Statistics for Data Science and Business Decisions
MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz, 2 Ch
Genre: eLearning | Language: English + .srt | Duration: 34 lectures (3 hour, 26 mins) | Size: 2.94 GB
Master Statistics for Data Science and Business Decisions.
What you'll learn
Master the fundamentals of Statistics for making effective business decisions
Requirements
No
Description
The ability to understand and apply Business Statistics is becoming increasingly important in the industry. A good understanding of Business Statistics is required to make correct and relevant interpretations of data. Lack of this knowledge could lead to erroneous decisions which could potentially have negative consequences for a firm. This course is designed to introduce you to Business Statistics.
Course Contents include:
Basic Data Descriptors
Categories of descriptive data
Measures of central tendency
Measures of Dispersion
Standard deviation measure and Chebyshev's theorem
Descriptive Measures of Association, Probability, and Statistical Distributions
Measures of association, the covariance and correlation measures
Causation versus correlation
Probability and random variables
Discrete versus continuous data
Introduction to statistical distributions
The Normal Distribution
Working with Distributions, Normal, Binomial, Poisson
Applications of the Normal distribution
The Binomial and Poisson distributions
Sample versus population data
Central Limit Theorem
Regression Analysis
Welcome to this course.
Who this course is for:
Data scientists, Business analysts, statistics students
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