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Course Description
Short Course | 12 hours | 1.2 CEUs | $1,795
Statistics for Data Analytics is designed to help you acquire fundamental statistics skills that can be applied to statistical analysis in data analytics or data science situations.
BID675 is the first course in the Data Analyst II Professional Certificate. To complete the certificate students will also enroll in BID685. Click on each course link for more details and to add to cart.
Course Outline
- Statistics Introduction
- Descriptive Statistics
- Graphing Distributions
- Summarizing Distributions
- The Binomial Distribution
- The Normal Distribution
- Sampling Distributions and the Central Limit Theorem
- Confidence Intervals
- Hypothesis Tests
- The t-Distribution
- Correlation and Regression
Learner Outcomes
- Learn and understand statistical logic, critical thinking, and language skills needed for successful data analytics using data science in decision making
- Apply the language of statistics while learning how to calculate types of data to correctly use statistical measurements and conclude certain assumptions that relate to decision making
- Calculate the basic concepts of probability to increase the likelihood of sound decision making, including descriptive versus inferential statistics
- Describe samples, as a subset of a statistical population, to improve probability equality and results
- Communicate how to manage variables and to plot different types of data, such as a frequency distribution
- Comprehend different types of distributions to data analytics and management roles, including an assessment of data quality
- Synthesize Data-Driven Decision Making (DDDM) concepts using facts, metrics, and data to guide strategic business decisions that align with leadership and analyst goals, objectives and initiatives
Prerequisites
There are not prerequisites for this course.Duration
12 Hours | 2 Days or 4 Nights
Applies Towards the Following Certificates
- Data Analyst II Professional Certificate : Data Analyst II
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*Academic Unit eligibility to be determined by college/university in which you are enrolled in a degree seeking program.
*Academic Unit eligibility to be determined by college/university in which you are enrolled in a degree seeking program.