YoVDO

Build Your Data Literacy

Offered By: Salesforce via Trailhead

Tags

Data Literacy Courses Data Analysis Courses Data Visualization Courses Data Interpretation Courses Data Exploration Courses

Course Description

Overview

Learn to interpret, explore, and communicate effectively with data.
  • Understand the importance of data literacy and how to work effectively with data.
  • Learn how to recognize good data and restructure data when needed.
  • Learn how different variable types impact fields of data.
  • Learn to explore large trends in data and see the details behind those trends.
  • Learn about data distributions and how to graphically represent them.
  • Explore variations to make informed comparisons between datasets.
  • Learn the concepts of correlation and regression to better analyze data.

Syllabus

  • Data Literacy Basics
    • Understand Data Literacy
    • Explore Data by Asking Good Questions
    • Learn Data Fundamentals
  • Well-Structured Data
    • Identify Data Characteristics
    • Learn How Data Is Organized
    • Restructure Data
  • Variables and Field Types
    • Discover Variables and Field Types
    • View Variables in Visualizations
  • Aggregation and Granularity
    • Explore Aggregation
    • Explore Granularity
  • Data Distributions
    • Learn How to Show Distributions of Discrete Variables
    • Use Histograms to Show Distributions of Continuous Variables
    • Use Box Plots to Show Distributions of Continuous Variables
  • Variation for Data Comparisons
    • Measure Variance
    • Estimate Probability
    • Make Inferences
  • Correlation and Regression
    • Examine Correlation in Data
    • Discover Relationships Using Linear Regression

Tags

Related Courses

Machine Learning With Big Data
University of California, San Diego via Coursera
Recolección y exploración de datos
Tecnológico de Monterrey via Coursera
Capstone: Create Value from Open Data
ESSEC Business School via Coursera
Big Data - Capstone Project
University of California, San Diego via Coursera
Análisis de Datos - Proyecto Final
Tecnológico de Monterrey via Coursera