Exploring and Producing Data for Business Decision Making
- Offered byCoursera
Exploring and Producing Data for Business Decision Making at Coursera Overview
Duration | 23 hours |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Go to Website  |
Credential | Certificate |
Exploring and Producing Data for Business Decision Making at Coursera Highlights
- Offered By University of Illinois at Urbana-Champaign
- Learn from eminent faculty of University of Illinois at Urbana-Champaign
- 50% got a pay increase or promotion
- 50% got a tangible career benefit from this course
Exploring and Producing Data for Business Decision Making at Coursera Course details
- This course provides an analytical framework to help you evaluate key problems in a structured fashion and will equip you with tools to better manage the uncertainties that pervade and complicate business processes. Specifically, you will be introduced to statistics and how to summarize data and learn concepts of frequency, normal distribution, statistical studies, sampling, and confidence intervals
Exploring and Producing Data for Business Decision Making at Coursera Curriculum
WEEK-1: Course Orientation
Welcome to Exploring and Producing Data for Business Decision Making!
Excel Data Analysis Toolpak
Module 1: Introduction and Summarizing Data
Basic Terminology
Summarizing Data: Frequency Tables
Frequency Tables in Excel: Quantitative Data
Frequency Tables in Excel: Qualitative Data
Presenting Frequency Tables as a Bar Graph in Excel
Summarizing Data: Histograms
Histograms in Excel
Summarizing Data: Pie Charts
Pie Charts in Excel
Summarizing Data: Scatter Plots
Scatter Plots in Excel
WEEK-2 Descriptive Statistics and Probability Distributions
Measures of Central Tendencies
Mean and Median in Excel
Measures of Dispersion
Standard Deviation in Excel
Percentiles and Z-Score
Z-Score in Exce
Discrete and Continuous Random Variables
Expected Value in Excel
Normal Distribution
Normal Distribution in Excel
Standard Normal Distribution in Excel
"Less Than" in Excel
"Greater Than" in Excel
"Between Values" in Excel
Finding Z for a Given Probability (INV) in Excel
Standard Normal Distribution Table
WEEK-3- Sampling and Central Limit Theorem
Producing Data
Sampling
Sampling Function in Excel
Central Limit Theorem and Sampling Means
Animating the Central Limit Theorem
Sampling Distribution and Empirical Rule in Excel
Central Limit Theorem Sampling Proportion
WEEK-4 Inference
Confidence Interval Basics1
Confidence Interval for Means
Confidence Interval for Mean in Excel
Impact of Confidence Level Illustrated in Exce
Confidence Interval for Population Proportion
Confidence Interval for Population Proportion in Excel
Confidence Interval Animation in Excel
Starting Salary Example in Excel
Sample Size
Sample Size Proportion in Excel
Sample Size Mean in Excel
Sample Size Effect in Excel
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