Phoenix TS
Course Overview
Our 3-day, instructor-led Data Analysis Level 1 Training course toward individuals hoping to understand the basics of extracting meaning from data sets. This course covers the following:
- Exploring data
- Probability and decision making
- Statistical inference
- Regression analysis and time series forecasting
- Optimization and simulation modeling
- Data mining
There are no prerequsites for this course.
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Course Outline
Exploring Data
- Describing the distribution
- Finding relationships among variables
Probability and Decision Making
- Probability and probability distributions
- Normal, binomial, poisson, and exponential distribution
- Decision making under uncertainty
Statistical Inference
- Sampling and sampling distributions
- Confidence interval estimation
- Hypothesis testing
Regression Analysis and Time Series Forecasting
- Regression analytics: estimating relationships
- Regression analysis: statistical inference
- Time series analysis and forecasting
Optimization and Simulation Modeling
- Introduction to optimization modeling
- Optimization models
- Introduction to simulation modeling
- Simulation models
Advanced Data Analysis
- Data mining
Bonus Material
- Importing data into excel
- Analysis of variance and experimental design
- Statistical process control
