statistics packages
  • Machine learning tools
  • Analytics suites
Conclusion
  • Continuing your studies

Taught by

Mike Chapple

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